diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..482ed857fdcce6879b7be7e6a9071ad74c7c83d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10587, "bytes_utf8": 10587, "lines": 314, "estimated_tokens": 2828}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22917, "cached_input_tokens": 22400, "output_tokens": 122}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b144b47b4e683a38e6c195e594a6be5dcd4ab7a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_029df8a9b3e40d26", + "api_calls": 0, + "input_tokens": 22917, + "cached_input_tokens": 22400, + "output_tokens": 122, + "total_tokens": 23039, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2828, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2934, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12728.12, + "sql_execution_elapsed_ms_total": 17.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_029df8a9b3e40d26\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02db2ed0cfdc6a5b3fea8cc521cd75a9879108bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:11:42.938432+00:00", + "ended_at": "2026-05-04T08:11:55.667064+00:00", + "elapsed_ms": 12728.12, + "prompt_metrics": { + "chars": 10587, + "bytes_utf8": 10587, + "lines": 314, + "estimated_tokens": 2828 + }, + "stdout_metrics": { + "chars": 766, + "bytes_utf8": 766, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13237 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 436, + "bytes_utf8": 436, + "lines": 1, + "estimated_tokens": 106 + }, + "usage": { + "input_tokens": 22917, + "cached_input_tokens": 22400, + "output_tokens": 122 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dafe96e925d5c772b6aca91854544186300d056 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=Browser.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "Browser", + "predicate_col": "Informational", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..75362421373d990cdb4c4930bd56593682aaac43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-0a5c-7ed3-9efb-55eb2912fe2b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Browser\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Browser\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound group_col=\\\"Browser\\\" and predicate on \\\"Informational\\\". Cast \\\"Informational\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22917,"cached_input_tokens":22400,"output_tokens":122}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..179c8526aa6972989af167668836f29dcb031680 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Browser\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Informational\" AS REAL) >= 0.0\nGROUP BY \"Browser\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the required Filtered Top-k Group Count template with bound group_col=\"Browser\" and predicate on \"Informational\". Cast \"Informational\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbc6ee0c8708a19857d379cd45a6eec8df9d9cf0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:43.148020Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:45.659548Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:54.827691Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..defe0660a2014d1eb2584d5439aad3d8f8cc3baa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=Browser. +Result preview: [{"Browser": "2", "support": 7961}, {"Browser": "1", "support": 2462}, {"Browser": "4", "support": 736}, {"Browser": "5", "support": 467}, {"Browser": "6", "support": 174}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c5e470a2575b6082902e246ed882a67296ad221 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_029df8a9b3e40d26 +-- problem_id: v2p_m6_9ace3edbfe290945 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", COUNT(*) AS support +FROM "m6" +WHERE CAST("Informational" AS REAL) >= 0.0 +GROUP BY "Browser" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ea9deeade2cf6b183a2060a4fed4b07d8f5ea18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Browser\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Informational\" AS REAL) >= 0.0\nGROUP BY \"Browser\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Browser\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Browser\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"Browser\", \"support\"], \"rows\": [{\"Browser\": \"2\", \"support\": 7961}, {\"Browser\": \"1\", \"support\": 2462}, {\"Browser\": \"4\", \"support\": 736}, {\"Browser\": \"5\", \"support\": 467}, {\"Browser\": \"6\", \"support\": 174}, {\"Browser\": \"10\", \"support\": 163}, {\"Browser\": \"8\", \"support\": 135}, {\"Browser\": \"3\", \"support\": 105}, {\"Browser\": \"13\", \"support\": 61}, {\"Browser\": \"7\", \"support\": 49}, {\"Browser\": \"12\", \"support\": 10}, {\"Browser\": \"11\", \"support\": 6}, {\"Browser\": \"9\", \"support\": 1}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.65}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..49e191feef234d84bee974afc1f829d894a891cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:11:42.935601+00:00", + "ended_at": "2026-05-04T08:11:55.728718+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_029df8a9b3e40d26", + "problem_id": "v2p_m6_9ace3edbfe290945", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=Browser.", + "bindings": { + "group_col": "Browser", + "predicate_col": "Informational", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_029df8a9b3e40d26.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_029df8a9b3e40d26", + "api_calls": 0, + "input_tokens": 22917, + "cached_input_tokens": 22400, + "output_tokens": 122, + "total_tokens": 23039, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2828, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2934, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12728.12, + "sql_execution_elapsed_ms_total": 17.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_029df8a9b3e40d26\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..acfa5ada84b0ac06d69aeb1b22dc08d8ea494a86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:55.696867+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12728.12, "started_at": "2026-05-04T08:11:42.938432+00:00", "ended_at": "2026-05-04T08:11:55.667064+00:00", "prompt_metrics": {"chars": 10587, "bytes_utf8": 10587, "lines": 314, "estimated_tokens": 2828}, "response_metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22917, "cached_input_tokens": 22400, "output_tokens": 122}, "stderr_preview": "2026-05-04T08:11:43.148020Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:45.659548Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"Browser\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound group_col=\\\"Browser\\\" and predicate on \\\"Informational\\\". Cast \\\"Informational\\\" to REAL because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3ee8be43263f639c8d454e214bc9062923816e2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_029df8a9b3e40d26/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_029df8a9b3e40d26", + "api_calls": 0, + "input_tokens": 22917, + "cached_input_tokens": 22400, + "output_tokens": 122, + "total_tokens": 23039, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2828, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2934, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12728.12, + "sql_execution_elapsed_ms_total": 17.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_029df8a9b3e40d26\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e66dcc0696938a213fd2c3322cb0e67a2f4ee2ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10685, "bytes_utf8": 10685, "lines": 316, "estimated_tokens": 2858}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22947, "cached_input_tokens": 21888, "output_tokens": 132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bc57293b3dde53b3f63d52d19ca464d2a705fc3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0305b33e766fc38a", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 132, + "total_tokens": 23079, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2974, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12239.47, + "sql_execution_elapsed_ms_total": 5.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_0305b33e766fc38a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..347fc51e54335480d6b07a2d63d6be6b4dd46650 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:19:14.875249+00:00", + "ended_at": "2026-05-04T08:19:27.114427+00:00", + "elapsed_ms": 12239.47, + "prompt_metrics": { + "chars": 10685, + "bytes_utf8": 10685, + "lines": 316, + "estimated_tokens": 2858 + }, + "stdout_metrics": { + "chars": 807, + "bytes_utf8": 807, + "lines": 4, + "estimated_tokens": 226 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 473, + "bytes_utf8": 473, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 132 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdc4d7a11e75ccb0c6dab9a8d8e70d8432dffdf2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=TrafficType, measure_col=Region.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Region", + "predicate_col": "ProductRelated", + "predicate_op": ">=", + "predicate_value": 38.0, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfa1c610ed22755a0537034d4245be5984722a9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-efbd-7fa2-ad18-be64584d5e45"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"TrafficType\\\", SUM(CAST(\\\"Region\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated\\\" AS REAL) >= 38.0\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Applied the required template with group_col=\\\"TrafficType\\\", measure_col=\\\"Region\\\", and predicate on \\\"ProductRelated\\\". Casted TEXT-typed numeric columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22947,"cached_input_tokens":21888,"output_tokens":132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e1f1b3a53e7a0220ddff09a7b4b615efc2604ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"TrafficType\", SUM(CAST(\"Region\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ProductRelated\" AS REAL) >= 38.0\nGROUP BY \"TrafficType\"\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Applied the required template with group_col=\"TrafficType\", measure_col=\"Region\", and predicate on \"ProductRelated\". Casted TEXT-typed numeric columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df1249827789e61eac093b0154f86627d37face9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:15.098916Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:17.477909Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:26.121409Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d9e601db2c868477285da96404655661f8fb6e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=TrafficType, measure_col=Region. +Result preview: [{"TrafficType": "2", "total_measure": 3344.0}, {"TrafficType": "1", "total_measure": 2026.0}, {"TrafficType": "3", "total_measure": 1300.0}, {"TrafficType": "4", "total_measure": 834.0}, {"TrafficType": "13", "total_measure": 642.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e8ce52952815ca08ec5c5c58f49b1f78b2a1c852 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_0305b33e766fc38a +-- problem_id: v2p_m6_de9d79014045f724 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", SUM(CAST("Region" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ProductRelated" AS REAL) >= 38.0 +GROUP BY "TrafficType" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0fd931ceb9a264320b39a609abe9f04fffe76ac7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"TrafficType\", SUM(CAST(\"Region\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ProductRelated\" AS REAL) >= 38.0\nGROUP BY \"TrafficType\"\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"TrafficType\\\", SUM(CAST(\\\"Region\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated\\\" AS REAL) >= 38.0\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"TrafficType\", \"total_measure\"], \"rows\": [{\"TrafficType\": \"2\", \"total_measure\": 3344.0}, {\"TrafficType\": \"1\", \"total_measure\": 2026.0}, {\"TrafficType\": \"3\", \"total_measure\": 1300.0}, {\"TrafficType\": \"4\", \"total_measure\": 834.0}, {\"TrafficType\": \"13\", \"total_measure\": 642.0}, {\"TrafficType\": \"6\", \"total_measure\": 355.0}, {\"TrafficType\": \"10\", \"total_measure\": 330.0}, {\"TrafficType\": \"8\", \"total_measure\": 177.0}, {\"TrafficType\": \"11\", \"total_measure\": 152.0}, {\"TrafficType\": \"20\", \"total_measure\": 98.0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8c496be35ba453f02b5bd5620de4bf4ab8151de1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:19:14.871916+00:00", + "ended_at": "2026-05-04T08:19:27.145012+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_0305b33e766fc38a", + "problem_id": "v2p_m6_de9d79014045f724", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=TrafficType, measure_col=Region.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Region", + "predicate_col": "ProductRelated", + "predicate_op": ">=", + "predicate_value": 38.0, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_0305b33e766fc38a.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0305b33e766fc38a", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 132, + "total_tokens": 23079, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2974, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12239.47, + "sql_execution_elapsed_ms_total": 5.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_0305b33e766fc38a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f23fcdaa3d14dc22dc02e9c139a91353ea90f286 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:27.132596+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12239.47, "started_at": "2026-05-04T08:19:14.875249+00:00", "ended_at": "2026-05-04T08:19:27.114427+00:00", "prompt_metrics": {"chars": 10685, "bytes_utf8": 10685, "lines": 316, "estimated_tokens": 2858}, "response_metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22947, "cached_input_tokens": 21888, "output_tokens": 132}, "stderr_preview": "2026-05-04T08:19:15.098916Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:17.477909Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 38.0\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Applied the required template with group_col=\\\"TrafficType\\\", measure_col=\\\"Region\\\", and predicate on \\\"ProductRelated\\\". Casted TEXT-typed numeric columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df1d9a8deb42633f5ece3aeeaddaac4bf36519c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0305b33e766fc38a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0305b33e766fc38a", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 132, + "total_tokens": 23079, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2974, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12239.47, + "sql_execution_elapsed_ms_total": 5.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_0305b33e766fc38a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0317b333b6951106/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0317b333b6951106/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..58cf2518bee23d5ad6196051ad2a08625428a6b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0317b333b6951106/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "2", "support": 7961, "support_share": 0.6456609894566099, "cumulative_support": 7961}, {"value_label": "1", "support": 2462, "support_share": 0.1996755879967559, "cumulative_support": 10423}, {"value_label": "4", "support": 736, "support_share": 0.05969180859691808, "cumulative_support": 11159}, {"value_label": "5", "support": 467, "support_share": 0.03787510137875101, "cumulative_support": 11626}, {"value_label": "6", "support": 174, "support_share": 0.014111922141119221, "cumulative_support": 11800}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0317b333b6951106/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0317b333b6951106/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..36d566a78e46eb910c54a1772512b1cb318a4c3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0317b333b6951106/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_0317b333b6951106 +-- problem_id: v2p_m6_ac6c40c3b6be6cb6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Browser" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Browser" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0317b333b6951106/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0317b333b6951106/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70c5a6dee58d712d66253d40ac766faedb3a3553 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0317b333b6951106/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m6_0317b333b6951106\n-- problem_id: v2p_m6_ac6c40c3b6be6cb6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Browser\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"Browser\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m6_0317b333b6951106\\n-- problem_id: v2p_m6_ac6c40c3b6be6cb6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Browser\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"Browser\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"2\", \"support\": 7961, \"support_share\": 0.6456609894566099, \"cumulative_support\": 7961}, {\"value_label\": \"1\", \"support\": 2462, \"support_share\": 0.1996755879967559, \"cumulative_support\": 10423}, {\"value_label\": \"4\", \"support\": 736, \"support_share\": 0.05969180859691808, \"cumulative_support\": 11159}, {\"value_label\": \"5\", \"support\": 467, \"support_share\": 0.03787510137875101, \"cumulative_support\": 11626}, {\"value_label\": \"6\", \"support\": 174, \"support_share\": 0.014111922141119221, \"cumulative_support\": 11800}, {\"value_label\": \"10\", \"support\": 163, \"support_share\": 0.01321978913219789, \"cumulative_support\": 11963}, {\"value_label\": \"8\", \"support\": 135, \"support_share\": 0.010948905109489052, \"cumulative_support\": 12098}, {\"value_label\": \"3\", \"support\": 105, \"support_share\": 0.00851581508515815, \"cumulative_support\": 12203}, {\"value_label\": \"13\", \"support\": 61, \"support_share\": 0.004947283049472831, \"cumulative_support\": 12264}, {\"value_label\": \"7\", \"support\": 49, \"support_share\": 0.00397404703974047, \"cumulative_support\": 12313}, {\"value_label\": \"12\", \"support\": 10, \"support_share\": 0.0008110300081103001, \"cumulative_support\": 12323}, {\"value_label\": \"11\", \"support\": 6, \"support_share\": 0.00048661800486618007, \"cumulative_support\": 12329}, {\"value_label\": \"9\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"cumulative_support\": 12330}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0317b333b6951106/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0317b333b6951106/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e233fcc101d626833f46aa66b16031283c5d8ff0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0317b333b6951106/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:21.911759+00:00", + "ended_at": "2026-05-04T09:03:21.922948+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_0317b333b6951106", + "problem_id": "v2p_m6_ac6c40c3b6be6cb6", + "dataset_id": "m6", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Browser.", + "bindings": { + "group_col": "Browser" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_0317b333b6951106.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0317b333b6951106/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0317b333b6951106/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0317b333b6951106/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e93eb52e657a399f615c5a08ea82295e1d029d6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10714, "bytes_utf8": 10714, "lines": 316, "estimated_tokens": 2863}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 575, "bytes_utf8": 575, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22952, "cached_input_tokens": 21888, "output_tokens": 179}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..06df7a540bd0e1cbe2a12bf2672df2e339ac4820 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_045400b2a728bf96", + "api_calls": 0, + "input_tokens": 22952, + "cached_input_tokens": 21888, + "output_tokens": 179, + "total_tokens": 23131, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2863, + "estimated_output_tokens": 144, + "estimated_total_tokens": 3007, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11948.12, + "sql_execution_elapsed_ms_total": 5.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_045400b2a728bf96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..80a2dd804f8f6b29d1b5bedb2b52faf5eb74bfa5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:21:36.837522+00:00", + "ended_at": "2026-05-04T08:21:48.785569+00:00", + "elapsed_ms": 11948.12, + "prompt_metrics": { + "chars": 10714, + "bytes_utf8": 10714, + "lines": 316, + "estimated_tokens": 2863 + }, + "stdout_metrics": { + "chars": 913, + "bytes_utf8": 913, + "lines": 4, + "estimated_tokens": 259 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13215 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 575, + "bytes_utf8": 575, + "lines": 1, + "estimated_tokens": 144 + }, + "usage": { + "input_tokens": 22952, + "cached_input_tokens": 21888, + "output_tokens": 179 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd7c2b24e85e4ff9ca48b39d8728be338f411b70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Informational, measure_col=Informational_Duration.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Informational", + "measure_col": "Informational_Duration", + "predicate_col": "Region", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc683af81374001948d63bf6bff931d47439fd17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-1a4f-7073-a5cc-011e1379183e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Informational\\\", SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Region\\\" AS REAL) >= 4.0\\nGROUP BY \\\"Informational\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required Top-k Group Sum with Filter template with bound roles group_col=\\\"Informational\\\", measure_col=\\\"Informational_Duration\\\", predicate_col=\\\"Region\\\", predicate_op=\\\">=\\\", predicate_value=4.0, and top_k=15. CAST to REAL is applied because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22952,"cached_input_tokens":21888,"output_tokens":179}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5e9b036b6b86e75e41ed8732c163a1759e82191 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Informational\", SUM(CAST(\"Informational_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Region\" AS REAL) >= 4.0\nGROUP BY \"Informational\"\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the required Top-k Group Sum with Filter template with bound roles group_col=\"Informational\", measure_col=\"Informational_Duration\", predicate_col=\"Region\", predicate_op=\">=\", predicate_value=4.0, and top_k=15. CAST to REAL is applied because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f21c0ace2c8bf01a8b819395112bd8d187bb36cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:37.027388Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:39.313943Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:47.989370Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce5aee4d567d4e4fd710db20bc27f0885cd57f0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Informational, measure_col=Informational_Duration. +Result preview: [{"Informational": "2", "total_measure": 35176.31500006}, {"Informational": "1", "total_measure": 21847.257692268}, {"Informational": "3", "total_measure": 19770.83888877}, {"Informational": "4", "total_measure": 12121.138333}, {"Informational": "6", "total_measure": 10882.01607053}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f41e6b35f036e86355ddea46bcb807faae0c0fa8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_045400b2a728bf96 +-- problem_id: v2p_m6_db35f8609f9f3320 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", SUM(CAST("Informational_Duration" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Region" AS REAL) >= 4.0 +GROUP BY "Informational" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..535d9aad8ed79d41af793896a1ea7db44eaa69f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Informational\", SUM(CAST(\"Informational_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Region\" AS REAL) >= 4.0\nGROUP BY \"Informational\"\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Informational\\\", SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Region\\\" AS REAL) >= 4.0\\nGROUP BY \\\"Informational\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"Informational\", \"total_measure\"], \"rows\": [{\"Informational\": \"2\", \"total_measure\": 35176.31500006}, {\"Informational\": \"1\", \"total_measure\": 21847.257692268}, {\"Informational\": \"3\", \"total_measure\": 19770.83888877}, {\"Informational\": \"4\", \"total_measure\": 12121.138333}, {\"Informational\": \"6\", \"total_measure\": 10882.01607053}, {\"Informational\": \"5\", \"total_measure\": 7748.16666673}, {\"Informational\": \"9\", \"total_measure\": 5304.9583333}, {\"Informational\": \"8\", \"total_measure\": 3897.6964285}, {\"Informational\": \"7\", \"total_measure\": 3342.6650001}, {\"Informational\": \"12\", \"total_measure\": 886.25}, {\"Informational\": \"10\", \"total_measure\": 403.0}, {\"Informational\": \"0\", \"total_measure\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2f9654e551470270fc78149baf2f80627211d42d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:21:36.833258+00:00", + "ended_at": "2026-05-04T08:21:48.813798+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_045400b2a728bf96", + "problem_id": "v2p_m6_db35f8609f9f3320", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Informational, measure_col=Informational_Duration.", + "bindings": { + "group_col": "Informational", + "measure_col": "Informational_Duration", + "predicate_col": "Region", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=45" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_045400b2a728bf96.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_045400b2a728bf96", + "api_calls": 0, + "input_tokens": 22952, + "cached_input_tokens": 21888, + "output_tokens": 179, + "total_tokens": 23131, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2863, + "estimated_output_tokens": 144, + "estimated_total_tokens": 3007, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11948.12, + "sql_execution_elapsed_ms_total": 5.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_045400b2a728bf96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a7600465b43a8dd64dfe87d9e08d65a646c9f41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:48.805800+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11948.12, "started_at": "2026-05-04T08:21:36.837522+00:00", "ended_at": "2026-05-04T08:21:48.785569+00:00", "prompt_metrics": {"chars": 10714, "bytes_utf8": 10714, "lines": 316, "estimated_tokens": 2863}, "response_metrics": {"chars": 575, "bytes_utf8": 575, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22952, "cached_input_tokens": 21888, "output_tokens": 179}, "stderr_preview": "2026-05-04T08:21:37.027388Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:39.313943Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4.0\\nGROUP BY \\\"Informational\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required Top-k Group Sum with Filter template with bound roles group_col=\\\"Informational\\\", measure_col=\\\"Informational_Duration\\\", predicate_col=\\\"Region\\\", predicate_op=\\\">=\\\", predicate_value=4.0, and top_k=15. CAST to REAL is applied because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..30eaae1f801c0863a6fc1ab6fda38fe40b688dd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_045400b2a728bf96/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_045400b2a728bf96", + "api_calls": 0, + "input_tokens": 22952, + "cached_input_tokens": 21888, + "output_tokens": 179, + "total_tokens": 23131, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2863, + "estimated_output_tokens": 144, + "estimated_total_tokens": 3007, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11948.12, + "sql_execution_elapsed_ms_total": 5.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_045400b2a728bf96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c54be2a1c38a402decbf0994d811144241029bb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10311, "bytes_utf8": 10311, "lines": 310, "estimated_tokens": 2752}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 333, "bytes_utf8": 333, "lines": 1, "estimated_tokens": 80}, "usage": {"input_tokens": 22843, "cached_input_tokens": 19840, "output_tokens": 96}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2a20233094ccc6a5c6bc34d5a9f06b2529e7b710 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_05eaeadd12b991fe", + "api_calls": 0, + "input_tokens": 22843, + "cached_input_tokens": 19840, + "output_tokens": 96, + "total_tokens": 22939, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2752, + "estimated_output_tokens": 80, + "estimated_total_tokens": 2832, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10362.43, + "sql_execution_elapsed_ms_total": 6.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_05eaeadd12b991fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6e55a3c0e5da64109decd688818f94c71136883d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:08:42.151322+00:00", + "ended_at": "2026-05-04T08:08:52.512110+00:00", + "elapsed_ms": 10362.43, + "prompt_metrics": { + "chars": 10311, + "bytes_utf8": 10311, + "lines": 310, + "estimated_tokens": 2752 + }, + "stdout_metrics": { + "chars": 652, + "bytes_utf8": 652, + "lines": 4, + "estimated_tokens": 181 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13192 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 333, + "bytes_utf8": 333, + "lines": 1, + "estimated_tokens": 80 + }, + "usage": { + "input_tokens": 22843, + "cached_input_tokens": 19840, + "output_tokens": 96 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c1213a49f2f716ff3e312e070dbd3590ee179e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,310 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=SpecialDay.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "SpecialDay", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dfafdb9b2e74a6475e590a57b3582d04d409e86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-4828-7f00-b5f8-76993dc24b2b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"SpecialDay\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"SpecialDay\\\" on the single table \\\"m6\\\". Identifier quoting is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22843,"cached_input_tokens":19840,"output_tokens":96}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec46fba103c8d25f17393790816249d2a82be117 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"SpecialDay\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"SpecialDay\" on the single table \"m6\". Identifier quoting is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6f90c70e7f5fdb1a17f86bb39ef52689dfba77e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:42.356717Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:45.054223Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:51.640219Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..36628f143f2355640f394d24c6b1c62225189f17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=SpecialDay. +Result preview: [{"SpecialDay": "0", "row_count": 11079}, {"SpecialDay": "0.6", "row_count": 351}, {"SpecialDay": "0.8", "row_count": 325}, {"SpecialDay": "0.4", "row_count": 243}, {"SpecialDay": "0.2", "row_count": 178}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6204f3d374c72207b613138be3bb3257271aa228 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_05eaeadd12b991fe +-- problem_id: v2p_m6_78e190229d1a0ff8 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", COUNT(*) AS row_count +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..408aa1c80b0b5230c44536a46044e93c83a88a15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"SpecialDay\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"SpecialDay\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"SpecialDay\", \"row_count\"], \"rows\": [{\"SpecialDay\": \"0\", \"row_count\": 11079}, {\"SpecialDay\": \"0.6\", \"row_count\": 351}, {\"SpecialDay\": \"0.8\", \"row_count\": 325}, {\"SpecialDay\": \"0.4\", \"row_count\": 243}, {\"SpecialDay\": \"0.2\", \"row_count\": 178}, {\"SpecialDay\": \"1\", \"row_count\": 154}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..643fcab73855838bd72e6ee9a586e6202e702a2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:08:42.146681+00:00", + "ended_at": "2026-05-04T08:08:52.551553+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_05eaeadd12b991fe", + "problem_id": "v2p_m6_78e190229d1a0ff8", + "dataset_id": "m6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=SpecialDay.", + "bindings": { + "group_col": "SpecialDay", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_05eaeadd12b991fe.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_05eaeadd12b991fe", + "api_calls": 0, + "input_tokens": 22843, + "cached_input_tokens": 19840, + "output_tokens": 96, + "total_tokens": 22939, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2752, + "estimated_output_tokens": 80, + "estimated_total_tokens": 2832, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10362.43, + "sql_execution_elapsed_ms_total": 6.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_05eaeadd12b991fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21789976993fc18d43a948ce717848b4b6d49052 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_05eaeadd12b991fe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:52.535728+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10362.43, "started_at": "2026-05-04T08:08:42.151322+00:00", "ended_at": "2026-05-04T08:08:52.512110+00:00", "prompt_metrics": {"chars": 10311, "bytes_utf8": 10311, "lines": 310, "estimated_tokens": 2752}, "response_metrics": {"chars": 333, "bytes_utf8": 333, "lines": 1, "estimated_tokens": 80}, "usage": {"input_tokens": 22843, "cached_input_tokens": 19840, "output_tokens": 96}, "stderr_preview": "2026-05-04T08:08:42.356717Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:45.054223Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Administrative, measure_col=Region.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Administrative", + "measure_col": "Region", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9239a6e32303557defe0ed7cd8fc8ec7822a3e97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-d176-7b62-971b-5a43b259c311"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"region_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ORDER BY CAST(\\\"Region\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND \\\"Region\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"Administrative\\\",\\n MIN(\\\"region_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ordered\\\"\\nWHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\nGROUP BY \\\"Administrative\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 0.95 percentile per Administrative group by ordering Region values within each group and selecting the smallest value at or above the ceil(0.95 * group_size) position. Region is CAST to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22904,"cached_input_tokens":21888,"output_tokens":592}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b48c0e5862ec6873d6da57fbe475f8f524646b5d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"Administrative\",\n CAST(\"Region\" AS REAL) AS \"region_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\"\n ORDER BY CAST(\"Region\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND \"Region\" IS NOT NULL\n)\nSELECT\n \"Administrative\",\n MIN(\"region_value\") AS \"percentile_measure\"\nFROM \"ordered\"\nWHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER)\nGROUP BY \"Administrative\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the 0.95 percentile per Administrative group by ordering Region values within each group and selecting the smallest value at or above the ceil(0.95 * group_size) position. Region is CAST to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d0056947e826a1966b120b9e7b721bdc50af95a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:50:47.888175Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:50.536369Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:06.157137Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b93f2414d7c1b6280ba79e45aa9bddfcf59f09f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Administrative, measure_col=Region. +Result preview: [{"Administrative": "19", "percentile_measure": 9.0}, {"Administrative": "18", "percentile_measure": 9.0}, {"Administrative": "13", "percentile_measure": 9.0}, {"Administrative": "9", "percentile_measure": 8.0}, {"Administrative": "8", "percentile_measure": 8.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a43faa941b65d988039d02bb8910ca1730d5c7b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_07efa40d6968989a +-- problem_id: v2p_m6_24190cc777ce3ddf +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "Administrative", + CAST("Region" AS REAL) AS "region_value", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative" + ORDER BY CAST("Region" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative" + ) AS "cnt" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND "Region" IS NOT NULL +) +SELECT + "Administrative", + MIN("region_value") AS "percentile_measure" +FROM "ordered" +WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999 AS INTEGER) +GROUP BY "Administrative" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a62790080181b67f047ffdcacbbc86851cfc034e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"Administrative\",\n CAST(\"Region\" AS REAL) AS \"region_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\"\n ORDER BY CAST(\"Region\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND \"Region\" IS NOT NULL\n)\nSELECT\n \"Administrative\",\n MIN(\"region_value\") AS \"percentile_measure\"\nFROM \"ordered\"\nWHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER)\nGROUP BY \"Administrative\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"region_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ORDER BY CAST(\\\"Region\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND \\\"Region\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"Administrative\\\",\\n MIN(\\\"region_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ordered\\\"\\nWHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\nGROUP BY \\\"Administrative\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Administrative\", \"percentile_measure\"], \"rows\": [{\"Administrative\": \"19\", \"percentile_measure\": 9.0}, {\"Administrative\": \"18\", \"percentile_measure\": 9.0}, {\"Administrative\": \"13\", \"percentile_measure\": 9.0}, {\"Administrative\": \"9\", \"percentile_measure\": 8.0}, {\"Administrative\": \"8\", \"percentile_measure\": 8.0}, {\"Administrative\": \"7\", \"percentile_measure\": 8.0}, {\"Administrative\": \"6\", \"percentile_measure\": 8.0}, {\"Administrative\": \"5\", \"percentile_measure\": 8.0}, {\"Administrative\": \"4\", \"percentile_measure\": 8.0}, {\"Administrative\": \"3\", \"percentile_measure\": 8.0}, {\"Administrative\": \"2\", \"percentile_measure\": 8.0}, {\"Administrative\": \"16\", \"percentile_measure\": 8.0}, {\"Administrative\": \"14\", \"percentile_measure\": 8.0}, {\"Administrative\": \"12\", \"percentile_measure\": 8.0}, {\"Administrative\": \"1\", \"percentile_measure\": 8.0}, {\"Administrative\": \"0\", \"percentile_measure\": 8.0}, {\"Administrative\": \"21\", \"percentile_measure\": 7.0}, {\"Administrative\": \"17\", \"percentile_measure\": 7.0}, {\"Administrative\": \"15\", \"percentile_measure\": 7.0}, {\"Administrative\": \"11\", \"percentile_measure\": 7.0}, {\"Administrative\": \"10\", \"percentile_measure\": 7.0}, {\"Administrative\": \"24\", \"percentile_measure\": 6.0}, {\"Administrative\": \"27\", \"percentile_measure\": 3.0}, {\"Administrative\": \"23\", \"percentile_measure\": 3.0}, {\"Administrative\": \"22\", \"percentile_measure\": 3.0}, {\"Administrative\": \"26\", \"percentile_measure\": 2.0}, {\"Administrative\": \"20\", \"percentile_measure\": 1.0}], \"row_count_returned\": 27, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 45.09}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..009db5067e5340339227a0dc8c5f4fb9195dbef9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:50:47.634870+00:00", + "ended_at": "2026-05-04T08:51:06.913690+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_07efa40d6968989a", + "problem_id": "v2p_m6_24190cc777ce3ddf", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Administrative, measure_col=Region.", + "bindings": { + "group_col": "Administrative", + "measure_col": "Region", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_07efa40d6968989a.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_07efa40d6968989a", + "api_calls": 0, + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 592, + "total_tokens": 23496, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2813, + "estimated_output_tokens": 254, + "estimated_total_tokens": 3067, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19180.41, + "sql_execution_elapsed_ms_total": 45.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_07efa40d6968989a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..096c8a6741f395cb3c793765d1cf4c5bdfa1db07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:06.860420+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19180.41, "started_at": "2026-05-04T08:50:47.639919+00:00", "ended_at": "2026-05-04T08:51:06.819252+00:00", "prompt_metrics": {"chars": 10584, "bytes_utf8": 10584, "lines": 312, "estimated_tokens": 2813}, "response_metrics": {"chars": 989, "bytes_utf8": 989, "lines": 1, "estimated_tokens": 254}, "usage": {"input_tokens": 22904, "cached_input_tokens": 21888, "output_tokens": 592}, "stderr_preview": "2026-05-04T08:50:47.888175Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:50.536369Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\nGROUP BY \\\"Administrative\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 0.95 percentile per Administrative group by ordering Region values within each group and selecting the smallest value at or above the ceil(0.95 * group_size) position. Region is CAST to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..47f6c81af078e039298be3363908f6eb9703a605 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_07efa40d6968989a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_07efa40d6968989a", + "api_calls": 0, + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 592, + "total_tokens": 23496, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2813, + "estimated_output_tokens": 254, + "estimated_total_tokens": 3067, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19180.41, + "sql_execution_elapsed_ms_total": 45.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_07efa40d6968989a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b866d0ae847650707d2e8017898c44f3aff94aea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10801, "bytes_utf8": 10801, "lines": 314, "estimated_tokens": 2900}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1179, "bytes_utf8": 1179, "lines": 1, "estimated_tokens": 349}, "usage": {"input_tokens": 22991, "cached_input_tokens": 6528, "output_tokens": 458}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..75db042d7fcc7c9edd61f46ee4f53e1aff77260c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0803610147281bc6", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 6528, + "output_tokens": 458, + "total_tokens": 23449, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 349, + "estimated_total_tokens": 3249, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18001.78, + "sql_execution_elapsed_ms_total": 74.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_0803610147281bc6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9016d2d90074891a178fa7247b7d67aee0ebe2bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:23:22.997885+00:00", + "ended_at": "2026-05-04T08:23:40.999895+00:00", + "elapsed_ms": 18001.78, + "prompt_metrics": { + "chars": 10801, + "bytes_utf8": 10801, + "lines": 314, + "estimated_tokens": 2900 + }, + "stdout_metrics": { + "chars": 1660, + "bytes_utf8": 1660, + "lines": 4, + "estimated_tokens": 544 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13158 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1179, + "bytes_utf8": 1179, + "lines": 1, + "estimated_tokens": 349 + }, + "usage": { + "input_tokens": 22991, + "cached_input_tokens": 6528, + "output_tokens": 458 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eda5e16fe9c1551de8a0c0de8b3623689faafa04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=TrafficType, group_col_2=Weekend, measure_col=PageValues.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "TrafficType", + "group_col_2": "Weekend", + "measure_col": "PageValues", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0377d425eb7c6066d2b435892f8b321259cf97bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-b903-7022-a073-a525cbb675c5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"Weekend\\\",\\n CAST(\\\"PageValues\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"TrafficType\\\" IS NOT NULL\\n AND \\\"Weekend\\\" IS NOT NULL\\n AND \\\"PageValues\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"Weekend\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"TrafficType\\\", \\\"Weekend\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"TrafficType\\\", \\\"Weekend\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n)\\nSELECT\\n \\\"TrafficType\\\",\\n \\\"Weekend\\\",\\n AVG(CASE\\n WHEN \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2) THEN \\\"measure\\\"\\n END) AS \\\"median_measure\\\",\\n SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\")) AS \\\"measure_stddev\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"TrafficType\\\", \\\"Weekend\\\"\\nORDER BY \\\"median_measure\\\" DESC;\",\"notes\":\"Adapted the template for SQLite by computing the median with window functions and replacing STDDEV with SQRT(AVG(x*x) - AVG(x)^2). Cast \\\"PageValues\\\" from TEXT to REAL for numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22991,"cached_input_tokens":6528,"output_tokens":458}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56cddd20604738f98529a431edcbd5b15915376e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"base\" AS (\n SELECT\n \"TrafficType\",\n \"Weekend\",\n CAST(\"PageValues\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"TrafficType\" IS NOT NULL\n AND \"Weekend\" IS NOT NULL\n AND \"PageValues\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"TrafficType\",\n \"Weekend\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"TrafficType\", \"Weekend\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"TrafficType\", \"Weekend\"\n ) AS \"cnt\"\n FROM \"base\"\n)\nSELECT\n \"TrafficType\",\n \"Weekend\",\n AVG(CASE\n WHEN \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2) THEN \"measure\"\n END) AS \"median_measure\",\n SQRT(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\")) AS \"measure_stddev\"\nFROM \"ranked\"\nGROUP BY \"TrafficType\", \"Weekend\"\nORDER BY \"median_measure\" DESC;","notes":"Adapted the template for SQLite by computing the median with window functions and replacing STDDEV with SQRT(AVG(x*x) - AVG(x)^2). Cast \"PageValues\" from TEXT to REAL for numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ddb888fbf79c5840a77f3c53b65b8b406820b66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:23.198749Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:25.556391Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:40.307331Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f9e3a4d0aa48be45ff9c6e36e09fa54196e1b71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=TrafficType, group_col_2=Weekend, measure_col=PageValues. +Result preview: [{"TrafficType": "7", "Weekend": "FALSE", "median_measure": 2.0851021005, "measure_stddev": 21.97786789123868}, {"TrafficType": "1", "Weekend": "FALSE", "median_measure": 0.0, "measure_stddev": 10.90924261655217}, {"TrafficType": "1", "Weekend": "TRUE", "median_measure": 0.0, "measure_stddev": 10.980360284206318}, {"TrafficType": "10", "Weekend": "FALSE", "median_measure": 0.0, "measure_stddev": 16.304662718961147}, {"TrafficType": "10", "Weekend": "TRUE", "median_measure": 0.0, "measure_stddev": 24.011105231297122}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..23665ebec47ba0da7b529ca3005d43f7c5cc0373 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/generated_sql.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_0803610147281bc6 +-- problem_id: v2p_m6_6a59be0209f816ef +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "TrafficType", + "Weekend", + CAST("PageValues" AS REAL) AS "measure" + FROM "m6" + WHERE "TrafficType" IS NOT NULL + AND "Weekend" IS NOT NULL + AND "PageValues" IS NOT NULL +), +"ranked" AS ( + SELECT + "TrafficType", + "Weekend", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "TrafficType", "Weekend" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "TrafficType", "Weekend" + ) AS "cnt" + FROM "base" +) +SELECT + "TrafficType", + "Weekend", + AVG(CASE + WHEN "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) THEN "measure" + END) AS "median_measure", + SQRT(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) AS "measure_stddev" +FROM "ranked" +GROUP BY "TrafficType", "Weekend" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..653ad023e8e0a3f83e1ca27acfd21c680a69191e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"base\" AS (\n SELECT\n \"TrafficType\",\n \"Weekend\",\n CAST(\"PageValues\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"TrafficType\" IS NOT NULL\n AND \"Weekend\" IS NOT NULL\n AND \"PageValues\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"TrafficType\",\n \"Weekend\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"TrafficType\", \"Weekend\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"TrafficType\", \"Weekend\"\n ) AS \"cnt\"\n FROM \"base\"\n)\nSELECT\n \"TrafficType\",\n \"Weekend\",\n AVG(CASE\n WHEN \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2) THEN \"measure\"\n END) AS \"median_measure\",\n SQRT(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\")) AS \"measure_stddev\"\nFROM \"ranked\"\nGROUP BY \"TrafficType\", \"Weekend\"\nORDER BY \"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"Weekend\\\",\\n CAST(\\\"PageValues\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"TrafficType\\\" IS NOT NULL\\n AND \\\"Weekend\\\" IS NOT NULL\\n AND \\\"PageValues\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"Weekend\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"TrafficType\\\", \\\"Weekend\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"TrafficType\\\", \\\"Weekend\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n)\\nSELECT\\n \\\"TrafficType\\\",\\n \\\"Weekend\\\",\\n AVG(CASE\\n WHEN \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2) THEN \\\"measure\\\"\\n END) AS \\\"median_measure\\\",\\n SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\")) AS \\\"measure_stddev\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"TrafficType\\\", \\\"Weekend\\\"\\nORDER BY \\\"median_measure\\\" DESC;\", \"columns\": [\"TrafficType\", \"Weekend\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"TrafficType\": \"7\", \"Weekend\": \"FALSE\", \"median_measure\": 2.0851021005, \"measure_stddev\": 21.97786789123868}, {\"TrafficType\": \"1\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 10.90924261655217}, {\"TrafficType\": \"1\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 10.980360284206318}, {\"TrafficType\": \"10\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 16.304662718961147}, {\"TrafficType\": \"10\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 24.011105231297122}, {\"TrafficType\": \"11\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 15.780911711917879}, {\"TrafficType\": \"11\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 16.858994445705136}, {\"TrafficType\": \"12\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"13\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 10.63096964518392}, {\"TrafficType\": \"13\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 8.651954031533537}, {\"TrafficType\": \"14\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 4.888543681733559}, {\"TrafficType\": \"14\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 14.587465761021102}, {\"TrafficType\": \"15\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"15\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.326068668}, {\"TrafficType\": \"16\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"17\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"18\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"18\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"19\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 0.856518352109282}, {\"TrafficType\": \"19\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 22.543538459999997}, {\"TrafficType\": \"2\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 23.346785633385874}, {\"TrafficType\": \"2\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 19.74249040008775}, {\"TrafficType\": \"20\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 43.48699449386215}, {\"TrafficType\": \"20\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 20.5811236173823}, {\"TrafficType\": \"3\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 12.048838049817892}, {\"TrafficType\": \"3\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 17.5052055072394}, {\"TrafficType\": \"4\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 15.659214019686406}, {\"TrafficType\": \"4\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 22.948865136080396}, {\"TrafficType\": \"5\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 17.576695692696124}, {\"TrafficType\": \"5\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 26.02310778677368}, {\"TrafficType\": \"6\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 12.030952068508595}, {\"TrafficType\": \"6\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 19.046874600252316}, {\"TrafficType\": \"7\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 18.31942467013473}, {\"TrafficType\": \"8\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 34.17977541413132}, {\"TrafficType\": \"8\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 23.825449925272657}, {\"TrafficType\": \"9\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"9\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 14.647382885753693}], \"row_count_returned\": 37, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 74.68}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..335da36c29e32c304fe20d94185a623edce4aa03 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:23:22.993466+00:00", + "ended_at": "2026-05-04T08:23:41.104413+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_0803610147281bc6", + "problem_id": "v2p_m6_6a59be0209f816ef", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=TrafficType, group_col_2=Weekend, measure_col=PageValues.", + "bindings": { + "group_col": "TrafficType", + "group_col_2": "Weekend", + "measure_col": "PageValues", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_0803610147281bc6.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0803610147281bc6", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 6528, + "output_tokens": 458, + "total_tokens": 23449, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 349, + "estimated_total_tokens": 3249, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18001.78, + "sql_execution_elapsed_ms_total": 74.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_0803610147281bc6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6c3feb85c26053c7a76e1d693513c8e97c1745b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0803610147281bc6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:41.020433+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18001.78, "started_at": "2026-05-04T08:23:22.997885+00:00", "ended_at": "2026-05-04T08:23:40.999895+00:00", "prompt_metrics": {"chars": 10801, "bytes_utf8": 10801, "lines": 314, "estimated_tokens": 2900}, "response_metrics": {"chars": 1179, "bytes_utf8": 1179, "lines": 1, "estimated_tokens": 349}, "usage": {"input_tokens": 22991, "cached_input_tokens": 6528, "output_tokens": 458}, "stderr_preview": "2026-05-04T08:23:23.198749Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:25.556391Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=TrafficType, measure_col=Administrative_Duration.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Administrative_Duration", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0177f675bbdc650eda21d529210b3ba0063fe0b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-ec44-7251-955a-de99ebddedbe"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"TrafficType\\\", AVG(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"TrafficType\\\" and measure_col bound to \\\"Administrative_Duration\\\". CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22873,"cached_input_tokens":19840,"output_tokens":139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7625245fdaaeef27d9b6eed6f181e3c428f842e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"TrafficType\", AVG(CAST(\"Administrative_Duration\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"TrafficType\" and measure_col bound to \"Administrative_Duration\". CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..997a399b3c8ec3bdddda26238d36af3afe733dbf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:57.555725Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:59.985551Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:09.027935Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..64c97f3cb62144c568668d4af70d2db9a79efe1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=TrafficType, measure_col=Administrative_Duration. +Result preview: [{"TrafficType": "16", "avg_measure": 295.92222223333334}, {"TrafficType": "14", "avg_measure": 277.14774113076925}, {"TrafficType": "5", "avg_measure": 106.85850000093463}, {"TrafficType": "2", "avg_measure": 105.94804295616075}, {"TrafficType": "8", "avg_measure": 103.6623763154519}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..45e2b809988ade344307005b27e263d92023340e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_0843c280aed7c3b7 +-- problem_id: v2p_m6_b58b0df76581eb38 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", AVG(CAST("Administrative_Duration" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "TrafficType" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76e86ab61aaf848a3a07210d7cfa77d551ecc7c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"TrafficType\", AVG(CAST(\"Administrative_Duration\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"TrafficType\\\", AVG(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"TrafficType\", \"avg_measure\"], \"rows\": [{\"TrafficType\": \"16\", \"avg_measure\": 295.92222223333334}, {\"TrafficType\": \"14\", \"avg_measure\": 277.14774113076925}, {\"TrafficType\": \"5\", \"avg_measure\": 106.85850000093463}, {\"TrafficType\": \"2\", \"avg_measure\": 105.94804295616075}, {\"TrafficType\": \"8\", \"avg_measure\": 103.6623763154519}, {\"TrafficType\": \"7\", \"avg_measure\": 85.33959821250001}, {\"TrafficType\": \"20\", \"avg_measure\": 79.8741983540404}, {\"TrafficType\": \"10\", \"avg_measure\": 76.52363360122223}, {\"TrafficType\": \"4\", \"avg_measure\": 75.26439623089337}, {\"TrafficType\": \"18\", \"avg_measure\": 72.14}, {\"TrafficType\": \"15\", \"avg_measure\": 70.16008772026316}, {\"TrafficType\": \"6\", \"avg_measure\": 69.7406638074099}, {\"TrafficType\": \"13\", \"avg_measure\": 67.84447362914634}, {\"TrafficType\": \"9\", \"avg_measure\": 67.79365079309524}, {\"TrafficType\": \"1\", \"avg_measure\": 65.72627295025703}, {\"TrafficType\": \"11\", \"avg_measure\": 62.51399418858299}, {\"TrafficType\": \"3\", \"avg_measure\": 56.27624623362427}, {\"TrafficType\": \"19\", \"avg_measure\": 40.172459894117644}, {\"TrafficType\": \"17\", \"avg_measure\": 0.0}, {\"TrafficType\": \"12\", \"avg_measure\": 0.0}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.94}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c536f206564a87ffc8b73429c98a4e5d1d35a89b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:15:57.328129+00:00", + "ended_at": "2026-05-04T08:16:09.844995+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_0843c280aed7c3b7", + "problem_id": "v2p_m6_b58b0df76581eb38", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=TrafficType, measure_col=Administrative_Duration.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Administrative_Duration", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_0843c280aed7c3b7.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0843c280aed7c3b7", + "api_calls": 0, + "input_tokens": 22873, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 23012, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2782, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2884, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12475.29, + "sql_execution_elapsed_ms_total": 9.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_0843c280aed7c3b7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96a55ffb7396e92cba914fbd56204682b4a96b50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843c280aed7c3b7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:09.827207+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12475.29, "started_at": "2026-05-04T08:15:57.334741+00:00", "ended_at": "2026-05-04T08:16:09.810142+00:00", "prompt_metrics": {"chars": 10445, "bytes_utf8": 10445, "lines": 312, "estimated_tokens": 2782}, "response_metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22873, "cached_input_tokens": 19840, "output_tokens": 139}, "stderr_preview": "2026-05-04T08:15:57.555725Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:59.985551Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Administrative, group_col_2=Informational, measure_col=TrafficType.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "Administrative", + "group_col_2": "Informational", + "measure_col": "TrafficType", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31b572a8b09e6af7cb7eb5def40b2a294447637d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-b703-7602-8ff9-bfe80d2971ba"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"Informational\\\",\\n CAST(\\\"TrafficType\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\", \\\"Informational\\\"\\n ORDER BY CAST(\\\"TrafficType\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\", \\\"Informational\\\"\\n ) AS \\\"cnt\\\",\\n AVG(CAST(\\\"TrafficType\\\" AS REAL)) OVER (\\n PARTITION BY \\\"Administrative\\\", \\\"Informational\\\"\\n ) AS \\\"mean_value\\\",\\n AVG(CAST(\\\"TrafficType\\\" AS REAL) * CAST(\\\"TrafficType\\\" AS REAL)) OVER (\\n PARTITION BY \\\"Administrative\\\", \\\"Informational\\\"\\n ) AS \\\"mean_square\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND \\\"Informational\\\" IS NOT NULL\\n AND \\\"TrafficType\\\" IS NOT NULL\\n),\\n\\\"summary\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"Informational\\\",\\n COUNT(*) AS \\\"group_size\\\",\\n AVG(CASE\\n WHEN \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2) THEN \\\"measure_value\\\"\\n END) AS \\\"median_measure\\\",\\n MAX(CASE\\n WHEN (\\\"mean_square\\\" - (\\\"mean_value\\\" * \\\"mean_value\\\")) < 0 THEN 0\\n ELSE (\\\"mean_square\\\" - (\\\"mean_value\\\" * \\\"mean_value\\\"))\\n END) AS \\\"measure_variance\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"Administrative\\\", \\\"Informational\\\"\\n HAVING COUNT(*) >= 5\\n)\\nSELECT\\n \\\"Administrative\\\",\\n \\\"Informational\\\",\\n \\\"median_measure\\\",\\n \\\"measure_variance\\\" AS \\\"measure_stddev\\\"\\nFROM \\\"summary\\\"\\nORDER BY \\\"median_measure\\\" DESC, \\\"Administrative\\\", \\\"Informational\\\";\",\"notes\":\"Used the planned two-dimensional grouping on \\\"Administrative\\\" and \\\"Informational\\\" with \\\"TrafficType\\\" cast to REAL. Because SQLite does not support PERCENTILE_CONT or STDDEV, the query emulates the median with window functions and substitutes non-negative variance (aliased as \\\"measure_stddev\\\") as the closest SQLite-compatible dispersion summary. Applied a minimum group size filter of 5 for the filtered_stable_view intent.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22992,"cached_input_tokens":21888,"output_tokens":1497}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c211368a5811bd929c6431d1a9a5bc2492c6443e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"Administrative\",\n \"Informational\",\n CAST(\"TrafficType\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\", \"Informational\"\n ORDER BY CAST(\"TrafficType\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\", \"Informational\"\n ) AS \"cnt\",\n AVG(CAST(\"TrafficType\" AS REAL)) OVER (\n PARTITION BY \"Administrative\", \"Informational\"\n ) AS \"mean_value\",\n AVG(CAST(\"TrafficType\" AS REAL) * CAST(\"TrafficType\" AS REAL)) OVER (\n PARTITION BY \"Administrative\", \"Informational\"\n ) AS \"mean_square\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND \"Informational\" IS NOT NULL\n AND \"TrafficType\" IS NOT NULL\n),\n\"summary\" AS (\n SELECT\n \"Administrative\",\n \"Informational\",\n COUNT(*) AS \"group_size\",\n AVG(CASE\n WHEN \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2) THEN \"measure_value\"\n END) AS \"median_measure\",\n MAX(CASE\n WHEN (\"mean_square\" - (\"mean_value\" * \"mean_value\")) < 0 THEN 0\n ELSE (\"mean_square\" - (\"mean_value\" * \"mean_value\"))\n END) AS \"measure_variance\"\n FROM \"ranked\"\n GROUP BY \"Administrative\", \"Informational\"\n HAVING COUNT(*) >= 5\n)\nSELECT\n \"Administrative\",\n \"Informational\",\n \"median_measure\",\n \"measure_variance\" AS \"measure_stddev\"\nFROM \"summary\"\nORDER BY \"median_measure\" DESC, \"Administrative\", \"Informational\";","notes":"Used the planned two-dimensional grouping on \"Administrative\" and \"Informational\" with \"TrafficType\" cast to REAL. Because SQLite does not support PERCENTILE_CONT or STDDEV, the query emulates the median with window functions and substitutes non-negative variance (aliased as \"measure_stddev\") as the closest SQLite-compatible dispersion summary. Applied a minimum group size filter of 5 for the filtered_stable_view intent."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..827584dc60859ff804ba52551a9aa4ded1d65fe2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:39.335325Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:41.732980Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:17.637679Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..64ea52aab16af3293d907ccac667f2d30796a292 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Administrative, group_col_2=Informational, measure_col=TrafficType. +Result preview: [{"Administrative": "3", "Informational": "6", "median_measure": 5.0, "measure_stddev": 50.1388888888889}, {"Administrative": "2", "Informational": "5", "median_measure": 4.0, "measure_stddev": 14.888888888888882}, {"Administrative": "7", "Informational": "7", "median_measure": 4.0, "measure_stddev": 0.9599999999999973}, {"Administrative": "0", "Informational": "0", "median_measure": 3.0, "measure_stddev": 18.535587556774722}, {"Administrative": "1", "Informational": "0", "median_measure": 3.0, "measure_stddev": 17.077891649438335}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3fb64894793dda49a55ffac99b0d4e3a9fa5900d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/generated_sql.sql @@ -0,0 +1,59 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_0843f13e0aa628ed +-- problem_id: v2p_m6_e07db97fc6fbc203 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Administrative", + "Informational", + CAST("TrafficType" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative", "Informational" + ORDER BY CAST("TrafficType" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative", "Informational" + ) AS "cnt", + AVG(CAST("TrafficType" AS REAL)) OVER ( + PARTITION BY "Administrative", "Informational" + ) AS "mean_value", + AVG(CAST("TrafficType" AS REAL) * CAST("TrafficType" AS REAL)) OVER ( + PARTITION BY "Administrative", "Informational" + ) AS "mean_square" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND "Informational" IS NOT NULL + AND "TrafficType" IS NOT NULL +), +"summary" AS ( + SELECT + "Administrative", + "Informational", + COUNT(*) AS "group_size", + AVG(CASE + WHEN "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) THEN "measure_value" + END) AS "median_measure", + MAX(CASE + WHEN ("mean_square" - ("mean_value" * "mean_value")) < 0 THEN 0 + ELSE ("mean_square" - ("mean_value" * "mean_value")) + END) AS "measure_variance" + FROM "ranked" + GROUP BY "Administrative", "Informational" + HAVING COUNT(*) >= 5 +) +SELECT + "Administrative", + "Informational", + "median_measure", + "measure_variance" AS "measure_stddev" +FROM "summary" +ORDER BY "median_measure" DESC, "Administrative", "Informational"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ea2c415e0db32de5fbbbe9d591abebcac0d1916 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"Administrative\",\n \"Informational\",\n CAST(\"TrafficType\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\", \"Informational\"\n ORDER BY CAST(\"TrafficType\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\", \"Informational\"\n ) AS \"cnt\",\n AVG(CAST(\"TrafficType\" AS REAL)) OVER (\n PARTITION BY \"Administrative\", \"Informational\"\n ) AS \"mean_value\",\n AVG(CAST(\"TrafficType\" AS REAL) * CAST(\"TrafficType\" AS REAL)) OVER (\n PARTITION BY \"Administrative\", \"Informational\"\n ) AS \"mean_square\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND \"Informational\" IS NOT NULL\n AND \"TrafficType\" IS NOT NULL\n),\n\"summary\" AS (\n SELECT\n \"Administrative\",\n \"Informational\",\n COUNT(*) AS \"group_size\",\n AVG(CASE\n WHEN \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2) THEN \"measure_value\"\n END) AS \"median_measure\",\n MAX(CASE\n WHEN (\"mean_square\" - (\"mean_value\" * \"mean_value\")) < 0 THEN 0\n ELSE (\"mean_square\" - (\"mean_value\" * \"mean_value\"))\n END) AS \"measure_variance\"\n FROM \"ranked\"\n GROUP BY \"Administrative\", \"Informational\"\n HAVING COUNT(*) >= 5\n)\nSELECT\n \"Administrative\",\n \"Informational\",\n \"median_measure\",\n \"measure_variance\" AS \"measure_stddev\"\nFROM \"summary\"\nORDER BY \"median_measure\" DESC, \"Administrative\", \"Informational\";", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"Informational\\\",\\n CAST(\\\"TrafficType\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\", \\\"Informational\\\"\\n ORDER BY CAST(\\\"TrafficType\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\", \\\"Informational\\\"\\n ) AS \\\"cnt\\\",\\n AVG(CAST(\\\"TrafficType\\\" AS REAL)) OVER (\\n PARTITION BY \\\"Administrative\\\", \\\"Informational\\\"\\n ) AS \\\"mean_value\\\",\\n AVG(CAST(\\\"TrafficType\\\" AS REAL) * CAST(\\\"TrafficType\\\" AS REAL)) OVER (\\n PARTITION BY \\\"Administrative\\\", \\\"Informational\\\"\\n ) AS \\\"mean_square\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND \\\"Informational\\\" IS NOT NULL\\n AND \\\"TrafficType\\\" IS NOT NULL\\n),\\n\\\"summary\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"Informational\\\",\\n COUNT(*) AS \\\"group_size\\\",\\n AVG(CASE\\n WHEN \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2) THEN \\\"measure_value\\\"\\n END) AS \\\"median_measure\\\",\\n MAX(CASE\\n WHEN (\\\"mean_square\\\" - (\\\"mean_value\\\" * \\\"mean_value\\\")) < 0 THEN 0\\n ELSE (\\\"mean_square\\\" - (\\\"mean_value\\\" * \\\"mean_value\\\"))\\n END) AS \\\"measure_variance\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"Administrative\\\", \\\"Informational\\\"\\n HAVING COUNT(*) >= 5\\n)\\nSELECT\\n \\\"Administrative\\\",\\n \\\"Informational\\\",\\n \\\"median_measure\\\",\\n \\\"measure_variance\\\" AS \\\"measure_stddev\\\"\\nFROM \\\"summary\\\"\\nORDER BY \\\"median_measure\\\" DESC, \\\"Administrative\\\", \\\"Informational\\\";\", \"columns\": [\"Administrative\", \"Informational\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"Administrative\": \"3\", \"Informational\": \"6\", \"median_measure\": 5.0, \"measure_stddev\": 50.1388888888889}, {\"Administrative\": \"2\", \"Informational\": \"5\", \"median_measure\": 4.0, \"measure_stddev\": 14.888888888888882}, {\"Administrative\": \"7\", \"Informational\": \"7\", \"median_measure\": 4.0, \"measure_stddev\": 0.9599999999999973}, {\"Administrative\": \"0\", \"Informational\": \"0\", \"median_measure\": 3.0, \"measure_stddev\": 18.535587556774722}, {\"Administrative\": \"1\", \"Informational\": \"0\", \"median_measure\": 3.0, \"measure_stddev\": 17.077891649438335}, {\"Administrative\": \"10\", \"Informational\": \"0\", \"median_measure\": 3.0, \"measure_stddev\": 12.3510101010101}, {\"Administrative\": \"10\", \"Informational\": \"3\", \"median_measure\": 3.0, \"measure_stddev\": 19.984375}, {\"Administrative\": \"11\", \"Informational\": \"0\", \"median_measure\": 3.0, \"measure_stddev\": 14.458908612754765}, {\"Administrative\": \"11\", \"Informational\": \"4\", \"median_measure\": 3.0, \"measure_stddev\": 53.135802469135804}, {\"Administrative\": \"14\", \"Informational\": \"2\", \"median_measure\": 3.0, \"measure_stddev\": 9.355371900826446}, {\"Administrative\": \"15\", \"Informational\": \"0\", \"median_measure\": 3.0, \"measure_stddev\": 35.41666666666667}, {\"Administrative\": \"6\", \"Informational\": \"3\", \"median_measure\": 3.0, \"measure_stddev\": 7.296875}, {\"Administrative\": \"8\", \"Informational\": \"4\", \"median_measure\": 3.0, \"measure_stddev\": 13.84888888888889}, {\"Administrative\": \"9\", \"Informational\": \"1\", \"median_measure\": 3.0, \"measure_stddev\": 32.84812623274162}, {\"Administrative\": \"10\", \"Informational\": \"1\", \"median_measure\": 2.5, \"measure_stddev\": 10.645555555555555}, {\"Administrative\": \"11\", \"Informational\": \"3\", \"median_measure\": 2.5, \"measure_stddev\": 29.576388888888886}, {\"Administrative\": \"15\", \"Informational\": \"3\", \"median_measure\": 2.5, \"measure_stddev\": 9.583333333333332}, {\"Administrative\": \"8\", \"Informational\": \"5\", \"median_measure\": 2.5, \"measure_stddev\": 15.80555555555555}, {\"Administrative\": \"0\", \"Informational\": \"1\", \"median_measure\": 2.0, \"measure_stddev\": 18.75026465028355}, {\"Administrative\": \"0\", \"Informational\": \"2\", \"median_measure\": 2.0, \"measure_stddev\": 13.34137755102041}, {\"Administrative\": \"0\", \"Informational\": \"3\", \"median_measure\": 2.0, \"measure_stddev\": 14.767532929868283}, {\"Administrative\": \"0\", \"Informational\": \"4\", \"median_measure\": 2.0, \"measure_stddev\": 5.252077562326869}, {\"Administrative\": \"0\", \"Informational\": \"5\", \"median_measure\": 2.0, \"measure_stddev\": 9.109375}, {\"Administrative\": \"0\", \"Informational\": \"6\", \"median_measure\": 2.0, \"measure_stddev\": 20.25}, {\"Administrative\": \"1\", \"Informational\": \"1\", \"median_measure\": 2.0, \"measure_stddev\": 18.251955555555558}, {\"Administrative\": \"1\", \"Informational\": \"2\", \"median_measure\": 2.0, \"measure_stddev\": 7.55391764140362}, {\"Administrative\": \"1\", \"Informational\": \"3\", \"median_measure\": 2.0, \"measure_stddev\": 14.460317460317466}, {\"Administrative\": \"1\", \"Informational\": \"4\", \"median_measure\": 2.0, \"measure_stddev\": 13.693877551020407}, {\"Administrative\": \"1\", \"Informational\": \"5\", \"median_measure\": 2.0, \"measure_stddev\": 5.111111111111111}, {\"Administrative\": \"1\", \"Informational\": \"6\", \"median_measure\": 2.0, \"measure_stddev\": 0.8888888888888875}, {\"Administrative\": \"10\", \"Informational\": \"2\", \"median_measure\": 2.0, \"measure_stddev\": 16.810000000000002}, {\"Administrative\": \"10\", \"Informational\": \"4\", \"median_measure\": 2.0, \"measure_stddev\": 1.5555555555555554}, {\"Administrative\": \"10\", \"Informational\": \"5\", \"median_measure\": 2.0, \"measure_stddev\": 0.1599999999999997}, {\"Administrative\": \"11\", \"Informational\": \"1\", \"median_measure\": 2.0, \"measure_stddev\": 2.882653061224489}, {\"Administrative\": \"11\", \"Informational\": \"2\", \"median_measure\": 2.0, \"measure_stddev\": 6.173010380622838}, {\"Administrative\": \"11\", \"Informational\": \"5\", \"median_measure\": 2.0, \"measure_stddev\": 0.33333333333333304}, {\"Administrative\": \"11\", \"Informational\": \"6\", \"median_measure\": 2.0, \"measure_stddev\": 0.40000000000000036}, {\"Administrative\": \"12\", \"Informational\": \"0\", \"median_measure\": 2.0, \"measure_stddev\": 9.828947368421051}, {\"Administrative\": \"12\", \"Informational\": \"1\", \"median_measure\": 2.0, \"measure_stddev\": 6.852071005917161}, {\"Administrative\": \"12\", \"Informational\": \"2\", \"median_measure\": 2.0, \"measure_stddev\": 11.603305785123966}, {\"Administrative\": \"12\", \"Informational\": \"3\", \"median_measure\": 2.0, \"measure_stddev\": 15.918367346938776}, {\"Administrative\": \"12\", \"Informational\": \"4\", \"median_measure\": 2.0, \"measure_stddev\": 16.24}, {\"Administrative\": \"13\", \"Informational\": \"0\", \"median_measure\": 2.0, \"measure_stddev\": 20.2275}, {\"Administrative\": \"13\", \"Informational\": \"1\", \"median_measure\": 2.0, \"measure_stddev\": 17.560000000000002}, {\"Administrative\": \"13\", \"Informational\": \"2\", \"median_measure\": 2.0, \"measure_stddev\": 19.439999999999994}, {\"Administrative\": \"13\", \"Informational\": \"3\", \"median_measure\": 2.0, \"measure_stddev\": 18.122448979591834}, {\"Administrative\": \"14\", \"Informational\": \"0\", \"median_measure\": 2.0, \"measure_stddev\": 31.583333333333336}, {\"Administrative\": \"14\", \"Informational\": \"6\", \"median_measure\": 2.0, \"measure_stddev\": 0.9599999999999991}, {\"Administrative\": \"15\", \"Informational\": \"2\", \"median_measure\": 2.0, \"measure_stddev\": 34.984375}, {\"Administrative\": \"16\", \"Informational\": \"0\", \"median_measure\": 2.0, \"measure_stddev\": 4.010000000000002}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 83.46}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e7220d886ce79ad4f4766eba2848e3a187f3f404 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:26:39.080625+00:00", + "ended_at": "2026-05-04T08:27:18.528710+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_0843f13e0aa628ed", + "problem_id": "v2p_m6_e07db97fc6fbc203", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Administrative, group_col_2=Informational, measure_col=TrafficType.", + "bindings": { + "group_col": "Administrative", + "group_col_2": "Informational", + "measure_col": "TrafficType", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_0843f13e0aa628ed.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0843f13e0aa628ed", + "api_calls": 0, + "input_tokens": 22992, + "cached_input_tokens": 21888, + "output_tokens": 1497, + "total_tokens": 24489, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2901, + "estimated_output_tokens": 547, + "estimated_total_tokens": 3448, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 39330.76, + "sql_execution_elapsed_ms_total": 83.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_0843f13e0aa628ed\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59c05de9d895afce44a45e331566c4858b1a74a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0843f13e0aa628ed/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:18.435706+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 39330.76, "started_at": "2026-05-04T08:26:39.084739+00:00", "ended_at": "2026-05-04T08:27:18.415455+00:00", "prompt_metrics": {"chars": 10819, "bytes_utf8": 10819, "lines": 314, "estimated_tokens": 2901}, "response_metrics": {"chars": 2061, "bytes_utf8": 2061, "lines": 1, "estimated_tokens": 547}, "usage": {"input_tokens": 22992, "cached_input_tokens": 21888, "output_tokens": 1497}, "stderr_preview": "2026-05-04T08:26:39.335325Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:41.732980Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Weekend, measure_col=Informational.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Weekend", + "measure_col": "Informational", + "item_col": "ExitRates", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac914b6b35a0397fc5e319cc18c10bd77b71bbf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-c3ae-7e20-8c7d-870a60417337"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Weekend\\\", \\\"ExitRates\\\",\\n SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Informational\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Informational\\\" AS REAL))) OVER (PARTITION BY \\\"Weekend\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\", \\\"ExitRates\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"Weekend\\\", item_col=\\\"ExitRates\\\", and measure_col=\\\"Informational\\\". CAST to REAL was added because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22987,"cached_input_tokens":19840,"output_tokens":202}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ad58bac60ae66260a65e84689e409bcf49194a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Weekend\", \"ExitRates\",\n SUM(CAST(\"Informational\" AS REAL)) AS total_measure,\n SUM(CAST(\"Informational\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Informational\" AS REAL))) OVER (PARTITION BY \"Weekend\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Weekend\", \"ExitRates\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"Weekend\", item_col=\"ExitRates\", and measure_col=\"Informational\". CAST to REAL was added because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2694763da922067efc9e28a8ed4bc2fd072abc79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:38:43.430564Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:38:45.788233Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:38:56.611350Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..89d0bd97453c60b8902d5e4f1a5c046b6b3a14b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Weekend, measure_col=Informational. +Result preview: [{"Weekend": "TRUE", "ExitRates": "0.015431438", "total_measure": 24.0, "share_within_group": 1.4277215942891137}, {"Weekend": "TRUE", "ExitRates": "0.016666667", "total_measure": 19.0, "share_within_group": 1.1302795954788816}, {"Weekend": "TRUE", "ExitRates": "0.009959744", "total_measure": 14.0, "share_within_group": 0.8328375966686496}, {"Weekend": "FALSE", "ExitRates": "0.033333333", "total_measure": 35.0, "share_within_group": 0.7729681978798587}, {"Weekend": "FALSE", "ExitRates": "0.016666667", "total_measure": 34.0, "share_within_group": 0.7508833922261484}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ec300a6edca0dcde5fae345c30e9f6d9cf0740a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_08a269ab41b823b6 +-- problem_id: v2p_m6_1a1b771ce403577b +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", "ExitRates", + SUM(CAST("Informational" AS REAL)) AS total_measure, + SUM(CAST("Informational" AS REAL)) * 100.0 / SUM(SUM(CAST("Informational" AS REAL))) OVER (PARTITION BY "Weekend") AS share_within_group +FROM "m6" +GROUP BY "Weekend", "ExitRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c427dd20d98d4e228a185c665a1314b0c30fd43b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Weekend\", \"ExitRates\",\n SUM(CAST(\"Informational\" AS REAL)) AS total_measure,\n SUM(CAST(\"Informational\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Informational\" AS REAL))) OVER (PARTITION BY \"Weekend\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Weekend\", \"ExitRates\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Weekend\\\", \\\"ExitRates\\\",\\n SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Informational\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Informational\\\" AS REAL))) OVER (PARTITION BY \\\"Weekend\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\", \\\"ExitRates\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Weekend\", \"ExitRates\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Weekend\": \"TRUE\", \"ExitRates\": \"0.015431438\", \"total_measure\": 24.0, \"share_within_group\": 1.4277215942891137}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.016666667\", \"total_measure\": 19.0, \"share_within_group\": 1.1302795954788816}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.009959744\", \"total_measure\": 14.0, \"share_within_group\": 0.8328375966686496}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.033333333\", \"total_measure\": 35.0, \"share_within_group\": 0.7729681978798587}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.016666667\", \"total_measure\": 34.0, \"share_within_group\": 0.7508833922261484}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.014926307\", \"total_measure\": 12.0, \"share_within_group\": 0.7138607971445569}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.023038462\", \"total_measure\": 12.0, \"share_within_group\": 0.7138607971445569}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.033262108\", \"total_measure\": 12.0, \"share_within_group\": 0.7138607971445569}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.018181818\", \"total_measure\": 29.0, \"share_within_group\": 0.6404593639575972}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.02\", \"total_measure\": 29.0, \"share_within_group\": 0.6404593639575972}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.0125\", \"total_measure\": 27.0, \"share_within_group\": 0.5962897526501767}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.009090909\", \"total_measure\": 10.0, \"share_within_group\": 0.594883997620464}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.0125\", \"total_measure\": 10.0, \"share_within_group\": 0.594883997620464}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.015384615\", \"total_measure\": 26.0, \"share_within_group\": 0.5742049469964664}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.011841507\", \"total_measure\": 9.0, \"share_within_group\": 0.5353955978584176}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.012179841\", \"total_measure\": 9.0, \"share_within_group\": 0.5353955978584176}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.022135148\", \"total_measure\": 9.0, \"share_within_group\": 0.5353955978584176}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.024303938\", \"total_measure\": 9.0, \"share_within_group\": 0.5353955978584176}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.025\", \"total_measure\": 9.0, \"share_within_group\": 0.5353955978584176}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.033333333\", \"total_measure\": 9.0, \"share_within_group\": 0.5353955978584176}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.050212934\", \"total_measure\": 9.0, \"share_within_group\": 0.5353955978584176}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.025\", \"total_measure\": 22.0, \"share_within_group\": 0.48586572438162545}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.001799477\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.009848144\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.01\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.01127957\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.011458333\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.015531015\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.027247449\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.031113658\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.0375\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.022222222\", \"total_measure\": 20.0, \"share_within_group\": 0.4416961130742049}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.05\", \"total_measure\": 20.0, \"share_within_group\": 0.4416961130742049}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.004761905\", \"total_measure\": 19.0, \"share_within_group\": 0.4196113074204947}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.006666667\", \"total_measure\": 19.0, \"share_within_group\": 0.4196113074204947}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.009090909\", \"total_measure\": 19.0, \"share_within_group\": 0.4196113074204947}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.007674419\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.007866316\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.00952381\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.011111111\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.013700977\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.014285714\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.015733333\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.016769542\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.031932773\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.035377102\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.036927442\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.040415616\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.05\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.008333333\", \"total_measure\": 18.0, \"share_within_group\": 0.39752650176678445}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 40.15}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ec1eb9188efccbde67f7bcb85b061bf0dbbf44fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:38:43.229222+00:00", + "ended_at": "2026-05-04T08:38:57.661229+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_08a269ab41b823b6", + "problem_id": "v2p_m6_1a1b771ce403577b", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Weekend, measure_col=Informational.", + "bindings": { + "group_col": "Weekend", + "measure_col": "Informational", + "item_col": "ExitRates", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_08a269ab41b823b6.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_08a269ab41b823b6", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 19840, + "output_tokens": 202, + "total_tokens": 23189, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 152, + "estimated_total_tokens": 3048, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14360.86, + "sql_execution_elapsed_ms_total": 40.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_08a269ab41b823b6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f69296071e363c426d60f500b0f0be9f443ceb80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08a269ab41b823b6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:38:57.612757+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14360.86, "started_at": "2026-05-04T08:38:43.233398+00:00", "ended_at": "2026-05-04T08:38:57.594226+00:00", "prompt_metrics": {"chars": 10816, "bytes_utf8": 10816, "lines": 314, "estimated_tokens": 2896}, "response_metrics": {"chars": 595, "bytes_utf8": 595, "lines": 1, "estimated_tokens": 152}, "usage": {"input_tokens": 22987, "cached_input_tokens": 19840, "output_tokens": 202}, "stderr_preview": "2026-05-04T08:38:43.430564Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:38:45.788233Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ff0a01fdad30e672aca0b39264b5338cf84319b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_08c8fe3766ab5b10\n-- problem_id: v2p_m6_3c9bafd4ba338709\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"PageValues\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"PageValues\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_08c8fe3766ab5b10\\n-- problem_id: v2p_m6_3c9bafd4ba338709\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"PageValues\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"PageValues\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"PageValues\", \"support\", \"avg_response\"], \"rows\": [{\"PageValues\": \"0\", \"support\": 9600, \"avg_response\": 0.35302083333333334}, {\"PageValues\": \"53.988\", \"support\": 6, \"avg_response\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..82f95173442617e2b0b0246e8ea77459d5dd0db1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.611256+00:00", + "ended_at": "2026-05-04T09:03:22.623480+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_08c8fe3766ab5b10", + "problem_id": "v2p_m6_3c9bafd4ba338709", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=PageValues.", + "bindings": { + "key_col": "PageValues", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=28", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 28, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_08c8fe3766ab5b10.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..09eb2f62741c2e98bf8516505a003829efb5954f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10685, "bytes_utf8": 10685, "lines": 316, "estimated_tokens": 2859}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 501, "bytes_utf8": 501, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22948, "cached_input_tokens": 19840, "output_tokens": 140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..85059def032f649a57a2a5f75a42ae6c85b1227c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0a973a1797eab450", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 19840, + "output_tokens": 140, + "total_tokens": 23088, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2983, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11724.38, + "sql_execution_elapsed_ms_total": 10.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_0a973a1797eab450\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e02f84b6db3f4a993193b129a67aff922d4acc8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:18:51.137588+00:00", + "ended_at": "2026-05-04T08:19:02.861658+00:00", + "elapsed_ms": 11724.38, + "prompt_metrics": { + "chars": 10685, + "bytes_utf8": 10685, + "lines": 316, + "estimated_tokens": 2859 + }, + "stdout_metrics": { + "chars": 835, + "bytes_utf8": 835, + "lines": 4, + "estimated_tokens": 237 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13238 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 501, + "bytes_utf8": 501, + "lines": 1, + "estimated_tokens": 124 + }, + "usage": { + "input_tokens": 22948, + "cached_input_tokens": 19840, + "output_tokens": 140 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbeb6ad94908542765d1bcaa8d033ecc28dfcf4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Region, measure_col=Browser.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Region", + "measure_col": "Browser", + "predicate_col": "Informational_Duration", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d18d87144a7861495f0237c97138b1f670c611fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-9301-7353-813a-1c4ed250e61b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Region\\\", SUM(CAST(\\\"Browser\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational_Duration\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Region\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template using group_col=\\\"Region\\\", measure_col=\\\"Browser\\\", and predicate_col=\\\"Informational_Duration\\\". CAST to REAL is used because the schema stores these numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22948,"cached_input_tokens":19840,"output_tokens":140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8920b9022c3b53f0670b52b3b784b45ee3dfebda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Region\", SUM(CAST(\"Browser\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Informational_Duration\" AS REAL) >= 0.0\nGROUP BY \"Region\"\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Applied the required Top-k Group Sum with Filter template using group_col=\"Region\", measure_col=\"Browser\", and predicate_col=\"Informational_Duration\". CAST to REAL is used because the schema stores these numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8827f2934970f158aec460dfae64266ba0fb19e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:51.314598Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:53.626004Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:02.023846Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f4d742f3acdb1dcb8cf4a2553d169ec590a2a56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Region, measure_col=Browser. +Result preview: [{"Region": "1", "total_measure": 10711.0}, {"Region": "3", "total_measure": 5527.0}, {"Region": "2", "total_measure": 2784.0}, {"Region": "4", "total_measure": 2713.0}, {"Region": "7", "total_measure": 1959.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..038f5cec3604046ec291c2b0217ac2d53a814ec2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_0a973a1797eab450 +-- problem_id: v2p_m6_2905a2def9e7f48f +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", SUM(CAST("Browser" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Informational_Duration" AS REAL) >= 0.0 +GROUP BY "Region" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b55749bcb4d0e7e19500e63fcada7a6d2e120721 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Region\", SUM(CAST(\"Browser\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Informational_Duration\" AS REAL) >= 0.0\nGROUP BY \"Region\"\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Region\\\", SUM(CAST(\\\"Browser\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational_Duration\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Region\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"Region\", \"total_measure\"], \"rows\": [{\"Region\": \"1\", \"total_measure\": 10711.0}, {\"Region\": \"3\", \"total_measure\": 5527.0}, {\"Region\": \"2\", \"total_measure\": 2784.0}, {\"Region\": \"4\", \"total_measure\": 2713.0}, {\"Region\": \"7\", \"total_measure\": 1959.0}, {\"Region\": \"9\", \"total_measure\": 1895.0}, {\"Region\": \"6\", \"total_measure\": 1823.0}, {\"Region\": \"8\", \"total_measure\": 917.0}, {\"Region\": \"5\", \"total_measure\": 734.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.17}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4dc20d833054d3b6298cef790c43390044dbf1b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:18:51.133826+00:00", + "ended_at": "2026-05-04T08:19:02.899523+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_0a973a1797eab450", + "problem_id": "v2p_m6_2905a2def9e7f48f", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Region, measure_col=Browser.", + "bindings": { + "group_col": "Region", + "measure_col": "Browser", + "predicate_col": "Informational_Duration", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_0a973a1797eab450.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0a973a1797eab450", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 19840, + "output_tokens": 140, + "total_tokens": 23088, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2983, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11724.38, + "sql_execution_elapsed_ms_total": 10.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_0a973a1797eab450\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64add0cfb69ae2556bfdd3c0852c9b8cfb51dcef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:02.881863+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11724.38, "started_at": "2026-05-04T08:18:51.137588+00:00", "ended_at": "2026-05-04T08:19:02.861658+00:00", "prompt_metrics": {"chars": 10685, "bytes_utf8": 10685, "lines": 316, "estimated_tokens": 2859}, "response_metrics": {"chars": 501, "bytes_utf8": 501, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22948, "cached_input_tokens": 19840, "output_tokens": 140}, "stderr_preview": "2026-05-04T08:18:51.314598Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:53.626004Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"Region\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template using group_col=\\\"Region\\\", measure_col=\\\"Browser\\\", and predicate_col=\\\"Informational_Duration\\\". CAST to REAL is used because the schema stores these numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bfd83bce7ac5bb181b62d0ef4adcfe36aa4dcf24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0a973a1797eab450/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0a973a1797eab450", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 19840, + "output_tokens": 140, + "total_tokens": 23088, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2983, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11724.38, + "sql_execution_elapsed_ms_total": 10.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_0a973a1797eab450\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0b21f44582a2d198/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0b21f44582a2d198/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa1c584d8deb8c5b03290b675ed26cf9a898739e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0b21f44582a2d198/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"ProductRelated": "1", "support": 622, "avg_response": 4.610048231511254}, {"ProductRelated": "2", "support": 465, "avg_response": 19.04196236563441}, {"ProductRelated": "3", "support": 458, "avg_response": 28.56040756904585}, {"ProductRelated": "4", "support": 404, "avg_response": 30.010188983341585}, {"ProductRelated": "6", "support": 396, "avg_response": 39.535280583636364}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0b21f44582a2d198/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0b21f44582a2d198/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..15aed2d8199f7a595ffe3cbffd2f264bfad4b52c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0b21f44582a2d198/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_0b21f44582a2d198 +-- problem_id: v2p_m6_97f9df93508aa1b2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "ProductRelated" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0b21f44582a2d198/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0b21f44582a2d198/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1fe6e0377cb6f3dfcf329fd40519412b4426092e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0b21f44582a2d198/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_0b21f44582a2d198\n-- problem_id: v2p_m6_97f9df93508aa1b2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ProductRelated\",\n COUNT(*) AS support,\n AVG(\"Administrative_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ProductRelated\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_0b21f44582a2d198\\n-- problem_id: v2p_m6_97f9df93508aa1b2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ProductRelated\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ProductRelated\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ProductRelated\", \"support\", \"avg_response\"], \"rows\": [{\"ProductRelated\": \"1\", \"support\": 622, \"avg_response\": 4.610048231511254}, {\"ProductRelated\": \"2\", \"support\": 465, \"avg_response\": 19.04196236563441}, {\"ProductRelated\": \"3\", \"support\": 458, \"avg_response\": 28.56040756904585}, {\"ProductRelated\": \"4\", \"support\": 404, \"avg_response\": 30.010188983341585}, {\"ProductRelated\": \"6\", \"support\": 396, \"avg_response\": 39.535280583636364}, {\"ProductRelated\": \"7\", \"support\": 391, \"avg_response\": 44.33964442618926}, {\"ProductRelated\": \"5\", \"support\": 382, \"avg_response\": 32.4369764397644}, {\"ProductRelated\": \"8\", \"support\": 370, \"avg_response\": 50.00696653910811}, {\"ProductRelated\": \"10\", \"support\": 330, \"avg_response\": 43.91582034630303}, {\"ProductRelated\": \"9\", \"support\": 317, \"avg_response\": 42.30179810690852}, {\"ProductRelated\": \"12\", \"support\": 313, \"avg_response\": 50.72517354223642}, {\"ProductRelated\": \"11\", \"support\": 308, \"avg_response\": 50.346481278603896}, {\"ProductRelated\": \"13\", \"support\": 289, \"avg_response\": 52.79598063432526}, {\"ProductRelated\": \"15\", \"support\": 270, \"avg_response\": 67.03042416359258}, {\"ProductRelated\": \"16\", \"support\": 260, \"avg_response\": 56.24775152373077}, {\"ProductRelated\": \"14\", \"support\": 251, \"avg_response\": 67.75730949338644}, {\"ProductRelated\": \"17\", \"support\": 226, \"avg_response\": 68.29718526827433}, {\"ProductRelated\": \"20\", \"support\": 225, \"avg_response\": 78.47433587191111}, {\"ProductRelated\": \"19\", \"support\": 218, \"avg_response\": 74.21277191972477}, {\"ProductRelated\": \"22\", \"support\": 213, \"avg_response\": 85.67774058150235}, {\"ProductRelated\": \"18\", \"support\": 200, \"avg_response\": 76.5311235346}, {\"ProductRelated\": \"21\", \"support\": 199, \"avg_response\": 74.80195455934673}, {\"ProductRelated\": \"24\", \"support\": 192, \"avg_response\": 76.55194409921874}, {\"ProductRelated\": \"23\", \"support\": 180, \"avg_response\": 74.64915598505556}, {\"ProductRelated\": \"27\", \"support\": 177, \"avg_response\": 92.68528951954804}, {\"ProductRelated\": \"26\", \"support\": 155, \"avg_response\": 118.5158075016129}, {\"ProductRelated\": \"25\", \"support\": 154, \"avg_response\": 82.98270562720779}, {\"ProductRelated\": \"28\", \"support\": 144, \"avg_response\": 114.14266197125}, {\"ProductRelated\": \"30\", \"support\": 142, \"avg_response\": 120.54679577507044}, {\"ProductRelated\": \"29\", \"support\": 135, \"avg_response\": 119.74466866622222}, {\"ProductRelated\": \"31\", \"support\": 128, \"avg_response\": 124.87516899710937}, {\"ProductRelated\": \"33\", \"support\": 121, \"avg_response\": 128.8586009192562}, {\"ProductRelated\": \"32\", \"support\": 119, \"avg_response\": 91.33684789495798}, {\"ProductRelated\": \"37\", \"support\": 118, \"avg_response\": 84.07515388932204}, {\"ProductRelated\": \"36\", \"support\": 110, \"avg_response\": 153.91262819825454}, {\"ProductRelated\": \"39\", \"support\": 109, \"avg_response\": 115.33594473541284}, {\"ProductRelated\": \"34\", \"support\": 103, \"avg_response\": 131.84040851553397}, {\"ProductRelated\": \"35\", \"support\": 101, \"avg_response\": 94.3317328050495}, {\"ProductRelated\": \"38\", \"support\": 89, \"avg_response\": 79.96313113573034}, {\"ProductRelated\": \"41\", \"support\": 85, \"avg_response\": 151.15348989929413}, {\"ProductRelated\": \"42\", \"support\": 77, \"avg_response\": 96.39866205194805}, {\"ProductRelated\": \"43\", \"support\": 73, \"avg_response\": 132.55246427684932}, {\"ProductRelated\": \"45\", \"support\": 71, \"avg_response\": 114.71807993816901}, {\"ProductRelated\": \"40\", \"support\": 71, \"avg_response\": 110.36481220676056}, {\"ProductRelated\": \"44\", \"support\": 69, \"avg_response\": 69.10961960782609}, {\"ProductRelated\": \"46\", \"support\": 68, \"avg_response\": 146.37287733588235}, {\"ProductRelated\": \"50\", \"support\": 64, \"avg_response\": 114.51740048546876}, {\"ProductRelated\": \"48\", \"support\": 62, \"avg_response\": 95.08917853822581}, {\"ProductRelated\": \"53\", \"support\": 60, \"avg_response\": 154.62947162716668}, {\"ProductRelated\": \"49\", \"support\": 60, \"avg_response\": 112.74575290216667}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0b21f44582a2d198/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0b21f44582a2d198/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a454ecea7522ec97d8e8ff425989aa9ca7470a0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0b21f44582a2d198/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.298883+00:00", + "ended_at": "2026-05-04T09:03:22.312742+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_0b21f44582a2d198", + "problem_id": "v2p_m6_97f9df93508aa1b2", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative_Duration, key_col=ProductRelated.", + "bindings": { + "key_col": "ProductRelated", + "measure_col": "Administrative_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_0b21f44582a2d198.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0b21f44582a2d198/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0b21f44582a2d198/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0b21f44582a2d198/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f553f2d6c3507a9172d33d9560cad78c92de5239 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10578, "bytes_utf8": 10578, "lines": 314, "estimated_tokens": 2826}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22915, "cached_input_tokens": 19840, "output_tokens": 125}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cf7ea02a0064913efea3c0702f76337fff0a2c56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0e52e38c28158986", + "api_calls": 0, + "input_tokens": 22915, + "cached_input_tokens": 19840, + "output_tokens": 125, + "total_tokens": 23040, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2826, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2936, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10609.31, + "sql_execution_elapsed_ms_total": 5.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_0e52e38c28158986\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..029187d67eda11beef351eabb5e4816fbd6f6061 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:36.480315+00:00", + "ended_at": "2026-05-04T08:10:47.090031+00:00", + "elapsed_ms": 10609.31, + "prompt_metrics": { + "chars": 10578, + "bytes_utf8": 10578, + "lines": 314, + "estimated_tokens": 2826 + }, + "stdout_metrics": { + "chars": 776, + "bytes_utf8": 776, + "lines": 4, + "estimated_tokens": 214 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13235 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 450, + "bytes_utf8": 450, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 22915, + "cached_input_tokens": 19840, + "output_tokens": 125 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37c6c23b3e27b299ba22e46fc953759726dc5c8d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Month.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "Month", + "predicate_col": "TrafficType", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dd16a9d683a0d41747d75ff6acceb3c10deca2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-06be-7533-b8df-c55f01de084c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Month\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"TrafficType\\\" AS REAL) >= 4.0\\nGROUP BY \\\"Month\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"Month\\\" and predicate_col bound to \\\"TrafficType\\\". CAST to REAL is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22915,"cached_input_tokens":19840,"output_tokens":125}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aef41e9a466f0883699a3e2d79d24b822b1585ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Month\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"TrafficType\" AS REAL) >= 4.0\nGROUP BY \"Month\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"Month\" and predicate_col bound to \"TrafficType\". CAST to REAL is applied because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8fc6c4918b2ca467d11b9163ca25986ff7b3b49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:36.673211Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:39.040601Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:46.229355Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0d82b08fbaecd13d75041b1496bfe2078a18185 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Month. +Result preview: [{"Month": "May", "support": 1517}, {"Month": "Nov", "support": 882}, {"Month": "Dec", "support": 400}, {"Month": "Mar", "support": 353}, {"Month": "Oct", "support": 172}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b25536554ff94eee8cde83631675770e307d893 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_0e52e38c28158986 +-- problem_id: v2p_m6_a5dba95598294c66 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", COUNT(*) AS support +FROM "m6" +WHERE CAST("TrafficType" AS REAL) >= 4.0 +GROUP BY "Month" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86e87fe8304c9d6043f5cc5e62bf391ddef36953 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Month\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"TrafficType\" AS REAL) >= 4.0\nGROUP BY \"Month\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Month\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"TrafficType\\\" AS REAL) >= 4.0\\nGROUP BY \\\"Month\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"Month\", \"support\"], \"rows\": [{\"Month\": \"May\", \"support\": 1517}, {\"Month\": \"Nov\", \"support\": 882}, {\"Month\": \"Dec\", \"support\": 400}, {\"Month\": \"Mar\", \"support\": 353}, {\"Month\": \"Oct\", \"support\": 172}, {\"Month\": \"Jul\", \"support\": 158}, {\"Month\": \"Aug\", \"support\": 153}, {\"Month\": \"Sep\", \"support\": 150}, {\"Month\": \"June\", \"support\": 96}, {\"Month\": \"Feb\", \"support\": 33}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3bf97f09af83d68b863dd9e1d4773634bfaf6281 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:10:36.476677+00:00", + "ended_at": "2026-05-04T08:10:47.120154+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_0e52e38c28158986", + "problem_id": "v2p_m6_a5dba95598294c66", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Month.", + "bindings": { + "group_col": "Month", + "predicate_col": "TrafficType", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_0e52e38c28158986.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0e52e38c28158986", + "api_calls": 0, + "input_tokens": 22915, + "cached_input_tokens": 19840, + "output_tokens": 125, + "total_tokens": 23040, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2826, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2936, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10609.31, + "sql_execution_elapsed_ms_total": 5.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_0e52e38c28158986\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8cf5ac8e779b77cc3320f6fa193fe0f7a5bf0056 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:47.107782+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10609.31, "started_at": "2026-05-04T08:10:36.480315+00:00", "ended_at": "2026-05-04T08:10:47.090031+00:00", "prompt_metrics": {"chars": 10578, "bytes_utf8": 10578, "lines": 314, "estimated_tokens": 2826}, "response_metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22915, "cached_input_tokens": 19840, "output_tokens": 125}, "stderr_preview": "2026-05-04T08:10:36.673211Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:39.040601Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4.0\\nGROUP BY \\\"Month\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"Month\\\" and predicate_col bound to \\\"TrafficType\\\". CAST to REAL is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ec7c7bd9aa2c2b59290474fc91be53bfabb188a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0e52e38c28158986/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0e52e38c28158986", + "api_calls": 0, + "input_tokens": 22915, + "cached_input_tokens": 19840, + "output_tokens": 125, + "total_tokens": 23040, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2826, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2936, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10609.31, + "sql_execution_elapsed_ms_total": 5.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_0e52e38c28158986\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6dedaf96f1710e87c303c03d24816dd2abb3297 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10821, "bytes_utf8": 10821, "lines": 314, "estimated_tokens": 2899}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 693, "bytes_utf8": 693, "lines": 1, "estimated_tokens": 169}, "usage": {"input_tokens": 22990, "cached_input_tokens": 21888, "output_tokens": 599}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8fdd2ea1056db09f77271de7bcd08241d1f3c384 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0fecf06c9f1e667b", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 21888, + "output_tokens": 599, + "total_tokens": 23589, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 169, + "estimated_total_tokens": 3068, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19461.82, + "sql_execution_elapsed_ms_total": 14.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_0fecf06c9f1e667b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1eae25f0a78407ee1d1e5aba58d6d17aa0fff862 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:27:46.257876+00:00", + "ended_at": "2026-05-04T08:28:05.719704+00:00", + "elapsed_ms": 19461.82, + "prompt_metrics": { + "chars": 10821, + "bytes_utf8": 10821, + "lines": 314, + "estimated_tokens": 2899 + }, + "stdout_metrics": { + "chars": 1057, + "bytes_utf8": 1057, + "lines": 4, + "estimated_tokens": 296 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13244 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 693, + "bytes_utf8": 693, + "lines": 1, + "estimated_tokens": 169 + }, + "usage": { + "input_tokens": 22990, + "cached_input_tokens": 21888, + "output_tokens": 599 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e4fc8863fe450f8c1e12ce61f336ed83fd09941 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Administrative, group_col_2=SpecialDay, measure_col=Administrative.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "Administrative", + "group_col_2": "SpecialDay", + "measure_col": "Administrative", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2f09e7b0b0d49da34f407ab7e2985b21a5448e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-bd4d-7840-bb1f-f955a4969857"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nSELECT\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"Administrative\\\",\\n CAST(\\\"SpecialDay\\\" AS REAL) AS \\\"SpecialDay\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"median_measure\\\",\\n 0.0 AS \\\"measure_stddev\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\", \\\"SpecialDay\\\"\\nORDER BY \\\"median_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT or STDDEV. Because the bound measure column \\\"Administrative\\\" is also the primary grouping column, each (\\\"Administrative\\\", \\\"SpecialDay\\\") group has a constant measure value, so the median equals CAST(\\\"Administrative\\\" AS REAL) and the within-group standard deviation is 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22990,"cached_input_tokens":21888,"output_tokens":599}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..608dc3db3d176f2502cdedd6a4f6056deda84eb3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nSELECT\n CAST(\"Administrative\" AS REAL) AS \"Administrative\",\n CAST(\"SpecialDay\" AS REAL) AS \"SpecialDay\",\n CAST(\"Administrative\" AS REAL) AS \"median_measure\",\n 0.0 AS \"measure_stddev\"\nFROM \"m6\"\nGROUP BY \"Administrative\", \"SpecialDay\"\nORDER BY \"median_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT or STDDEV. Because the bound measure column \"Administrative\" is also the primary grouping column, each (\"Administrative\", \"SpecialDay\") group has a constant measure value, so the median equals CAST(\"Administrative\" AS REAL) and the within-group standard deviation is 0.0."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dc3d73c654033d9d8f06364dc45cd9b437064c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:46.434812Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:48.909436Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:04.635042Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d205b4cc9922c05bb96a8ef84fb1ca9d51613c5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Administrative, group_col_2=SpecialDay, measure_col=Administrative. +Result preview: [{"Administrative": 27.0, "SpecialDay": 0.0, "median_measure": 27.0, "measure_stddev": 0.0}, {"Administrative": 26.0, "SpecialDay": 0.0, "median_measure": 26.0, "measure_stddev": 0.0}, {"Administrative": 24.0, "SpecialDay": 0.0, "median_measure": 24.0, "measure_stddev": 0.0}, {"Administrative": 24.0, "SpecialDay": 0.4, "median_measure": 24.0, "measure_stddev": 0.0}, {"Administrative": 23.0, "SpecialDay": 0.0, "median_measure": 23.0, "measure_stddev": 0.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e4f8c4f3766c7bec5d906f2bdaf213f90cf7b29f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_0fecf06c9f1e667b +-- problem_id: v2p_m6_db032db37e6d6b8d +-- realization_mode: agent +-- source_kind: agent +SELECT + CAST("Administrative" AS REAL) AS "Administrative", + CAST("SpecialDay" AS REAL) AS "SpecialDay", + CAST("Administrative" AS REAL) AS "median_measure", + 0.0 AS "measure_stddev" +FROM "m6" +GROUP BY "Administrative", "SpecialDay" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff96fc4f9056bedac2e1e184b82cc0ffc9bb9b0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nSELECT\n CAST(\"Administrative\" AS REAL) AS \"Administrative\",\n CAST(\"SpecialDay\" AS REAL) AS \"SpecialDay\",\n CAST(\"Administrative\" AS REAL) AS \"median_measure\",\n 0.0 AS \"measure_stddev\"\nFROM \"m6\"\nGROUP BY \"Administrative\", \"SpecialDay\"\nORDER BY \"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nSELECT\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"Administrative\\\",\\n CAST(\\\"SpecialDay\\\" AS REAL) AS \\\"SpecialDay\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"median_measure\\\",\\n 0.0 AS \\\"measure_stddev\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\", \\\"SpecialDay\\\"\\nORDER BY \\\"median_measure\\\" DESC;\", \"columns\": [\"Administrative\", \"SpecialDay\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"Administrative\": 27.0, \"SpecialDay\": 0.0, \"median_measure\": 27.0, \"measure_stddev\": 0.0}, {\"Administrative\": 26.0, \"SpecialDay\": 0.0, \"median_measure\": 26.0, \"measure_stddev\": 0.0}, {\"Administrative\": 24.0, \"SpecialDay\": 0.0, \"median_measure\": 24.0, \"measure_stddev\": 0.0}, {\"Administrative\": 24.0, \"SpecialDay\": 0.4, \"median_measure\": 24.0, \"measure_stddev\": 0.0}, {\"Administrative\": 23.0, \"SpecialDay\": 0.0, \"median_measure\": 23.0, \"measure_stddev\": 0.0}, {\"Administrative\": 22.0, \"SpecialDay\": 0.0, \"median_measure\": 22.0, \"measure_stddev\": 0.0}, {\"Administrative\": 21.0, \"SpecialDay\": 0.0, \"median_measure\": 21.0, \"measure_stddev\": 0.0}, {\"Administrative\": 20.0, \"SpecialDay\": 0.0, \"median_measure\": 20.0, \"measure_stddev\": 0.0}, {\"Administrative\": 19.0, \"SpecialDay\": 0.0, \"median_measure\": 19.0, \"measure_stddev\": 0.0}, {\"Administrative\": 18.0, \"SpecialDay\": 0.0, \"median_measure\": 18.0, \"measure_stddev\": 0.0}, {\"Administrative\": 17.0, \"SpecialDay\": 0.0, \"median_measure\": 17.0, \"measure_stddev\": 0.0}, {\"Administrative\": 17.0, \"SpecialDay\": 0.6, \"median_measure\": 17.0, \"measure_stddev\": 0.0}, {\"Administrative\": 17.0, \"SpecialDay\": 0.8, \"median_measure\": 17.0, \"measure_stddev\": 0.0}, {\"Administrative\": 16.0, \"SpecialDay\": 0.0, \"median_measure\": 16.0, \"measure_stddev\": 0.0}, {\"Administrative\": 16.0, \"SpecialDay\": 0.6, \"median_measure\": 16.0, \"measure_stddev\": 0.0}, {\"Administrative\": 15.0, \"SpecialDay\": 0.0, \"median_measure\": 15.0, \"measure_stddev\": 0.0}, {\"Administrative\": 14.0, \"SpecialDay\": 0.0, \"median_measure\": 14.0, \"measure_stddev\": 0.0}, {\"Administrative\": 14.0, \"SpecialDay\": 0.6, \"median_measure\": 14.0, \"measure_stddev\": 0.0}, {\"Administrative\": 14.0, \"SpecialDay\": 1.0, \"median_measure\": 14.0, \"measure_stddev\": 0.0}, {\"Administrative\": 13.0, \"SpecialDay\": 0.0, \"median_measure\": 13.0, \"measure_stddev\": 0.0}, {\"Administrative\": 12.0, \"SpecialDay\": 0.0, \"median_measure\": 12.0, \"measure_stddev\": 0.0}, {\"Administrative\": 12.0, \"SpecialDay\": 0.6, \"median_measure\": 12.0, \"measure_stddev\": 0.0}, {\"Administrative\": 12.0, \"SpecialDay\": 0.8, \"median_measure\": 12.0, \"measure_stddev\": 0.0}, {\"Administrative\": 12.0, \"SpecialDay\": 1.0, \"median_measure\": 12.0, \"measure_stddev\": 0.0}, {\"Administrative\": 11.0, \"SpecialDay\": 0.0, \"median_measure\": 11.0, \"measure_stddev\": 0.0}, {\"Administrative\": 11.0, \"SpecialDay\": 0.2, \"median_measure\": 11.0, \"measure_stddev\": 0.0}, {\"Administrative\": 11.0, \"SpecialDay\": 0.4, \"median_measure\": 11.0, \"measure_stddev\": 0.0}, {\"Administrative\": 11.0, \"SpecialDay\": 0.6, \"median_measure\": 11.0, \"measure_stddev\": 0.0}, {\"Administrative\": 11.0, \"SpecialDay\": 0.8, \"median_measure\": 11.0, \"measure_stddev\": 0.0}, {\"Administrative\": 11.0, \"SpecialDay\": 1.0, \"median_measure\": 11.0, \"measure_stddev\": 0.0}, {\"Administrative\": 10.0, \"SpecialDay\": 0.0, \"median_measure\": 10.0, \"measure_stddev\": 0.0}, {\"Administrative\": 10.0, \"SpecialDay\": 0.2, \"median_measure\": 10.0, \"measure_stddev\": 0.0}, {\"Administrative\": 10.0, \"SpecialDay\": 0.4, \"median_measure\": 10.0, \"measure_stddev\": 0.0}, {\"Administrative\": 10.0, \"SpecialDay\": 0.6, \"median_measure\": 10.0, \"measure_stddev\": 0.0}, {\"Administrative\": 10.0, \"SpecialDay\": 0.8, \"median_measure\": 10.0, \"measure_stddev\": 0.0}, {\"Administrative\": 10.0, \"SpecialDay\": 1.0, \"median_measure\": 10.0, \"measure_stddev\": 0.0}, {\"Administrative\": 9.0, \"SpecialDay\": 0.0, \"median_measure\": 9.0, \"measure_stddev\": 0.0}, {\"Administrative\": 9.0, \"SpecialDay\": 0.2, \"median_measure\": 9.0, \"measure_stddev\": 0.0}, {\"Administrative\": 9.0, \"SpecialDay\": 0.6, \"median_measure\": 9.0, \"measure_stddev\": 0.0}, {\"Administrative\": 9.0, \"SpecialDay\": 0.8, \"median_measure\": 9.0, \"measure_stddev\": 0.0}, {\"Administrative\": 9.0, \"SpecialDay\": 1.0, \"median_measure\": 9.0, \"measure_stddev\": 0.0}, {\"Administrative\": 8.0, \"SpecialDay\": 0.0, \"median_measure\": 8.0, \"measure_stddev\": 0.0}, {\"Administrative\": 8.0, \"SpecialDay\": 0.2, \"median_measure\": 8.0, \"measure_stddev\": 0.0}, {\"Administrative\": 8.0, \"SpecialDay\": 0.4, \"median_measure\": 8.0, \"measure_stddev\": 0.0}, {\"Administrative\": 8.0, \"SpecialDay\": 0.6, \"median_measure\": 8.0, \"measure_stddev\": 0.0}, {\"Administrative\": 8.0, \"SpecialDay\": 0.8, \"median_measure\": 8.0, \"measure_stddev\": 0.0}, {\"Administrative\": 8.0, \"SpecialDay\": 1.0, \"median_measure\": 8.0, \"measure_stddev\": 0.0}, {\"Administrative\": 7.0, \"SpecialDay\": 0.0, \"median_measure\": 7.0, \"measure_stddev\": 0.0}, {\"Administrative\": 7.0, \"SpecialDay\": 0.2, \"median_measure\": 7.0, \"measure_stddev\": 0.0}, {\"Administrative\": 7.0, \"SpecialDay\": 0.4, \"median_measure\": 7.0, \"measure_stddev\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6df8617bd5dbf092229a0b837b24ac71de567d1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:27:46.253094+00:00", + "ended_at": "2026-05-04T08:28:05.784600+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_0fecf06c9f1e667b", + "problem_id": "v2p_m6_db032db37e6d6b8d", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Administrative, group_col_2=SpecialDay, measure_col=Administrative.", + "bindings": { + "group_col": "Administrative", + "group_col_2": "SpecialDay", + "measure_col": "Administrative", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_0fecf06c9f1e667b.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0fecf06c9f1e667b", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 21888, + "output_tokens": 599, + "total_tokens": 23589, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 169, + "estimated_total_tokens": 3068, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19461.82, + "sql_execution_elapsed_ms_total": 14.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_0fecf06c9f1e667b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f242ce65bf1076e25364ac4ecc9912f55a306791 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0fecf06c9f1e667b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:05.759008+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19461.82, "started_at": "2026-05-04T08:27:46.257876+00:00", "ended_at": "2026-05-04T08:28:05.719704+00:00", "prompt_metrics": {"chars": 10821, "bytes_utf8": 10821, "lines": 314, "estimated_tokens": 2899}, "response_metrics": {"chars": 693, "bytes_utf8": 693, "lines": 1, "estimated_tokens": 169}, "usage": {"input_tokens": 22990, "cached_input_tokens": 21888, "output_tokens": 599}, "stderr_preview": "2026-05-04T08:27:46.434812Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:48.909436Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=Region.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Region", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7085949e9d22515020ece8cac5c382c51886bd7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-3e5f-7653-a2db-629773283273"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Region\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Region\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Region\\\"\\nLIMIT 12;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=SpecialDay, group_col_2=Region, and top_k=12. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22946,"cached_input_tokens":21888,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9254a97ca487912ef83e79253b8f9b7722f4c7ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Region\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Region\"\nORDER BY support ASC, \"SpecialDay\", \"Region\"\nLIMIT 12;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=SpecialDay, group_col_2=Region, and top_k=12. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6434a685bf19a12aeccd4eb61c69717c434a814e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:05.570524Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:07.990330Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:16.923016Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ca0209c769552cb5754f24304392f051d41d9f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=Region. +Result preview: [{"SpecialDay": "0.2", "Region": "9", "support": 1}, {"SpecialDay": "1", "Region": "8", "support": 3}, {"SpecialDay": "0.2", "Region": "5", "support": 4}, {"SpecialDay": "0.2", "Region": "8", "support": 4}, {"SpecialDay": "1", "Region": "9", "support": 4}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..65b5cacc4ef42e733f4890e0fb2db317d0c511b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_0ff593d0dd8ce383 +-- problem_id: v2p_m6_0369332a6f6a2f02 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Region", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Region" +ORDER BY support ASC, "SpecialDay", "Region" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d25f13e40bac2d596421de9227d8c3df197b865a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Region\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Region\"\nORDER BY support ASC, \"SpecialDay\", \"Region\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Region\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Region\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Region\\\"\\nLIMIT 12;\", \"columns\": [\"SpecialDay\", \"Region\", \"support\"], \"rows\": [{\"SpecialDay\": \"0.2\", \"Region\": \"9\", \"support\": 1}, {\"SpecialDay\": \"1\", \"Region\": \"8\", \"support\": 3}, {\"SpecialDay\": \"0.2\", \"Region\": \"5\", \"support\": 4}, {\"SpecialDay\": \"0.2\", \"Region\": \"8\", \"support\": 4}, {\"SpecialDay\": \"1\", \"Region\": \"9\", \"support\": 4}, {\"SpecialDay\": \"1\", \"Region\": \"5\", \"support\": 5}, {\"SpecialDay\": \"0.4\", \"Region\": \"9\", \"support\": 6}, {\"SpecialDay\": \"0.2\", \"Region\": \"7\", \"support\": 7}, {\"SpecialDay\": \"0.4\", \"Region\": \"5\", \"support\": 7}, {\"SpecialDay\": \"0.8\", \"Region\": \"9\", \"support\": 7}, {\"SpecialDay\": \"1\", \"Region\": \"6\", \"support\": 7}, {\"SpecialDay\": \"0.6\", \"Region\": \"5\", \"support\": 8}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c50fa0ad0ac709cb7c209ab272b11488db7b4fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:01:05.351996+00:00", + "ended_at": "2026-05-04T09:01:17.762590+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_0ff593d0dd8ce383", + "problem_id": "v2p_m6_0369332a6f6a2f02", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=Region.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Region", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_0ff593d0dd8ce383.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0ff593d0dd8ce383", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 23075, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2970, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12367.24, + "sql_execution_elapsed_ms_total": 12.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_0ff593d0dd8ce383\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3798f641eb399b230a2e6e11a9bc1e2ea4c6ddd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:17.741452+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12367.24, "started_at": "2026-05-04T09:01:05.355651+00:00", "ended_at": "2026-05-04T09:01:17.722822+00:00", "prompt_metrics": {"chars": 10569, "bytes_utf8": 10569, "lines": 312, "estimated_tokens": 2857}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22946, "cached_input_tokens": 21888, "output_tokens": 129}, "stderr_preview": "2026-05-04T09:01:05.570524Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:07.990330Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Region, measure_col=Browser.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Region", + "measure_col": "Browser", + "predicate_col": "ExitRates", + "predicate_op": ">=", + "predicate_value": 0.05, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc76be6f735a8e08152a6b0159d2db012496bbf9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-c0ff-7db1-9d2e-09bc93f5810e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Region\\\", SUM(CAST(\\\"Browser\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ExitRates\\\" AS REAL) >= 0.05\\nGROUP BY \\\"Region\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the planned template with fixed bindings: group_col=\\\"Region\\\", measure_col=\\\"Browser\\\", predicate_col=\\\"ExitRates\\\", predicate_op=\\\">=\\\", predicate_value=0.05, top_k=19. Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22945,"cached_input_tokens":19840,"output_tokens":146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a09a4db78d1adbc1ef393fac8302483259a56313 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Region\", SUM(CAST(\"Browser\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ExitRates\" AS REAL) >= 0.05\nGROUP BY \"Region\"\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the planned template with fixed bindings: group_col=\"Region\", measure_col=\"Browser\", predicate_col=\"ExitRates\", predicate_op=\">=\", predicate_value=0.05, top_k=19. Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b3860c5963372dd80cd2f3c2400dc5eebedf53f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:03.097160Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:05.444938Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:13.912907Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbb1a849c79f284bf3700ee89bed865190c861b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Region, measure_col=Browser. +Result preview: [{"Region": "1", "total_measure": 2701.0}, {"Region": "3", "total_measure": 1524.0}, {"Region": "2", "total_measure": 702.0}, {"Region": "4", "total_measure": 696.0}, {"Region": "9", "total_measure": 547.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e57d110956db345a27edbfe7e87037be36875998 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_1063ddad1bd6cc72 +-- problem_id: v2p_m6_4e498c273d781228 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", SUM(CAST("Browser" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ExitRates" AS REAL) >= 0.05 +GROUP BY "Region" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d36a543ff402a86bc15d06f1d6a8722505fc29fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Region\", SUM(CAST(\"Browser\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ExitRates\" AS REAL) >= 0.05\nGROUP BY \"Region\"\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Region\\\", SUM(CAST(\\\"Browser\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ExitRates\\\" AS REAL) >= 0.05\\nGROUP BY \\\"Region\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"Region\", \"total_measure\"], \"rows\": [{\"Region\": \"1\", \"total_measure\": 2701.0}, {\"Region\": \"3\", \"total_measure\": 1524.0}, {\"Region\": \"2\", \"total_measure\": 702.0}, {\"Region\": \"4\", \"total_measure\": 696.0}, {\"Region\": \"9\", \"total_measure\": 547.0}, {\"Region\": \"6\", \"total_measure\": 513.0}, {\"Region\": \"7\", \"total_measure\": 416.0}, {\"Region\": \"8\", \"total_measure\": 208.0}, {\"Region\": \"5\", \"total_measure\": 171.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..25d0626d545007b66eec6f22def14fc3ae9bd92d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:19:02.901722+00:00", + "ended_at": "2026-05-04T08:19:14.869436+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_1063ddad1bd6cc72", + "problem_id": "v2p_m6_4e498c273d781228", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Region, measure_col=Browser.", + "bindings": { + "group_col": "Region", + "measure_col": "Browser", + "predicate_col": "ExitRates", + "predicate_op": ">=", + "predicate_value": 0.05, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_1063ddad1bd6cc72.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1063ddad1bd6cc72", + "api_calls": 0, + "input_tokens": 22945, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 23091, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2856, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2986, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11931.37, + "sql_execution_elapsed_ms_total": 8.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_1063ddad1bd6cc72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b1169eba0d37ae461ed521926b47517a6d1159f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:14.854177+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11931.37, "started_at": "2026-05-04T08:19:02.905021+00:00", "ended_at": "2026-05-04T08:19:14.836570+00:00", "prompt_metrics": {"chars": 10674, "bytes_utf8": 10674, "lines": 316, "estimated_tokens": 2856}, "response_metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22945, "cached_input_tokens": 19840, "output_tokens": 146}, "stderr_preview": "2026-05-04T08:19:03.097160Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:05.444938Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.05\\nGROUP BY \\\"Region\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the planned template with fixed bindings: group_col=\\\"Region\\\", measure_col=\\\"Browser\\\", predicate_col=\\\"ExitRates\\\", predicate_op=\\\">=\\\", predicate_value=0.05, top_k=19. Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fd37820f2f74aa453a9c3f2a68958bfcfe671dc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1063ddad1bd6cc72/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1063ddad1bd6cc72", + "api_calls": 0, + "input_tokens": 22945, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 23091, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2856, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2986, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11931.37, + "sql_execution_elapsed_ms_total": 8.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_1063ddad1bd6cc72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1840774983b4b5aa662fe7188b8c8c24d7f43387 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10760, "bytes_utf8": 10760, "lines": 313, "estimated_tokens": 2896}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 500, "bytes_utf8": 500, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22985, "cached_input_tokens": 21888, "output_tokens": 190}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae5978f9c68ead5a092f6a5a3b4c51747b427844 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1285f5d53d42fd70", + "api_calls": 0, + "input_tokens": 22985, + "cached_input_tokens": 21888, + "output_tokens": 190, + "total_tokens": 23175, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 134, + "estimated_total_tokens": 3030, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15671.73, + "sql_execution_elapsed_ms_total": 7.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_1285f5d53d42fd70\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9c649f7cfbd1450332f12d41caefcb27af3a370b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:00:38.249732+00:00", + "ended_at": "2026-05-04T09:00:53.916903+00:00", + "elapsed_ms": 15671.73, + "prompt_metrics": { + "chars": 10760, + "bytes_utf8": 10760, + "lines": 313, + "estimated_tokens": 2896 + }, + "stdout_metrics": { + "chars": 825, + "bytes_utf8": 825, + "lines": 4, + "estimated_tokens": 239 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13249 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 500, + "bytes_utf8": 500, + "lines": 1, + "estimated_tokens": 134 + }, + "usage": { + "input_tokens": 22985, + "cached_input_tokens": 21888, + "output_tokens": 190 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a908c2e70e15789c378ba8dcbf1a937b74efdd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,313 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=VisitorType, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "VisitorType", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3b8fc71932f519e527932635f0dcb83ad387f87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-d492-71f2-8a87-8d14ac56e795"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"VisitorType\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col and target_col both bound to \\\"VisitorType\\\", using target_value 'Returning_Visitor' and min_support 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22985,"cached_input_tokens":21888,"output_tokens":190}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27697eed20aa6866a8982885fd2bce9ba1153c31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"VisitorType\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Applied the provided Tail Target-Rate Extremes template with group_col and target_col both bound to \"VisitorType\", using target_value 'Returning_Visitor' and min_support 5."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9bf0aedce3b38272febd05ca53110c604df595a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:00:38.492645Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:00:41.075192Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:00:53.161734Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a9f67e58c8345f0c2338c05f4be58754af465f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=VisitorType, target_col=VisitorType. +Result preview: [{"VisitorType": "Returning_Visitor", "support": 10551, "focus_rate": 1.0}, {"VisitorType": "Other", "support": 85, "focus_rate": 0.0}, {"VisitorType": "New_Visitor", "support": 1694, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5bd95103989ef77fe80fe364d137474ccc97a1cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_1285f5d53d42fd70 +-- problem_id: v2p_m6_56d355ada3b4ff2f +-- realization_mode: agent +-- source_kind: agent +SELECT + "VisitorType", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "VisitorType" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..524a9aa5fbba7db58a5dd3e7abd5d1903a4e0726 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"VisitorType\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"VisitorType\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\", \"columns\": [\"VisitorType\", \"support\", \"focus_rate\"], \"rows\": [{\"VisitorType\": \"Returning_Visitor\", \"support\": 10551, \"focus_rate\": 1.0}, {\"VisitorType\": \"Other\", \"support\": 85, \"focus_rate\": 0.0}, {\"VisitorType\": \"New_Visitor\", \"support\": 1694, \"focus_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..756c8fc1d3047c466374f39e21c3142abe372dd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:00:38.246222+00:00", + "ended_at": "2026-05-04T09:00:53.957510+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_1285f5d53d42fd70", + "problem_id": "v2p_m6_56d355ada3b4ff2f", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=VisitorType, target_col=VisitorType.", + "bindings": { + "group_col": "VisitorType", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=129" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_1285f5d53d42fd70.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1285f5d53d42fd70", + "api_calls": 0, + "input_tokens": 22985, + "cached_input_tokens": 21888, + "output_tokens": 190, + "total_tokens": 23175, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 134, + "estimated_total_tokens": 3030, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15671.73, + "sql_execution_elapsed_ms_total": 7.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_1285f5d53d42fd70\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6730f4f13f102a939e8fddaa32155a4867178b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:00:53.941740+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15671.73, "started_at": "2026-05-04T09:00:38.249732+00:00", "ended_at": "2026-05-04T09:00:53.916903+00:00", "prompt_metrics": {"chars": 10760, "bytes_utf8": 10760, "lines": 313, "estimated_tokens": 2896}, "response_metrics": {"chars": 500, "bytes_utf8": 500, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22985, "cached_input_tokens": 21888, "output_tokens": 190}, "stderr_preview": "2026-05-04T09:00:38.492645Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:00:41.075192Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col and target_col both bound to \\\"VisitorType\\\", using target_value 'Returning_Visitor' and min_support 5.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7b01828d8b3497b5993e8887a6a306093ecefe0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1285f5d53d42fd70/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1285f5d53d42fd70", + "api_calls": 0, + "input_tokens": 22985, + "cached_input_tokens": 21888, + "output_tokens": 190, + "total_tokens": 23175, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 134, + "estimated_total_tokens": 3030, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15671.73, + "sql_execution_elapsed_ms_total": 7.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_1285f5d53d42fd70\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8150d23558c719f8218bb70a9a904d207ca87f28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10837, "bytes_utf8": 10837, "lines": 314, "estimated_tokens": 2897}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 667, "bytes_utf8": 667, "lines": 1, "estimated_tokens": 159}, "usage": {"input_tokens": 22988, "cached_input_tokens": 19840, "output_tokens": 267}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..75e14843b38c1190a9b66aeca8c7259f46215cc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_149c6a1400ab15e5", + "api_calls": 0, + "input_tokens": 22988, + "cached_input_tokens": 19840, + "output_tokens": 267, + "total_tokens": 23255, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2897, + "estimated_output_tokens": 159, + "estimated_total_tokens": 3056, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14754.25, + "sql_execution_elapsed_ms_total": 63.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_149c6a1400ab15e5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..82f0d76e343854e0ceb7b3cb033721ee0cd5ceaa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:37:58.755396+00:00", + "ended_at": "2026-05-04T08:38:13.507514+00:00", + "elapsed_ms": 14754.25, + "prompt_metrics": { + "chars": 10837, + "bytes_utf8": 10837, + "lines": 314, + "estimated_tokens": 2897 + }, + "stdout_metrics": { + "chars": 1017, + "bytes_utf8": 1017, + "lines": 4, + "estimated_tokens": 281 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 667, + "bytes_utf8": 667, + "lines": 1, + "estimated_tokens": 159 + }, + "usage": { + "input_tokens": 22988, + "cached_input_tokens": 19840, + "output_tokens": 267 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddf2fad31eab4b9622910b79202b9d8de3d427ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=TrafficType, measure_col=Administrative.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Administrative", + "item_col": "ProductRelated_Duration", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..091eea84aec5562db42780df7dcd83ef4e9a4a59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-15f5-7990-a7d6-32350dc2cd90"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"TrafficType\\\", \\\"ProductRelated_Duration\\\",\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Administrative\\\" AS REAL))) OVER (PARTITION BY \\\"TrafficType\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\", \\\"ProductRelated_Duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"TrafficType\\\", item_col=\\\"ProductRelated_Duration\\\", and measure_col=\\\"Administrative\\\". CAST to REAL is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22988,"cached_input_tokens":19840,"output_tokens":267}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da6ceb62e07f36a3880acddc7511109669473884 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"TrafficType\", \"ProductRelated_Duration\",\n SUM(CAST(\"Administrative\" AS REAL)) AS total_measure,\n SUM(CAST(\"Administrative\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Administrative\" AS REAL))) OVER (PARTITION BY \"TrafficType\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"TrafficType\", \"ProductRelated_Duration\"\nORDER BY share_within_group DESC;","notes":"Used the required template with group_col=\"TrafficType\", item_col=\"ProductRelated_Duration\", and measure_col=\"Administrative\". CAST to REAL is applied because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50ff5786869368b9c876477dc95dd8843435d59a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:37:58.965156Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:38:01.412581Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:38:12.391509Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7735bbf6e3e6b111a17940213fea7f56e66d3a42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=TrafficType, measure_col=Administrative. +Result preview: [{"TrafficType": "18", "ProductRelated_Duration": "782.5", "total_measure": 10.0, "share_within_group": 47.61904761904762}, {"TrafficType": "16", "ProductRelated_Duration": "1229.466667", "total_measure": 4.0, "share_within_group": 44.44444444444444}, {"TrafficType": "16", "ProductRelated_Duration": "360", "total_measure": 4.0, "share_within_group": 44.44444444444444}, {"TrafficType": "19", "ProductRelated_Duration": "2697.487879", "total_measure": 10.0, "share_within_group": 41.666666666666664}, {"TrafficType": "14", "ProductRelated_Duration": "43171.23338", "total_measure": 17.0, "share_within_group": 38.63636363636363}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..412de76d7b0b9ed07080eb48eaaa21927e4caac4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_149c6a1400ab15e5 +-- problem_id: v2p_m6_2349d6ad16a3d776 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", "ProductRelated_Duration", + SUM(CAST("Administrative" AS REAL)) AS total_measure, + SUM(CAST("Administrative" AS REAL)) * 100.0 / SUM(SUM(CAST("Administrative" AS REAL))) OVER (PARTITION BY "TrafficType") AS share_within_group +FROM "m6" +GROUP BY "TrafficType", "ProductRelated_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a3ce48fbd7cd203e360b44e862ac74929d36f6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"TrafficType\", \"ProductRelated_Duration\",\n SUM(CAST(\"Administrative\" AS REAL)) AS total_measure,\n SUM(CAST(\"Administrative\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Administrative\" AS REAL))) OVER (PARTITION BY \"TrafficType\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"TrafficType\", \"ProductRelated_Duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"TrafficType\\\", \\\"ProductRelated_Duration\\\",\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Administrative\\\" AS REAL))) OVER (PARTITION BY \\\"TrafficType\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\", \\\"ProductRelated_Duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"TrafficType\", \"ProductRelated_Duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"TrafficType\": \"18\", \"ProductRelated_Duration\": \"782.5\", \"total_measure\": 10.0, \"share_within_group\": 47.61904761904762}, {\"TrafficType\": \"16\", \"ProductRelated_Duration\": \"1229.466667\", \"total_measure\": 4.0, \"share_within_group\": 44.44444444444444}, {\"TrafficType\": \"16\", \"ProductRelated_Duration\": \"360\", \"total_measure\": 4.0, \"share_within_group\": 44.44444444444444}, {\"TrafficType\": \"19\", \"ProductRelated_Duration\": \"2697.487879\", \"total_measure\": 10.0, \"share_within_group\": 41.666666666666664}, {\"TrafficType\": \"14\", \"ProductRelated_Duration\": \"43171.23338\", \"total_measure\": 17.0, \"share_within_group\": 38.63636363636363}, {\"TrafficType\": \"19\", \"ProductRelated_Duration\": \"399\", \"total_measure\": 5.0, \"share_within_group\": 20.833333333333332}, {\"TrafficType\": \"14\", \"ProductRelated_Duration\": \"3772.405525\", \"total_measure\": 9.0, \"share_within_group\": 20.454545454545453}, {\"TrafficType\": \"14\", \"ProductRelated_Duration\": \"1550.211111\", \"total_measure\": 8.0, \"share_within_group\": 18.181818181818183}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"752.4592075\", \"total_measure\": 9.0, \"share_within_group\": 17.307692307692307}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"783.5\", \"total_measure\": 8.0, \"share_within_group\": 15.384615384615385}, {\"TrafficType\": \"18\", \"ProductRelated_Duration\": \"132.2333333\", \"total_measure\": 3.0, \"share_within_group\": 14.285714285714286}, {\"TrafficType\": \"18\", \"ProductRelated_Duration\": \"91\", \"total_measure\": 3.0, \"share_within_group\": 14.285714285714286}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"4191.031746\", \"total_measure\": 7.0, \"share_within_group\": 13.461538461538462}, {\"TrafficType\": \"19\", \"ProductRelated_Duration\": \"13259.29396\", \"total_measure\": 3.0, \"share_within_group\": 12.5}, {\"TrafficType\": \"16\", \"ProductRelated_Duration\": \"220.3333333\", \"total_measure\": 1.0, \"share_within_group\": 11.11111111111111}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"1485.566667\", \"total_measure\": 12.0, \"share_within_group\": 10.344827586206897}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"3648.5625\", \"total_measure\": 12.0, \"share_within_group\": 10.344827586206897}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"1569.625\", \"total_measure\": 8.0, \"share_within_group\": 9.75609756097561}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"336.5\", \"total_measure\": 8.0, \"share_within_group\": 9.75609756097561}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"146.75\", \"total_measure\": 5.0, \"share_within_group\": 9.615384615384615}, {\"TrafficType\": \"18\", \"ProductRelated_Duration\": \"1098\", \"total_measure\": 2.0, \"share_within_group\": 9.523809523809524}, {\"TrafficType\": \"18\", \"ProductRelated_Duration\": \"519.9166667\", \"total_measure\": 2.0, \"share_within_group\": 9.523809523809524}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"3611.978569\", \"total_measure\": 10.0, \"share_within_group\": 8.620689655172415}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"416.5\", \"total_measure\": 7.0, \"share_within_group\": 8.536585365853659}, {\"TrafficType\": \"19\", \"ProductRelated_Duration\": \"1425.75\", \"total_measure\": 2.0, \"share_within_group\": 8.333333333333334}, {\"TrafficType\": \"19\", \"ProductRelated_Duration\": \"636\", \"total_measure\": 2.0, \"share_within_group\": 8.333333333333334}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"56.25\", \"total_measure\": 4.0, \"share_within_group\": 7.6923076923076925}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"327\", \"total_measure\": 6.0, \"share_within_group\": 7.317073170731708}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"834.6666667\", \"total_measure\": 6.0, \"share_within_group\": 7.317073170731708}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"1192.5\", \"total_measure\": 8.0, \"share_within_group\": 6.896551724137931}, {\"TrafficType\": \"14\", \"ProductRelated_Duration\": \"1100.125\", \"total_measure\": 3.0, \"share_within_group\": 6.818181818181818}, {\"TrafficType\": \"14\", \"ProductRelated_Duration\": \"2145.563492\", \"total_measure\": 3.0, \"share_within_group\": 6.818181818181818}, {\"TrafficType\": \"14\", \"ProductRelated_Duration\": \"565\", \"total_measure\": 3.0, \"share_within_group\": 6.818181818181818}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"267.3\", \"total_measure\": 5.0, \"share_within_group\": 6.097560975609756}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"50\", \"total_measure\": 5.0, \"share_within_group\": 6.097560975609756}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"528.9\", \"total_measure\": 5.0, \"share_within_group\": 6.097560975609756}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"2387.435714\", \"total_measure\": 3.0, \"share_within_group\": 5.769230769230769}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"634\", \"total_measure\": 3.0, \"share_within_group\": 5.769230769230769}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"746.1666667\", \"total_measure\": 3.0, \"share_within_group\": 5.769230769230769}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"96\", \"total_measure\": 3.0, \"share_within_group\": 5.769230769230769}, {\"TrafficType\": \"11\", \"ProductRelated_Duration\": \"8699.407065\", \"total_measure\": 24.0, \"share_within_group\": 5.517241379310345}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"1430.25\", \"total_measure\": 6.0, \"share_within_group\": 5.172413793103448}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"1494.25\", \"total_measure\": 6.0, \"share_within_group\": 5.172413793103448}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"1570.469048\", \"total_measure\": 6.0, \"share_within_group\": 5.172413793103448}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"217.7611111\", \"total_measure\": 6.0, \"share_within_group\": 5.172413793103448}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"582.7333333\", \"total_measure\": 6.0, \"share_within_group\": 5.172413793103448}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"1734.780952\", \"total_measure\": 4.0, \"share_within_group\": 4.878048780487805}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"95.5\", \"total_measure\": 4.0, \"share_within_group\": 4.878048780487805}, {\"TrafficType\": \"11\", \"ProductRelated_Duration\": \"2162.840879\", \"total_measure\": 21.0, \"share_within_group\": 4.827586206896552}, {\"TrafficType\": \"18\", \"ProductRelated_Duration\": \"12.5\", \"total_measure\": 1.0, \"share_within_group\": 4.761904761904762}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 63.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..82b2996aa5be74320f799a7768409432e796b0b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:37:58.750597+00:00", + "ended_at": "2026-05-04T08:38:13.604722+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_149c6a1400ab15e5", + "problem_id": "v2p_m6_2349d6ad16a3d776", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=TrafficType, measure_col=Administrative.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Administrative", + "item_col": "ProductRelated_Duration", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_149c6a1400ab15e5.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_149c6a1400ab15e5", + "api_calls": 0, + "input_tokens": 22988, + "cached_input_tokens": 19840, + "output_tokens": 267, + "total_tokens": 23255, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2897, + "estimated_output_tokens": 159, + "estimated_total_tokens": 3056, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14754.25, + "sql_execution_elapsed_ms_total": 63.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_149c6a1400ab15e5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67a07c23003475ceee039d2a431e8df2fbaaaeab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_149c6a1400ab15e5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:38:13.532093+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14754.25, "started_at": "2026-05-04T08:37:58.755396+00:00", "ended_at": "2026-05-04T08:38:13.507514+00:00", "prompt_metrics": {"chars": 10837, "bytes_utf8": 10837, "lines": 314, "estimated_tokens": 2897}, "response_metrics": {"chars": 667, "bytes_utf8": 667, "lines": 1, "estimated_tokens": 159}, "usage": {"input_tokens": 22988, "cached_input_tokens": 19840, "output_tokens": 267}, "stderr_preview": "2026-05-04T08:37:58.965156Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:38:01.412581Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Revenue, measure_col=Administrative, condition_col=Weekend.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Revenue", + "measure_col": "Administrative", + "condition_col": "Weekend", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6472b42c632285ab25343e6439b740b66592c6af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,321 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Revenue, measure_col=Administrative, condition_col=Weekend.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Revenue", + "measure_col": "Administrative", + "condition_col": "Weekend", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Revenue\",\n CAST(\"Administrative\" AS REAL) AS \"measure_value\"\n FROM \"m6\"\n WHERE \"Weekend\" = 'TRUE'\n AND \"Administrative\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"Revenue\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"Revenue\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Revenue\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"Revenue\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Revenue\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6489a2ab74d8694d6386f0e525830f3bc78dc5a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df228-f541-7032-a34b-6ed43c4d3535"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" = 'TRUE'\\n AND \\\"Administrative\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"Revenue\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Revenue\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"picked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n \\\"measure_value\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Revenue\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used a SQLite-compatible nearest-rank approximation for the 0.9 quantile because SQLite does not support PERCENTILE_CONT. The query groups by \\\"Revenue\\\", filters rows where \\\"Weekend\\\" = 'TRUE', and casts \\\"Administrative\\\" from TEXT to REAL before ranking.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22978,"cached_input_tokens":21888,"output_tokens":397}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f924bc7d1512305222f4d44ccd4371946eacf47a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Revenue\",\n CAST(\"Administrative\" AS REAL) AS \"measure_value\"\n FROM \"m6\"\n WHERE \"Weekend\" = 'TRUE'\n AND \"Administrative\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"Revenue\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"Revenue\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Revenue\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"Revenue\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Revenue\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Used a SQLite-compatible nearest-rank approximation for the 0.9 quantile because SQLite does not support PERCENTILE_CONT. The query groups by \"Revenue\", filters rows where \"Weekend\" = 'TRUE', and casts \"Administrative\" from TEXT to REAL before ranking."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40a301a478a841dc98f81b381fcf519625de91bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df229-3327-7402-bcf2-d29306b8edc7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" = 'TRUE'\\n AND \\\"Administrative\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"Revenue\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Revenue\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"picked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Revenue\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible integer roundup expression to compute the 0.9 nearest-rank percentile within each Revenue group after filtering Weekend='TRUE'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23253,"cached_input_tokens":21888,"output_tokens":546}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6401a6821b76fa0d10a934f0530f2ca85fca1f38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Revenue\",\n CAST(\"Administrative\" AS REAL) AS \"measure_value\"\n FROM \"m6\"\n WHERE \"Weekend\" = 'TRUE'\n AND \"Administrative\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"Revenue\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"Revenue\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Revenue\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"Revenue\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(0.9 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Revenue\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported CEIL() with a SQLite-compatible integer roundup expression to compute the 0.9 nearest-rank percentile within each Revenue group after filtering Weekend='TRUE'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9802df080452d4a5492cb3e864f39e874afa1623 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:44:23.818412Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:44:26.221329Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:44:38.689388Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f200e95563966e72f23ca7b2c00aef36cf529d31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:44:39.716172Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:44:42.076161Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:44:57.384483Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f7607c12ef710a42b84187e12c3d2ee74da75b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Revenue, measure_col=Administrative, condition_col=Weekend. +Result preview: [{"Revenue": "TRUE", "conditional_percentile": 9.0}, {"Revenue": "FALSE", "conditional_percentile": 7.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6438449cb782e8528943be56def9111c944ac2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_14d61d20fa015a7e +-- problem_id: v2p_m6_2b34b62b7f3ad39c +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Revenue", + CAST("Administrative" AS REAL) AS "measure_value" + FROM "m6" + WHERE "Weekend" = 'TRUE' + AND "Administrative" IS NOT NULL +), "ranked" AS ( + SELECT + "Revenue", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "Revenue" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "Revenue") AS "cnt" + FROM "filtered" +), "picked" AS ( + SELECT + "Revenue", + "measure_value", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "Revenue", + "measure_value" AS "conditional_percentile" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d1b6a7de10492c5acc412b54a66858ff20439b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Revenue\",\n CAST(\"Administrative\" AS REAL) AS \"measure_value\"\n FROM \"m6\"\n WHERE \"Weekend\" = 'TRUE'\n AND \"Administrative\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"Revenue\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"Revenue\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Revenue\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"Revenue\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(0.9 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Revenue\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" = 'TRUE'\\n AND \\\"Administrative\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"Revenue\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Revenue\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"picked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Revenue\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Revenue\", \"conditional_percentile\"], \"rows\": [{\"Revenue\": \"TRUE\", \"conditional_percentile\": 9.0}, {\"Revenue\": \"FALSE\", \"conditional_percentile\": 7.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..47b36f099b454c347bd903cbac7a8caeb4503112 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:44:23.583149+00:00", + "ended_at": "2026-05-04T08:44:58.217287+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_14d61d20fa015a7e", + "problem_id": "v2p_m6_2b34b62b7f3ad39c", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Revenue, measure_col=Administrative, condition_col=Weekend.", + "bindings": { + "group_col": "Revenue", + "measure_col": "Administrative", + "condition_col": "Weekend", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_14d61d20fa015a7e.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_14d61d20fa015a7e", + "api_calls": 0, + "input_tokens": 46231, + "cached_input_tokens": 43776, + "output_tokens": 943, + "total_tokens": 47174, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 6049, + "estimated_output_tokens": 618, + "estimated_total_tokens": 6667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34567.37, + "sql_execution_elapsed_ms_total": 14.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_14d61d20fa015a7e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc9434de4e7de347412c3fb5c6e401ccaa666de2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:44:39.430859+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15824.8, "started_at": "2026-05-04T08:44:23.586799+00:00", "ended_at": "2026-05-04T08:44:39.411900+00:00", "prompt_metrics": {"chars": 10916, "bytes_utf8": 10916, "lines": 317, "estimated_tokens": 2887}, "response_metrics": {"chars": 1105, "bytes_utf8": 1105, "lines": 1, "estimated_tokens": 302}, "usage": {"input_tokens": 22978, "cached_input_tokens": 21888, "output_tokens": 397}, "stderr_preview": "2026-05-04T08:44:23.818412Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:44:26.221329Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Revenue\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible integer roun"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..15abdbceee47d7ce051f9ee305a02fa08fe4d51c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_14d61d20fa015a7e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_14d61d20fa015a7e", + "api_calls": 0, + "input_tokens": 46231, + "cached_input_tokens": 43776, + "output_tokens": 943, + "total_tokens": 47174, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 6049, + "estimated_output_tokens": 618, + "estimated_total_tokens": 6667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34567.37, + "sql_execution_elapsed_ms_total": 14.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_14d61d20fa015a7e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c755889e0707d3b398b12be10fbd13aeb07bed3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10798, "bytes_utf8": 10798, "lines": 314, "estimated_tokens": 2900}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1344, "bytes_utf8": 1344, "lines": 1, "estimated_tokens": 353}, "usage": {"input_tokens": 22991, "cached_input_tokens": 21888, "output_tokens": 546}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e7d20f548c4ba16655ca7d78a552d168fe366edd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1727d4179f75968f", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 21888, + "output_tokens": 546, + "total_tokens": 23537, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 353, + "estimated_total_tokens": 3253, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18840.25, + "sql_execution_elapsed_ms_total": 72.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_1727d4179f75968f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a5c436221a5ca198a62ac1a7f428c7135b4719f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:22:34.079923+00:00", + "ended_at": "2026-05-04T08:22:52.916162+00:00", + "elapsed_ms": 18840.25, + "prompt_metrics": { + "chars": 10798, + "bytes_utf8": 10798, + "lines": 314, + "estimated_tokens": 2900 + }, + "stdout_metrics": { + "chars": 1818, + "bytes_utf8": 1818, + "lines": 4, + "estimated_tokens": 552 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13174 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1344, + "bytes_utf8": 1344, + "lines": 1, + "estimated_tokens": 353 + }, + "usage": { + "input_tokens": 22991, + "cached_input_tokens": 21888, + "output_tokens": 546 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23e670db55a934165de92de8e89ffd822c7f797b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Region, group_col_2=Revenue, measure_col=BounceRates.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "Region", + "group_col_2": "Revenue", + "measure_col": "BounceRates", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.010256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd5a31c30a80da38ee966ef0259b136a7f1f358d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-f9e2-7a51-bc1f-b6decb2cd5f5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nSELECT \\\"Region\\\", \\\"Revenue\\\",\\n AVG(\\\"measure_value\\\") AS \\\"median_measure\\\",\\n CASE\\n WHEN AVG(\\\"measure_value\\\" * \\\"measure_value\\\") - AVG(\\\"measure_value\\\") * AVG(\\\"measure_value\\\") < 0 THEN NULL\\n ELSE SQRT(AVG(\\\"measure_value\\\" * \\\"measure_value\\\") - AVG(\\\"measure_value\\\") * AVG(\\\"measure_value\\\"))\\n END AS \\\"measure_stddev\\\"\\nFROM (\\n SELECT \\\"Region\\\", \\\"Revenue\\\", \\\"measure_value\\\"\\n FROM (\\n SELECT \\\"Region\\\",\\n \\\"Revenue\\\",\\n CAST(\\\"BounceRates\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\", \\\"Revenue\\\"\\n ORDER BY CAST(\\\"BounceRates\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Region\\\", \\\"Revenue\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"BounceRates\\\" IS NOT NULL\\n ) AS \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n) AS \\\"median_rows\\\"\\nGROUP BY \\\"Region\\\", \\\"Revenue\\\"\\nORDER BY \\\"median_measure\\\" DESC;\",\"notes\":\"Adapted the template for SQLite by emulating the median with window functions and computing standard deviation as SQRT(AVG(x*x) - AVG(x)^2). Casts \\\"BounceRates\\\" from TEXT to REAL and uses only the provided table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22991,"cached_input_tokens":21888,"output_tokens":546}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d81011a904e34f21e9200faf61e67bd3b1990977 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nSELECT \"Region\", \"Revenue\",\n AVG(\"measure_value\") AS \"median_measure\",\n CASE\n WHEN AVG(\"measure_value\" * \"measure_value\") - AVG(\"measure_value\") * AVG(\"measure_value\") < 0 THEN NULL\n ELSE SQRT(AVG(\"measure_value\" * \"measure_value\") - AVG(\"measure_value\") * AVG(\"measure_value\"))\n END AS \"measure_stddev\"\nFROM (\n SELECT \"Region\", \"Revenue\", \"measure_value\"\n FROM (\n SELECT \"Region\",\n \"Revenue\",\n CAST(\"BounceRates\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\", \"Revenue\"\n ORDER BY CAST(\"BounceRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\", \"Revenue\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"BounceRates\" IS NOT NULL\n ) AS \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n) AS \"median_rows\"\nGROUP BY \"Region\", \"Revenue\"\nORDER BY \"median_measure\" DESC;","notes":"Adapted the template for SQLite by emulating the median with window functions and computing standard deviation as SQRT(AVG(x*x) - AVG(x)^2). Casts \"BounceRates\" from TEXT to REAL and uses only the provided table and columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d641280e77af5a9d93323ddc1ce53f5d3b62ecdd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:34.257091Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:36.655795Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:52.021119Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2c8e0839004180a41463ffe10e1c4164e9a93a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Region, group_col_2=Revenue, measure_col=BounceRates. +Result preview: [{"Region": "6", "Revenue": "FALSE", "median_measure": 0.006451613, "measure_stddev": 0.0}, {"Region": "3", "Revenue": "FALSE", "median_measure": 0.005, "measure_stddev": 0.0}, {"Region": "2", "Revenue": "FALSE", "median_measure": 0.004558442, "measure_stddev": 1.2986999999953565e-05}, {"Region": "1", "Revenue": "FALSE", "median_measure": 0.004285714, "measure_stddev": 0.0}, {"Region": "8", "Revenue": "FALSE", "median_measure": 0.0040507365, "measure_stddev": 0.00020458250000000188}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..43607628a7fd1e4ba5a7bbc71d62e01b18d8a4a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/generated_sql.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_1727d4179f75968f +-- problem_id: v2p_m6_cc428c661bb94482 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", "Revenue", + AVG("measure_value") AS "median_measure", + CASE + WHEN AVG("measure_value" * "measure_value") - AVG("measure_value") * AVG("measure_value") < 0 THEN NULL + ELSE SQRT(AVG("measure_value" * "measure_value") - AVG("measure_value") * AVG("measure_value")) + END AS "measure_stddev" +FROM ( + SELECT "Region", "Revenue", "measure_value" + FROM ( + SELECT "Region", + "Revenue", + CAST("BounceRates" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Region", "Revenue" + ORDER BY CAST("BounceRates" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Region", "Revenue" + ) AS "cnt" + FROM "m6" + WHERE "BounceRates" IS NOT NULL + ) AS "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) +) AS "median_rows" +GROUP BY "Region", "Revenue" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..180bc274d0828ab72974c2ea1937770cb72d1015 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nSELECT \"Region\", \"Revenue\",\n AVG(\"measure_value\") AS \"median_measure\",\n CASE\n WHEN AVG(\"measure_value\" * \"measure_value\") - AVG(\"measure_value\") * AVG(\"measure_value\") < 0 THEN NULL\n ELSE SQRT(AVG(\"measure_value\" * \"measure_value\") - AVG(\"measure_value\") * AVG(\"measure_value\"))\n END AS \"measure_stddev\"\nFROM (\n SELECT \"Region\", \"Revenue\", \"measure_value\"\n FROM (\n SELECT \"Region\",\n \"Revenue\",\n CAST(\"BounceRates\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\", \"Revenue\"\n ORDER BY CAST(\"BounceRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\", \"Revenue\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"BounceRates\" IS NOT NULL\n ) AS \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n) AS \"median_rows\"\nGROUP BY \"Region\", \"Revenue\"\nORDER BY \"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nSELECT \\\"Region\\\", \\\"Revenue\\\",\\n AVG(\\\"measure_value\\\") AS \\\"median_measure\\\",\\n CASE\\n WHEN AVG(\\\"measure_value\\\" * \\\"measure_value\\\") - AVG(\\\"measure_value\\\") * AVG(\\\"measure_value\\\") < 0 THEN NULL\\n ELSE SQRT(AVG(\\\"measure_value\\\" * \\\"measure_value\\\") - AVG(\\\"measure_value\\\") * AVG(\\\"measure_value\\\"))\\n END AS \\\"measure_stddev\\\"\\nFROM (\\n SELECT \\\"Region\\\", \\\"Revenue\\\", \\\"measure_value\\\"\\n FROM (\\n SELECT \\\"Region\\\",\\n \\\"Revenue\\\",\\n CAST(\\\"BounceRates\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\", \\\"Revenue\\\"\\n ORDER BY CAST(\\\"BounceRates\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Region\\\", \\\"Revenue\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"BounceRates\\\" IS NOT NULL\\n ) AS \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n) AS \\\"median_rows\\\"\\nGROUP BY \\\"Region\\\", \\\"Revenue\\\"\\nORDER BY \\\"median_measure\\\" DESC;\", \"columns\": [\"Region\", \"Revenue\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"Region\": \"6\", \"Revenue\": \"FALSE\", \"median_measure\": 0.006451613, \"measure_stddev\": 0.0}, {\"Region\": \"3\", \"Revenue\": \"FALSE\", \"median_measure\": 0.005, \"measure_stddev\": 0.0}, {\"Region\": \"2\", \"Revenue\": \"FALSE\", \"median_measure\": 0.004558442, \"measure_stddev\": 1.2986999999953565e-05}, {\"Region\": \"1\", \"Revenue\": \"FALSE\", \"median_measure\": 0.004285714, \"measure_stddev\": 0.0}, {\"Region\": \"8\", \"Revenue\": \"FALSE\", \"median_measure\": 0.0040507365, \"measure_stddev\": 0.00020458250000000188}, {\"Region\": \"4\", \"Revenue\": \"FALSE\", \"median_measure\": 0.004, \"measure_stddev\": 0.0}, {\"Region\": \"5\", \"Revenue\": \"FALSE\", \"median_measure\": 0.003367289, \"measure_stddev\": 0.00014148299999999732}, {\"Region\": \"7\", \"Revenue\": \"FALSE\", \"median_measure\": 0.003324125, \"measure_stddev\": 9.208000000094057e-06}, {\"Region\": \"1\", \"Revenue\": \"TRUE\", \"median_measure\": 0.000183655, \"measure_stddev\": 0.0}, {\"Region\": \"2\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"Region\": \"3\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"Region\": \"4\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"Region\": \"5\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"Region\": \"6\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"Region\": \"7\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"Region\": \"8\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"Region\": \"9\", \"Revenue\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"Region\": \"9\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 72.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..057dd865c3476b9fe1cba8a0787cb4ea4f25e827 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:22:34.076264+00:00", + "ended_at": "2026-05-04T08:22:53.021179+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_1727d4179f75968f", + "problem_id": "v2p_m6_cc428c661bb94482", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Region, group_col_2=Revenue, measure_col=BounceRates.", + "bindings": { + "group_col": "Region", + "group_col_2": "Revenue", + "measure_col": "BounceRates", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.010256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_1727d4179f75968f.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1727d4179f75968f", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 21888, + "output_tokens": 546, + "total_tokens": 23537, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 353, + "estimated_total_tokens": 3253, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18840.25, + "sql_execution_elapsed_ms_total": 72.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_1727d4179f75968f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..745a7af406a920ac30093462e05eb3aa6470cd97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1727d4179f75968f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:52.939866+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18840.25, "started_at": "2026-05-04T08:22:34.079923+00:00", "ended_at": "2026-05-04T08:22:52.916162+00:00", "prompt_metrics": {"chars": 10798, "bytes_utf8": 10798, "lines": 314, "estimated_tokens": 2900}, "response_metrics": {"chars": 1344, "bytes_utf8": 1344, "lines": 1, "estimated_tokens": 353}, "usage": {"input_tokens": 22991, "cached_input_tokens": 21888, "output_tokens": 546}, "stderr_preview": "2026-05-04T08:22:34.257091Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:36.655795Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Region, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "Region", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2e57cabc6ed24f06db57795846e1834b15d99a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-05d5-7382-a822-2b4d8d90c92d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Region\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col bound to \\\"Region\\\", target_col bound to \\\"VisitorType\\\", target_value set to 'New_Visitor', min_support 5, and top_k 12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22984,"cached_input_tokens":21888,"output_tokens":222}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..287f289fc933a453e261ea80beaffced8971b033 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Region\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Region\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Used the provided Tail Target-Rate Extremes template with group_col bound to \"Region\", target_col bound to \"VisitorType\", target_value set to 'New_Visitor', min_support 5, and top_k 12."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8108645e10debade1331a3d0986c04861f327a2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:45.556746Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:48.017461Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:57.018262Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..abe057cd91dcea9552e279031781751ec150a1cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Region, target_col=VisitorType. +Result preview: [{"Region": "9", "support": 511, "focus_rate": 0.18003913894324852}, {"Region": "8", "support": 434, "focus_rate": 0.17050691244239632}, {"Region": "5", "support": 318, "focus_rate": 0.15723270440251572}, {"Region": "6", "support": 805, "focus_rate": 0.15031055900621118}, {"Region": "1", "support": 4780, "focus_rate": 0.13744769874476986}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..61917010c2b242d892de0d9d9e0630bf2ebee8cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_183c5c1f0f65fb25 +-- problem_id: v2p_m6_1095717cc9227e17 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Region", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Region" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5f8edd66e131abdefcfd5ef43ba573679428d16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Region\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Region\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Region\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\", \"columns\": [\"Region\", \"support\", \"focus_rate\"], \"rows\": [{\"Region\": \"9\", \"support\": 511, \"focus_rate\": 0.18003913894324852}, {\"Region\": \"8\", \"support\": 434, \"focus_rate\": 0.17050691244239632}, {\"Region\": \"5\", \"support\": 318, \"focus_rate\": 0.15723270440251572}, {\"Region\": \"6\", \"support\": 805, \"focus_rate\": 0.15031055900621118}, {\"Region\": \"1\", \"support\": 4780, \"focus_rate\": 0.13744769874476986}, {\"Region\": \"7\", \"support\": 761, \"focus_rate\": 0.1314060446780552}, {\"Region\": \"2\", \"support\": 1136, \"focus_rate\": 0.1311619718309859}, {\"Region\": \"3\", \"support\": 2403, \"focus_rate\": 0.12983770287141075}, {\"Region\": \"4\", \"support\": 1182, \"focus_rate\": 0.11759729272419628}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.92}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15894e924bc49edeb5b76018d59491d108f90093 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:59:45.355498+00:00", + "ended_at": "2026-05-04T08:59:58.130527+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_183c5c1f0f65fb25", + "problem_id": "v2p_m6_1095717cc9227e17", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Region, target_col=VisitorType.", + "bindings": { + "group_col": "Region", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_183c5c1f0f65fb25.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_183c5c1f0f65fb25", + "api_calls": 0, + "input_tokens": 22984, + "cached_input_tokens": 21888, + "output_tokens": 222, + "total_tokens": 23206, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2895, + "estimated_output_tokens": 141, + "estimated_total_tokens": 3036, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12733.62, + "sql_execution_elapsed_ms_total": 8.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_183c5c1f0f65fb25\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..886e86d3006f5039dd20ae22153b399c00e5b0d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:58.113571+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12733.62, "started_at": "2026-05-04T08:59:45.360315+00:00", "ended_at": "2026-05-04T08:59:58.093428+00:00", "prompt_metrics": {"chars": 10749, "bytes_utf8": 10749, "lines": 313, "estimated_tokens": 2895}, "response_metrics": {"chars": 499, "bytes_utf8": 499, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 22984, "cached_input_tokens": 21888, "output_tokens": 222}, "stderr_preview": "2026-05-04T08:59:45.556746Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:48.017461Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col bound to \\\"Region\\\", target_col bound to \\\"VisitorType\\\", target_value set to 'New_Visitor', min_support 5, and top_k 12.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..76a5743e870569c3731297a57a30f3f572739661 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_183c5c1f0f65fb25/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_183c5c1f0f65fb25", + "api_calls": 0, + "input_tokens": 22984, + "cached_input_tokens": 21888, + "output_tokens": 222, + "total_tokens": 23206, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2895, + "estimated_output_tokens": 141, + "estimated_total_tokens": 3036, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12733.62, + "sql_execution_elapsed_ms_total": 8.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_183c5c1f0f65fb25\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1cb62ac7e7f55fdcd5e3a60e7f8ddccdd3ce2687 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10712, "bytes_utf8": 10712, "lines": 316, "estimated_tokens": 2862}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22951, "cached_input_tokens": 22400, "output_tokens": 157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b69a6d5bd6e102b54d9ce6ccbdb15f6f2db58177 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_18a8db0aa89ea9ad", + "api_calls": 0, + "input_tokens": 22951, + "cached_input_tokens": 22400, + "output_tokens": 157, + "total_tokens": 23108, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2862, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2996, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11144.26, + "sql_execution_elapsed_ms_total": 9.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_18a8db0aa89ea9ad\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..621d29a551895c7a3d4a55b1349a59c3c2c5e7b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:20:29.342516+00:00", + "ended_at": "2026-05-04T08:20:40.486407+00:00", + "elapsed_ms": 11144.26, + "prompt_metrics": { + "chars": 10712, + "bytes_utf8": 10712, + "lines": 316, + "estimated_tokens": 2862 + }, + "stdout_metrics": { + "chars": 868, + "bytes_utf8": 868, + "lines": 4, + "estimated_tokens": 247 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13184 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 530, + "bytes_utf8": 530, + "lines": 1, + "estimated_tokens": 134 + }, + "usage": { + "input_tokens": 22951, + "cached_input_tokens": 22400, + "output_tokens": 157 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02568a310693d381b29f2d29f07d10dc86e610ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Revenue, measure_col=Administrative_Duration.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Revenue", + "measure_col": "Administrative_Duration", + "predicate_col": "ExitRates", + "predicate_op": ">=", + "predicate_value": 0.05, + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1aeffd4c94ad0e36524bd7c9af8150373c36e3f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-12cd-7233-a3ff-564d3136adb7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Revenue\\\", SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ExitRates\\\" AS REAL) >= 0.05\\nGROUP BY \\\"Revenue\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"Revenue\\\", measure_col=\\\"Administrative_Duration\\\", predicate_col=\\\"ExitRates\\\", predicate_op=\\\">=\\\", predicate_value=0.05, top_k=13. CAST to REAL was added because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22951,"cached_input_tokens":22400,"output_tokens":157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8523d711029e2b05c31cda053b73dcd480634817 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Revenue\", SUM(CAST(\"Administrative_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ExitRates\" AS REAL) >= 0.05\nGROUP BY \"Revenue\"\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the required template with fixed bindings: group_col=\"Revenue\", measure_col=\"Administrative_Duration\", predicate_col=\"ExitRates\", predicate_op=\">=\", predicate_value=0.05, top_k=13. CAST to REAL was added because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df801812bbddb11236ae14eb075be73a122e56e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:29.567018Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:31.954269Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:39.748226Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2656e7ddad4d54e14730bc2c95ef9b71cb09deb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Revenue, measure_col=Administrative_Duration. +Result preview: [{"Revenue": "FALSE", "total_measure": 51341.60335639}, {"Revenue": "TRUE", "total_measure": 3410.418888843}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb91a45684484bd030f8519919cf30ae76265dba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_18a8db0aa89ea9ad +-- problem_id: v2p_m6_b0c0e7e59b2882a7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", SUM(CAST("Administrative_Duration" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ExitRates" AS REAL) >= 0.05 +GROUP BY "Revenue" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d42c29cf92ed066bbabe84016825a8215e856fdb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Revenue\", SUM(CAST(\"Administrative_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ExitRates\" AS REAL) >= 0.05\nGROUP BY \"Revenue\"\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Revenue\\\", SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ExitRates\\\" AS REAL) >= 0.05\\nGROUP BY \\\"Revenue\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"Revenue\", \"total_measure\"], \"rows\": [{\"Revenue\": \"FALSE\", \"total_measure\": 51341.60335639}, {\"Revenue\": \"TRUE\", \"total_measure\": 3410.418888843}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d506eeeaa2b8413778daa88f96c89dbe4f5661b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:20:29.339270+00:00", + "ended_at": "2026-05-04T08:20:40.525121+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_18a8db0aa89ea9ad", + "problem_id": "v2p_m6_b0c0e7e59b2882a7", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Revenue, measure_col=Administrative_Duration.", + "bindings": { + "group_col": "Revenue", + "measure_col": "Administrative_Duration", + "predicate_col": "ExitRates", + "predicate_op": ">=", + "predicate_value": 0.05, + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_18a8db0aa89ea9ad.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_18a8db0aa89ea9ad", + "api_calls": 0, + "input_tokens": 22951, + "cached_input_tokens": 22400, + "output_tokens": 157, + "total_tokens": 23108, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2862, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2996, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11144.26, + "sql_execution_elapsed_ms_total": 9.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_18a8db0aa89ea9ad\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b26aa398a35b0b5a67821a81037061e265d6d479 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:40.507937+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11144.26, "started_at": "2026-05-04T08:20:29.342516+00:00", "ended_at": "2026-05-04T08:20:40.486407+00:00", "prompt_metrics": {"chars": 10712, "bytes_utf8": 10712, "lines": 316, "estimated_tokens": 2862}, "response_metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22951, "cached_input_tokens": 22400, "output_tokens": 157}, "stderr_preview": "2026-05-04T08:20:29.567018Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:31.954269Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.05\\nGROUP BY \\\"Revenue\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"Revenue\\\", measure_col=\\\"Administrative_Duration\\\", predicate_col=\\\"ExitRates\\\", predicate_op=\\\">=\\\", predicate_value=0.05, top_k=13. CAST to REAL was added because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4862242ffbdacae2529ad4e06c8a79d92361af82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_18a8db0aa89ea9ad/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_18a8db0aa89ea9ad", + "api_calls": 0, + "input_tokens": 22951, + "cached_input_tokens": 22400, + "output_tokens": 157, + "total_tokens": 23108, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2862, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2996, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11144.26, + "sql_execution_elapsed_ms_total": 9.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_18a8db0aa89ea9ad\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c864f923892bed9308ea43813eb80e286a1e3fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10683, "bytes_utf8": 10683, "lines": 316, "estimated_tokens": 2859}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22948, "cached_input_tokens": 19840, "output_tokens": 130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..670a1b442a86344199059a4e59811234e1519caf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1e276e7404dd493d", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 23078, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14383.65, + "sql_execution_elapsed_ms_total": 11.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_1e276e7404dd493d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fae1fac35cb73fd5de63d1c12988c566a74b4c3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:19:27.150600+00:00", + "ended_at": "2026-05-04T08:19:41.534124+00:00", + "elapsed_ms": 14383.65, + "prompt_metrics": { + "chars": 10683, + "bytes_utf8": 10683, + "lines": 316, + "estimated_tokens": 2859 + }, + "stdout_metrics": { + "chars": 771, + "bytes_utf8": 771, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13189 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 441, + "bytes_utf8": 441, + "lines": 1, + "estimated_tokens": 114 + }, + "usage": { + "input_tokens": 22948, + "cached_input_tokens": 19840, + "output_tokens": 130 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5c0a3630d34236f6f0c39e8905d6fb81d6918ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType, measure_col=Region.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Region", + "predicate_col": "PageValues", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f167f8ea289354c361cf3baa3861509fb19775d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-1faa-7543-aa89-a950cccd76dd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"TrafficType\\\", SUM(CAST(\\\"Region\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"PageValues\\\" AS REAL) >= 0.0\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided template with fixed bindings. Casted \\\"Region\\\" and \\\"PageValues\\\" to REAL because the SQLite schema stores them as TEXT, while the planned roles treat them as numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22948,"cached_input_tokens":19840,"output_tokens":130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a092d35b942019d801c484ab0ead5d2eaf5bc397 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"TrafficType\", SUM(CAST(\"Region\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"PageValues\" AS REAL) >= 0.0\nGROUP BY \"TrafficType\"\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the provided template with fixed bindings. Casted \"Region\" and \"PageValues\" to REAL because the SQLite schema stores them as TEXT, while the planned roles treat them as numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9bd057c9659b0c3a3928a2f8ce8e840a3a0d802 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:27.333552Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:29.745728Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:40.706489Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ae1042a52a43220b814bb7f2943a347799645c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType, measure_col=Region. +Result preview: [{"TrafficType": "2", "total_measure": 12236.0}, {"TrafficType": "1", "total_measure": 7862.0}, {"TrafficType": "3", "total_measure": 6092.0}, {"TrafficType": "4", "total_measure": 3381.0}, {"TrafficType": "13", "total_measure": 2320.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..91d0126549e4d49f13e8378af51db35072c149ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_1e276e7404dd493d +-- problem_id: v2p_m6_64a1dac53ad0cdcd +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", SUM(CAST("Region" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("PageValues" AS REAL) >= 0.0 +GROUP BY "TrafficType" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6005ebd841825838abb64ed256aa7bc527aa9542 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"TrafficType\", SUM(CAST(\"Region\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"PageValues\" AS REAL) >= 0.0\nGROUP BY \"TrafficType\"\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"TrafficType\\\", SUM(CAST(\\\"Region\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"PageValues\\\" AS REAL) >= 0.0\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"TrafficType\", \"total_measure\"], \"rows\": [{\"TrafficType\": \"2\", \"total_measure\": 12236.0}, {\"TrafficType\": \"1\", \"total_measure\": 7862.0}, {\"TrafficType\": \"3\", \"total_measure\": 6092.0}, {\"TrafficType\": \"4\", \"total_measure\": 3381.0}, {\"TrafficType\": \"13\", \"total_measure\": 2320.0}, {\"TrafficType\": \"6\", \"total_measure\": 1500.0}, {\"TrafficType\": \"10\", \"total_measure\": 1354.0}, {\"TrafficType\": \"8\", \"total_measure\": 1054.0}, {\"TrafficType\": \"20\", \"total_measure\": 1015.0}, {\"TrafficType\": \"11\", \"total_measure\": 791.0}, {\"TrafficType\": \"5\", \"total_measure\": 742.0}, {\"TrafficType\": \"15\", \"total_measure\": 112.0}, {\"TrafficType\": \"9\", \"total_measure\": 111.0}, {\"TrafficType\": \"7\", \"total_measure\": 102.0}, {\"TrafficType\": \"14\", \"total_measure\": 51.0}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d072fe68ae521719302dd65fa3658504390db648 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:19:27.147183+00:00", + "ended_at": "2026-05-04T08:19:41.572916+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_1e276e7404dd493d", + "problem_id": "v2p_m6_64a1dac53ad0cdcd", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType, measure_col=Region.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Region", + "predicate_col": "PageValues", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_1e276e7404dd493d.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1e276e7404dd493d", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 23078, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14383.65, + "sql_execution_elapsed_ms_total": 11.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_1e276e7404dd493d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0d84623b742cd006219a2485004ce82a9a1ca96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:41.554005+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14383.65, "started_at": "2026-05-04T08:19:27.150600+00:00", "ended_at": "2026-05-04T08:19:41.534124+00:00", "prompt_metrics": {"chars": 10683, "bytes_utf8": 10683, "lines": 316, "estimated_tokens": 2859}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22948, "cached_input_tokens": 19840, "output_tokens": 130}, "stderr_preview": "2026-05-04T08:19:27.333552Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:29.745728Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided template with fixed bindings. Casted \\\"Region\\\" and \\\"PageValues\\\" to REAL because the SQLite schema stores them as TEXT, while the planned roles treat them as numeric.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9d62715a1bc45ce4b7fe1c8ac05679227e1c8fcb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e276e7404dd493d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1e276e7404dd493d", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 23078, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14383.65, + "sql_execution_elapsed_ms_total": 11.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_1e276e7404dd493d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be57cea93ecf4ea679c39b146547ede9daef532b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10735, "bytes_utf8": 10735, "lines": 315, "estimated_tokens": 2882}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 594, "bytes_utf8": 594, "lines": 1, "estimated_tokens": 151}, "usage": {"input_tokens": 22973, "cached_input_tokens": 6528, "output_tokens": 313}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..75865053b5ce21358ed2ae133a3faab1d4ea7d8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1e5ab1057cbf0768", + "api_calls": 0, + "input_tokens": 22973, + "cached_input_tokens": 6528, + "output_tokens": 313, + "total_tokens": 23286, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2882, + "estimated_output_tokens": 151, + "estimated_total_tokens": 3033, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16102.2, + "sql_execution_elapsed_ms_total": 16.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_1e5ab1057cbf0768\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a5d8011da0f3a81a287c6899b0ff53d61ec51bb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:32:14.809592+00:00", + "ended_at": "2026-05-04T08:32:30.911496+00:00", + "elapsed_ms": 16102.2, + "prompt_metrics": { + "chars": 10735, + "bytes_utf8": 10735, + "lines": 315, + "estimated_tokens": 2882 + }, + "stdout_metrics": { + "chars": 940, + "bytes_utf8": 940, + "lines": 4, + "estimated_tokens": 267 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13227 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 594, + "bytes_utf8": 594, + "lines": 1, + "estimated_tokens": 151 + }, + "usage": { + "input_tokens": 22973, + "cached_input_tokens": 6528, + "output_tokens": 313 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..022ca5f3ccf5e47b13e512898ada5637f9cd6f88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Informational, group_col_2=Weekend, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "Informational", + "group_col_2": "Weekend", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8a6c576241a3275dd8b8842250761edf9d80aec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-d658-7033-a47d-273b00e86349"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"Informational\\\", \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\", \\\"Weekend\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"target_rate\\\" DESC\\nLIMIT 12;\",\"notes\":\"Uses the requested Two-Axis Target Rate Surface template with group_col=\\\"Informational\\\", group_col_2=\\\"Weekend\\\", and target_col=\\\"VisitorType\\\" for the target value 'Returning_Visitor'. Added HAVING COUNT(*) >= 5 to respect the provided minimum support/group size binding.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22973,"cached_input_tokens":6528,"output_tokens":313}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d77fb5162f0ea7ab39b81d725b5c1b553591b42b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"Informational\", \"Weekend\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"Informational\", \"Weekend\"\nHAVING COUNT(*) >= 5\nORDER BY \"target_rate\" DESC\nLIMIT 12;","notes":"Uses the requested Two-Axis Target Rate Surface template with group_col=\"Informational\", group_col_2=\"Weekend\", and target_col=\"VisitorType\" for the target value 'Returning_Visitor'. Added HAVING COUNT(*) >= 5 to respect the provided minimum support/group size binding."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd090654c7e3dd9f9cf3c3ad472ccec6c81d6778 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:14.999982Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:17.439175Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:29.922439Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3d917d772ab50c0096248c337baa9bf47225324 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Informational, group_col_2=Weekend, target_col=VisitorType. +Result preview: [{"Informational": "7", "Weekend": "TRUE", "target_rate": 1.0}, {"Informational": "8", "Weekend": "FALSE", "target_rate": 1.0}, {"Informational": "8", "Weekend": "TRUE", "target_rate": 1.0}, {"Informational": "9", "Weekend": "TRUE", "target_rate": 1.0}, {"Informational": "7", "Weekend": "FALSE", "target_rate": 0.9629629629629629}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b253bef71ab9e3399ee3b3f5400b2792a2b0d0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_1e5ab1057cbf0768 +-- problem_id: v2p_m6_30e88a5c8901488d +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", "Weekend", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "Informational", "Weekend" +HAVING COUNT(*) >= 5 +ORDER BY "target_rate" DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f23c35686dbd15c071316306c583547c40c889d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"Informational\", \"Weekend\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"Informational\", \"Weekend\"\nHAVING COUNT(*) >= 5\nORDER BY \"target_rate\" DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"Informational\\\", \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\", \\\"Weekend\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"target_rate\\\" DESC\\nLIMIT 12;\", \"columns\": [\"Informational\", \"Weekend\", \"target_rate\"], \"rows\": [{\"Informational\": \"7\", \"Weekend\": \"TRUE\", \"target_rate\": 1.0}, {\"Informational\": \"8\", \"Weekend\": \"FALSE\", \"target_rate\": 1.0}, {\"Informational\": \"8\", \"Weekend\": \"TRUE\", \"target_rate\": 1.0}, {\"Informational\": \"9\", \"Weekend\": \"TRUE\", \"target_rate\": 1.0}, {\"Informational\": \"7\", \"Weekend\": \"FALSE\", \"target_rate\": 0.9629629629629629}, {\"Informational\": \"5\", \"Weekend\": \"TRUE\", \"target_rate\": 0.9444444444444444}, {\"Informational\": \"6\", \"Weekend\": \"FALSE\", \"target_rate\": 0.9423076923076923}, {\"Informational\": \"5\", \"Weekend\": \"FALSE\", \"target_rate\": 0.9382716049382716}, {\"Informational\": \"3\", \"Weekend\": \"FALSE\", \"target_rate\": 0.9372822299651568}, {\"Informational\": \"4\", \"Weekend\": \"TRUE\", \"target_rate\": 0.9107142857142857}, {\"Informational\": \"9\", \"Weekend\": \"FALSE\", \"target_rate\": 0.9}, {\"Informational\": \"3\", \"Weekend\": \"TRUE\", \"target_rate\": 0.8924731182795699}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a505f19265ea4241bc9711acd0adfb3a8b7f8507 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:32:14.802111+00:00", + "ended_at": "2026-05-04T08:32:30.956618+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_1e5ab1057cbf0768", + "problem_id": "v2p_m6_30e88a5c8901488d", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Informational, group_col_2=Weekend, target_col=VisitorType.", + "bindings": { + "group_col": "Informational", + "group_col_2": "Weekend", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_1e5ab1057cbf0768.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1e5ab1057cbf0768", + "api_calls": 0, + "input_tokens": 22973, + "cached_input_tokens": 6528, + "output_tokens": 313, + "total_tokens": 23286, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2882, + "estimated_output_tokens": 151, + "estimated_total_tokens": 3033, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16102.2, + "sql_execution_elapsed_ms_total": 16.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_1e5ab1057cbf0768\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4205b8f093d39e13a934988bf77cc0f9c90a5983 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:30.932083+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16102.2, "started_at": "2026-05-04T08:32:14.809592+00:00", "ended_at": "2026-05-04T08:32:30.911496+00:00", "prompt_metrics": {"chars": 10735, "bytes_utf8": 10735, "lines": 315, "estimated_tokens": 2882}, "response_metrics": {"chars": 594, "bytes_utf8": 594, "lines": 1, "estimated_tokens": 151}, "usage": {"input_tokens": 22973, "cached_input_tokens": 6528, "output_tokens": 313}, "stderr_preview": "2026-05-04T08:32:14.999982Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:17.439175Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY \\\"target_rate\\\" DESC\\nLIMIT 12;\",\"notes\":\"Uses the requested Two-Axis Target Rate Surface template with group_col=\\\"Informational\\\", group_col_2=\\\"Weekend\\\", and target_col=\\\"VisitorType\\\" for the target value 'Returning_Visitor'. Added HAVING COUNT(*) >= 5 to respect the provided minimum support/group size binding.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cbccdb066c715310ac82e630e7b99e9c07d7e52b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_1e5ab1057cbf0768/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1e5ab1057cbf0768", + "api_calls": 0, + "input_tokens": 22973, + "cached_input_tokens": 6528, + "output_tokens": 313, + "total_tokens": 23286, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2882, + "estimated_output_tokens": 151, + "estimated_total_tokens": 3033, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16102.2, + "sql_execution_elapsed_ms_total": 16.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_1e5ab1057cbf0768\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_201082669a2ff6ef/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_201082669a2ff6ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8332fdaef1c046f9c94e1b3e7c7fd3d7bec0e03 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_201082669a2ff6ef/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Administrative_Duration": "0", "support": 5903, "avg_response": 0.023547348805692023}, {"Administrative_Duration": "4", "support": 56, "avg_response": 1.0714285714285714}, {"Administrative_Duration": "5", "support": 53, "avg_response": 1.0943396226415094}, {"Administrative_Duration": "7", "support": 45, "avg_response": 1.3555555555555556}, {"Administrative_Duration": "11", "support": 42, "avg_response": 1.4761904761904763}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_201082669a2ff6ef/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_201082669a2ff6ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f5d61d62c18c65ce7e721ea6a2e1076c7a6c8a7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_201082669a2ff6ef/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_201082669a2ff6ef +-- problem_id: v2p_m6_30e717179762d3e1 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative_Duration", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "Administrative_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_201082669a2ff6ef/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_201082669a2ff6ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..849181c91f48ac370db5ac8c79ad79fc91620944 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_201082669a2ff6ef/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_201082669a2ff6ef\n-- problem_id: v2p_m6_30e717179762d3e1\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Administrative_Duration\",\n COUNT(*) AS support,\n AVG(\"Administrative\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Administrative_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_201082669a2ff6ef\\n-- problem_id: v2p_m6_30e717179762d3e1\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Administrative_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Administrative_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"Administrative_Duration\": \"0\", \"support\": 5903, \"avg_response\": 0.023547348805692023}, {\"Administrative_Duration\": \"4\", \"support\": 56, \"avg_response\": 1.0714285714285714}, {\"Administrative_Duration\": \"5\", \"support\": 53, \"avg_response\": 1.0943396226415094}, {\"Administrative_Duration\": \"7\", \"support\": 45, \"avg_response\": 1.3555555555555556}, {\"Administrative_Duration\": \"11\", \"support\": 42, \"avg_response\": 1.4761904761904763}, {\"Administrative_Duration\": \"6\", \"support\": 41, \"avg_response\": 1.170731707317073}, {\"Administrative_Duration\": \"14\", \"support\": 37, \"avg_response\": 1.7837837837837838}, {\"Administrative_Duration\": \"9\", \"support\": 35, \"avg_response\": 1.3428571428571427}, {\"Administrative_Duration\": \"15\", \"support\": 33, \"avg_response\": 1.9696969696969697}, {\"Administrative_Duration\": \"10\", \"support\": 32, \"avg_response\": 1.25}, {\"Administrative_Duration\": \"13\", \"support\": 29, \"avg_response\": 1.6896551724137931}, {\"Administrative_Duration\": \"19\", \"support\": 29, \"avg_response\": 1.4137931034482758}, {\"Administrative_Duration\": \"21\", \"support\": 28, \"avg_response\": 1.8214285714285714}, {\"Administrative_Duration\": \"12\", \"support\": 28, \"avg_response\": 1.3928571428571428}, {\"Administrative_Duration\": \"20\", \"support\": 26, \"avg_response\": 1.8846153846153846}, {\"Administrative_Duration\": \"18\", \"support\": 26, \"avg_response\": 1.6538461538461537}, {\"Administrative_Duration\": \"8\", \"support\": 26, \"avg_response\": 1.1153846153846154}, {\"Administrative_Duration\": \"3\", \"support\": 26, \"avg_response\": 1.0769230769230769}, {\"Administrative_Duration\": \"17\", \"support\": 25, \"avg_response\": 1.96}, {\"Administrative_Duration\": \"37\", \"support\": 24, \"avg_response\": 2.1666666666666665}, {\"Administrative_Duration\": \"23\", \"support\": 24, \"avg_response\": 2.0}, {\"Administrative_Duration\": \"33\", \"support\": 20, \"avg_response\": 2.65}, {\"Administrative_Duration\": \"26\", \"support\": 20, \"avg_response\": 2.35}, {\"Administrative_Duration\": \"47\", \"support\": 19, \"avg_response\": 2.8421052631578947}, {\"Administrative_Duration\": \"32\", \"support\": 19, \"avg_response\": 2.473684210526316}, {\"Administrative_Duration\": \"34\", \"support\": 19, \"avg_response\": 2.3684210526315788}, {\"Administrative_Duration\": \"16\", \"support\": 19, \"avg_response\": 1.9473684210526316}, {\"Administrative_Duration\": \"36\", \"support\": 18, \"avg_response\": 2.7222222222222223}, {\"Administrative_Duration\": \"29\", \"support\": 18, \"avg_response\": 2.4444444444444446}, {\"Administrative_Duration\": \"28\", \"support\": 18, \"avg_response\": 1.9444444444444444}, {\"Administrative_Duration\": \"42\", \"support\": 17, \"avg_response\": 2.8823529411764706}, {\"Administrative_Duration\": \"45\", \"support\": 17, \"avg_response\": 2.411764705882353}, {\"Administrative_Duration\": \"30\", \"support\": 17, \"avg_response\": 2.0588235294117645}, {\"Administrative_Duration\": \"38\", \"support\": 17, \"avg_response\": 2.0}, {\"Administrative_Duration\": \"60\", \"support\": 16, \"avg_response\": 3.8125}, {\"Administrative_Duration\": \"63\", \"support\": 16, \"avg_response\": 3.3125}, {\"Administrative_Duration\": \"44\", \"support\": 16, \"avg_response\": 2.625}, {\"Administrative_Duration\": \"27\", \"support\": 16, \"avg_response\": 2.375}, {\"Administrative_Duration\": \"22\", \"support\": 16, \"avg_response\": 1.75}, {\"Administrative_Duration\": \"91\", \"support\": 15, \"avg_response\": 4.133333333333334}, {\"Administrative_Duration\": \"23.2\", \"support\": 15, \"avg_response\": 1.3333333333333333}, {\"Administrative_Duration\": \"2\", \"support\": 15, \"avg_response\": 1.1333333333333333}, {\"Administrative_Duration\": \"52\", \"support\": 14, \"avg_response\": 3.2142857142857144}, {\"Administrative_Duration\": \"57\", \"support\": 14, \"avg_response\": 2.9285714285714284}, {\"Administrative_Duration\": \"75\", \"support\": 14, \"avg_response\": 2.9285714285714284}, {\"Administrative_Duration\": \"55\", \"support\": 14, \"avg_response\": 2.857142857142857}, {\"Administrative_Duration\": \"40\", \"support\": 14, \"avg_response\": 2.2857142857142856}, {\"Administrative_Duration\": \"24\", \"support\": 14, \"avg_response\": 1.5714285714285714}, {\"Administrative_Duration\": \"54\", \"support\": 13, \"avg_response\": 2.6153846153846154}, {\"Administrative_Duration\": \"67.5\", \"support\": 13, \"avg_response\": 2.3846153846153846}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.75}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_201082669a2ff6ef/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_201082669a2ff6ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e9c284b153710b76487058301970a6a780044646 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_201082669a2ff6ef/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.185637+00:00", + "ended_at": "2026-05-04T09:03:22.198864+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_201082669a2ff6ef", + "problem_id": "v2p_m6_30e717179762d3e1", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative, key_col=Administrative_Duration.", + "bindings": { + "key_col": "Administrative_Duration", + "measure_col": "Administrative", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_201082669a2ff6ef.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_201082669a2ff6ef/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_201082669a2ff6ef/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_201082669a2ff6ef/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d0381840ab924e9ec4ad789e9ffc6f84090ebeb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10593, "bytes_utf8": 10593, "lines": 314, "estimated_tokens": 2828}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 477, "bytes_utf8": 477, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22917, "cached_input_tokens": 22400, "output_tokens": 131}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b6a5042cfd8acb19f7be8f8d5acc8ec710542de4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2041cad5f268048b", + "api_calls": 0, + "input_tokens": 22917, + "cached_input_tokens": 22400, + "output_tokens": 131, + "total_tokens": 23048, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2828, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2943, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11116.87, + "sql_execution_elapsed_ms_total": 8.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_2041cad5f268048b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..363d14cc5b32e1a1471e123b1a8293f391f65450 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:12:06.313322+00:00", + "ended_at": "2026-05-04T08:12:17.427941+00:00", + "elapsed_ms": 11116.87, + "prompt_metrics": { + "chars": 10593, + "bytes_utf8": 10593, + "lines": 314, + "estimated_tokens": 2828 + }, + "stdout_metrics": { + "chars": 803, + "bytes_utf8": 803, + "lines": 4, + "estimated_tokens": 220 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13228 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 477, + "bytes_utf8": 477, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 22917, + "cached_input_tokens": 22400, + "output_tokens": 131 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92431a3083eb6aaeee6e87deaf3c56323b8c93e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Region.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "Region", + "predicate_col": "Informational_Duration", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9eb736bae610473df93148263a4f20bf5f0b17d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-65e4-7be3-aaec-e4561033ec1b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Region\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational_Duration\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Region\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Applied the required Filtered Top-k Group Count template with group_col bound to \\\"Region\\\" and predicate_col bound to \\\"Informational_Duration\\\". Used CAST(... AS REAL) because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22917,"cached_input_tokens":22400,"output_tokens":131}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..000958b472f1c7842bcb8318c79899e4c0ea2b5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Region\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Informational_Duration\" AS REAL) >= 0.0\nGROUP BY \"Region\"\nORDER BY support DESC\nLIMIT 17;","notes":"Applied the required Filtered Top-k Group Count template with group_col bound to \"Region\" and predicate_col bound to \"Informational_Duration\". Used CAST(... AS REAL) because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ec37820fa2e7efac59a851ab6c847c3f50882d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:06.583372Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:09.139167Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:16.308255Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c01e6d2791acf41166ee400129537d945941b206 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Region. +Result preview: [{"Region": "1", "support": 4780}, {"Region": "3", "support": 2403}, {"Region": "4", "support": 1182}, {"Region": "2", "support": 1136}, {"Region": "6", "support": 805}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a548a172be0d7adf2628c70f294c15362d84dfa0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_2041cad5f268048b +-- problem_id: v2p_m6_de05cad96dfddf74 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", COUNT(*) AS support +FROM "m6" +WHERE CAST("Informational_Duration" AS REAL) >= 0.0 +GROUP BY "Region" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df60e68244a905c6011bbd462d7008f3b5e1486d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Region\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Informational_Duration\" AS REAL) >= 0.0\nGROUP BY \"Region\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Region\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational_Duration\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Region\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"Region\", \"support\"], \"rows\": [{\"Region\": \"1\", \"support\": 4780}, {\"Region\": \"3\", \"support\": 2403}, {\"Region\": \"4\", \"support\": 1182}, {\"Region\": \"2\", \"support\": 1136}, {\"Region\": \"6\", \"support\": 805}, {\"Region\": \"7\", \"support\": 761}, {\"Region\": \"9\", \"support\": 511}, {\"Region\": \"8\", \"support\": 434}, {\"Region\": \"5\", \"support\": 318}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.57}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..45627dd283c7499c412e05d2177a6f5fadd6cf78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:12:06.310074+00:00", + "ended_at": "2026-05-04T08:12:17.464787+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_2041cad5f268048b", + "problem_id": "v2p_m6_de05cad96dfddf74", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Region.", + "bindings": { + "group_col": "Region", + "predicate_col": "Informational_Duration", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_2041cad5f268048b.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2041cad5f268048b", + "api_calls": 0, + "input_tokens": 22917, + "cached_input_tokens": 22400, + "output_tokens": 131, + "total_tokens": 23048, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2828, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2943, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11116.87, + "sql_execution_elapsed_ms_total": 8.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_2041cad5f268048b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7d69f8713f302fad71a7f5ff818d25ee2078df9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:17.449109+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11116.87, "started_at": "2026-05-04T08:12:06.313322+00:00", "ended_at": "2026-05-04T08:12:17.427941+00:00", "prompt_metrics": {"chars": 10593, "bytes_utf8": 10593, "lines": 314, "estimated_tokens": 2828}, "response_metrics": {"chars": 477, "bytes_utf8": 477, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22917, "cached_input_tokens": 22400, "output_tokens": 131}, "stderr_preview": "2026-05-04T08:12:06.583372Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:09.139167Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"Region\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Applied the required Filtered Top-k Group Count template with group_col bound to \\\"Region\\\" and predicate_col bound to \\\"Informational_Duration\\\". Used CAST(... AS REAL) because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2e57bacfb99572bdc9366173abfc1b2674459931 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2041cad5f268048b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2041cad5f268048b", + "api_calls": 0, + "input_tokens": 22917, + "cached_input_tokens": 22400, + "output_tokens": 131, + "total_tokens": 23048, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2828, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2943, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11116.87, + "sql_execution_elapsed_ms_total": 8.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_2041cad5f268048b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_20dd92299942c7a8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_20dd92299942c7a8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ffd2c78bed73b729d28a043ca507454e505bfd0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_20dd92299942c7a8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"ExitRates": "0.2", "support": 710, "avg_response": 0.008450704225352112}, {"ExitRates": "0.1", "support": 338, "avg_response": 0.020710059171597635}, {"ExitRates": "0.05", "support": 329, "avg_response": 0.08206686930091185}, {"ExitRates": "0.033333333", "support": 291, "avg_response": 0.15120274914089346}, {"ExitRates": "0.066666667", "support": 267, "avg_response": 0.056179775280898875}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_20dd92299942c7a8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_20dd92299942c7a8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..317fb9e807303d825a2f2230f59bdd8b1f63fab1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_20dd92299942c7a8/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_20dd92299942c7a8 +-- problem_id: v2p_m6_8af40284ffbeda6f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ExitRates", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "ExitRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_20dd92299942c7a8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_20dd92299942c7a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3eba448f633ea25c074c7ce7a2d0ffa0b56014db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_20dd92299942c7a8/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_20dd92299942c7a8\n-- problem_id: v2p_m6_8af40284ffbeda6f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ExitRates\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ExitRates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_20dd92299942c7a8\\n-- problem_id: v2p_m6_8af40284ffbeda6f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ExitRates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ExitRates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ExitRates\", \"support\", \"avg_response\"], \"rows\": [{\"ExitRates\": \"0.2\", \"support\": 710, \"avg_response\": 0.008450704225352112}, {\"ExitRates\": \"0.1\", \"support\": 338, \"avg_response\": 0.020710059171597635}, {\"ExitRates\": \"0.05\", \"support\": 329, \"avg_response\": 0.08206686930091185}, {\"ExitRates\": \"0.033333333\", \"support\": 291, \"avg_response\": 0.15120274914089346}, {\"ExitRates\": \"0.066666667\", \"support\": 267, \"avg_response\": 0.056179775280898875}, {\"ExitRates\": \"0.025\", \"support\": 224, \"avg_response\": 0.13839285714285715}, {\"ExitRates\": \"0.04\", \"support\": 214, \"avg_response\": 0.09813084112149532}, {\"ExitRates\": \"0.016666667\", \"support\": 181, \"avg_response\": 0.292817679558011}, {\"ExitRates\": \"0.02\", \"support\": 167, \"avg_response\": 0.20958083832335328}, {\"ExitRates\": \"0.022222222\", \"support\": 152, \"avg_response\": 0.17105263157894737}, {\"ExitRates\": \"0.028571429\", \"support\": 150, \"avg_response\": 0.13333333333333333}, {\"ExitRates\": \"0.014285714\", \"support\": 118, \"avg_response\": 0.2033898305084746}, {\"ExitRates\": \"0.0125\", \"support\": 112, \"avg_response\": 0.33035714285714285}, {\"ExitRates\": \"0.011111111\", \"support\": 103, \"avg_response\": 0.1941747572815534}, {\"ExitRates\": \"0.018181818\", \"support\": 87, \"avg_response\": 0.367816091954023}, {\"ExitRates\": \"0.013333333\", \"support\": 87, \"avg_response\": 0.27586206896551724}, {\"ExitRates\": \"0.015384615\", \"support\": 83, \"avg_response\": 0.3855421686746988}, {\"ExitRates\": \"0.008333333\", \"support\": 78, \"avg_response\": 0.2564102564102564}, {\"ExitRates\": \"0\", \"support\": 76, \"avg_response\": 0.25}, {\"ExitRates\": \"0.01\", \"support\": 70, \"avg_response\": 0.3}, {\"ExitRates\": \"0.133333333\", \"support\": 67, \"avg_response\": 0.08955223880597014}, {\"ExitRates\": \"0.15\", \"support\": 60, \"avg_response\": 0.0}, {\"ExitRates\": \"0.044444444\", \"support\": 58, \"avg_response\": 0.10344827586206896}, {\"ExitRates\": \"0.00952381\", \"support\": 54, \"avg_response\": 0.4444444444444444}, {\"ExitRates\": \"0.057142857\", \"support\": 54, \"avg_response\": 0.1111111111111111}, {\"ExitRates\": \"0.075\", \"support\": 54, \"avg_response\": 0.018518518518518517}, {\"ExitRates\": \"0.007142857\", \"support\": 51, \"avg_response\": 0.21568627450980393}, {\"ExitRates\": \"0.08\", \"support\": 46, \"avg_response\": 0.06521739130434782}, {\"ExitRates\": \"0.009090909\", \"support\": 45, \"avg_response\": 0.6444444444444445}, {\"ExitRates\": \"0.010526316\", \"support\": 45, \"avg_response\": 0.37777777777777777}, {\"ExitRates\": \"0.026666667\", \"support\": 45, \"avg_response\": 0.2}, {\"ExitRates\": \"0.006666667\", \"support\": 44, \"avg_response\": 0.5681818181818182}, {\"ExitRates\": \"0.0375\", \"support\": 44, \"avg_response\": 0.29545454545454547}, {\"ExitRates\": \"0.00625\", \"support\": 41, \"avg_response\": 0.24390243902439024}, {\"ExitRates\": \"0.06\", \"support\": 41, \"avg_response\": 0.14634146341463414}, {\"ExitRates\": \"0.03\", \"support\": 38, \"avg_response\": 0.39473684210526316}, {\"ExitRates\": \"0.011764706\", \"support\": 38, \"avg_response\": 0.34210526315789475}, {\"ExitRates\": \"0.007692308\", \"support\": 38, \"avg_response\": 0.21052631578947367}, {\"ExitRates\": \"0.042857143\", \"support\": 37, \"avg_response\": 0.40540540540540543}, {\"ExitRates\": \"0.019047619\", \"support\": 36, \"avg_response\": 0.3333333333333333}, {\"ExitRates\": \"0.005555556\", \"support\": 36, \"avg_response\": 0.25}, {\"ExitRates\": \"0.007407407\", \"support\": 34, \"avg_response\": 0.2647058823529412}, {\"ExitRates\": \"0.036363636\", \"support\": 31, \"avg_response\": 0.22580645161290322}, {\"ExitRates\": \"0.021428571\", \"support\": 30, \"avg_response\": 0.43333333333333335}, {\"ExitRates\": \"0.004761905\", \"support\": 29, \"avg_response\": 0.8275862068965517}, {\"ExitRates\": \"0.055555556\", \"support\": 29, \"avg_response\": 0.4482758620689655}, {\"ExitRates\": \"0.041666667\", \"support\": 29, \"avg_response\": 0.3103448275862069}, {\"ExitRates\": \"0.027272727\", \"support\": 28, \"avg_response\": 0.14285714285714285}, {\"ExitRates\": \"0.008695652\", \"support\": 27, \"avg_response\": 0.5185185185185185}, {\"ExitRates\": \"0.030769231\", \"support\": 26, \"avg_response\": 0.11538461538461539}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.64}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_20dd92299942c7a8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_20dd92299942c7a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d0f2ca503bca37f84ec88421ba68b5449a61cb03 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_20dd92299942c7a8/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.545149+00:00", + "ended_at": "2026-05-04T09:03:22.560696+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_20dd92299942c7a8", + "problem_id": "v2p_m6_8af40284ffbeda6f", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=ExitRates.", + "bindings": { + "key_col": "ExitRates", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=24", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 24, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_20dd92299942c7a8.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_20dd92299942c7a8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_20dd92299942c7a8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_20dd92299942c7a8/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7cee64c28809e9d04fa472e1562d572661b6fd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10717, "bytes_utf8": 10717, "lines": 315, "estimated_tokens": 2880}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 479, "bytes_utf8": 479, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22971, "cached_input_tokens": 21888, "output_tokens": 175}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..41a3a1b91e6d1b60e1691dd04f3210086749403f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_222c46cc601b1097", + "api_calls": 0, + "input_tokens": 22971, + "cached_input_tokens": 21888, + "output_tokens": 175, + "total_tokens": 23146, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2880, + "estimated_output_tokens": 120, + "estimated_total_tokens": 3000, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12307.63, + "sql_execution_elapsed_ms_total": 13.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_222c46cc601b1097\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05b166d65935c6f5c47a6ddbaa5fcff2c61193b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:35:43.867290+00:00", + "ended_at": "2026-05-04T08:35:56.175067+00:00", + "elapsed_ms": 12307.63, + "prompt_metrics": { + "chars": 10717, + "bytes_utf8": 10717, + "lines": 315, + "estimated_tokens": 2880 + }, + "stdout_metrics": { + "chars": 816, + "bytes_utf8": 816, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 479, + "bytes_utf8": 479, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22971, + "cached_input_tokens": 21888, + "output_tokens": 175 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0d9ad4ac38dd6b6952c200f2035eac522154a5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=Weekend, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Weekend", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cd07900ec9cc05895ada5e13419d18675115284 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df221-071b-7431-ac82-3b2a7e1400d2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Weekend\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"SpecialDay\\\", group_col_2=\\\"Weekend\\\", target_col=\\\"VisitorType\\\", target_value='Other'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22971,"cached_input_tokens":21888,"output_tokens":175}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e934c6f67caccae55d1bd162405a5b9f48ab9243 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Weekend\",\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Weekend\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"SpecialDay\", group_col_2=\"Weekend\", target_col=\"VisitorType\", target_value='Other'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dedac49ad8ab1c6579869e411dfcd7b6c27fc21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:44.069865Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:46.577668Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:54.969638Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ae67d0da47ea202eb4f215af6491f58c47a550b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=Weekend, target_col=VisitorType. +Result preview: [{"SpecialDay": "0", "Weekend": "FALSE", "target_rate": 0.009317883168080278}, {"SpecialDay": "0", "Weekend": "TRUE", "target_rate": 0.00258493353028065}, {"SpecialDay": "0.2", "Weekend": "FALSE", "target_rate": 0.0}, {"SpecialDay": "0.4", "Weekend": "FALSE", "target_rate": 0.0}, {"SpecialDay": "0.6", "Weekend": "FALSE", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bacb0adeabd59ca214c4da96b9be2a2860495840 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_222c46cc601b1097 +-- problem_id: v2p_m6_2b30a3c700fbabdf +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Weekend", + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "Weekend" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a07cb7c1a930cbd71bc47dbd2f6371ff76f849ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Weekend\",\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Weekend\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Weekend\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"SpecialDay\", \"Weekend\", \"target_rate\"], \"rows\": [{\"SpecialDay\": \"0\", \"Weekend\": \"FALSE\", \"target_rate\": 0.009317883168080278}, {\"SpecialDay\": \"0\", \"Weekend\": \"TRUE\", \"target_rate\": 0.00258493353028065}, {\"SpecialDay\": \"0.2\", \"Weekend\": \"FALSE\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Weekend\": \"FALSE\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Weekend\": \"FALSE\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Weekend\": \"FALSE\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Weekend\": \"TRUE\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"Weekend\": \"TRUE\", \"target_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..485834b09f543b809a9e5826d968aabf5f4abf76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:35:43.863609+00:00", + "ended_at": "2026-05-04T08:35:56.215335+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_222c46cc601b1097", + "problem_id": "v2p_m6_2b30a3c700fbabdf", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=Weekend, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Weekend", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=80" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_222c46cc601b1097.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_222c46cc601b1097", + "api_calls": 0, + "input_tokens": 22971, + "cached_input_tokens": 21888, + "output_tokens": 175, + "total_tokens": 23146, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2880, + "estimated_output_tokens": 120, + "estimated_total_tokens": 3000, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12307.63, + "sql_execution_elapsed_ms_total": 13.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_222c46cc601b1097\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57ff75f76f354ef535ebcaecd77c2ae69d674ef4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_222c46cc601b1097/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:35:56.193792+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12307.63, "started_at": "2026-05-04T08:35:43.867290+00:00", "ended_at": "2026-05-04T08:35:56.175067+00:00", "prompt_metrics": {"chars": 10717, "bytes_utf8": 10717, "lines": 315, "estimated_tokens": 2880}, "response_metrics": {"chars": 479, "bytes_utf8": 479, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22971, "cached_input_tokens": 21888, "output_tokens": 175}, "stderr_preview": "2026-05-04T08:35:44.069865Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:46.577668Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c1f8d601c34cf4234ba944c6ac58a898b44035e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_22b963b2f693ee0e\n-- problem_id: v2p_m6_494a1b30d6a30dcd\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Administrative\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Administrative\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_22b963b2f693ee0e\\n-- problem_id: v2p_m6_494a1b30d6a30dcd\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Administrative\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Administrative\", \"support\", \"avg_response\"], \"rows\": [{\"Administrative\": \"0\", \"support\": 5768, \"avg_response\": 0.15343273231622745}, {\"Administrative\": \"1\", \"support\": 1354, \"avg_response\": 0.43722304283604135}, {\"Administrative\": \"2\", \"support\": 1114, \"avg_response\": 0.5179533213644524}, {\"Administrative\": \"3\", \"support\": 915, \"avg_response\": 0.6065573770491803}, {\"Administrative\": \"4\", \"support\": 765, \"avg_response\": 0.615686274509804}, {\"Administrative\": \"5\", \"support\": 575, \"avg_response\": 0.8191304347826087}, {\"Administrative\": \"6\", \"support\": 432, \"avg_response\": 0.9606481481481481}, {\"Administrative\": \"7\", \"support\": 338, \"avg_response\": 1.1775147928994083}, {\"Administrative\": \"8\", \"support\": 287, \"avg_response\": 1.4355400696864111}, {\"Administrative\": \"9\", \"support\": 225, \"avg_response\": 1.2844444444444445}, {\"Administrative\": \"10\", \"support\": 153, \"avg_response\": 1.542483660130719}, {\"Administrative\": \"11\", \"support\": 105, \"avg_response\": 1.9523809523809523}, {\"Administrative\": \"12\", \"support\": 86, \"avg_response\": 1.7674418604651163}, {\"Administrative\": \"13\", \"support\": 56, \"avg_response\": 2.3214285714285716}, {\"Administrative\": \"14\", \"support\": 44, \"avg_response\": 2.590909090909091}, {\"Administrative\": \"15\", \"support\": 38, \"avg_response\": 2.6052631578947367}, {\"Administrative\": \"16\", \"support\": 24, \"avg_response\": 1.5}, {\"Administrative\": \"17\", \"support\": 16, \"avg_response\": 3.6875}, {\"Administrative\": \"18\", \"support\": 12, \"avg_response\": 3.0}, {\"Administrative\": \"19\", \"support\": 6, \"avg_response\": 2.1666666666666665}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.17}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..690a88c74d7e1b16b0c329d54bb8da2822230ab8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.156443+00:00", + "ended_at": "2026-05-04T09:03:22.168722+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_22b963b2f693ee0e", + "problem_id": "v2p_m6_494a1b30d6a30dcd", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=Administrative.", + "bindings": { + "key_col": "Administrative", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_22b963b2f693ee0e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1db51bbff281d7b216dc5394149d26ed799038f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10760, "bytes_utf8": 10760, "lines": 313, "estimated_tokens": 2894}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 174}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..69ec9b396dfc2b95a1aff559bb37e7dcaf2215ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_24d5d68cdeec5154", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 174, + "total_tokens": 23157, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3029, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16826.56, + "sql_execution_elapsed_ms_total": 8.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_24d5d68cdeec5154\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2ac1820aa25c0a56c1b29ba51e2a16a9beb8c420 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:56:39.913141+00:00", + "ended_at": "2026-05-04T08:56:56.738303+00:00", + "elapsed_ms": 16826.56, + "prompt_metrics": { + "chars": 10760, + "bytes_utf8": 10760, + "lines": 313, + "estimated_tokens": 2894 + }, + "stdout_metrics": { + "chars": 827, + "bytes_utf8": 827, + "lines": 4, + "estimated_tokens": 244 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13219 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 498, + "bytes_utf8": 498, + "lines": 1, + "estimated_tokens": 135 + }, + "usage": { + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 174 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..232974cc4d8c1e13f52fa8c38903825fae28e7cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,313 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Administrative, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "Administrative", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b692bb3b77ec32a7c1ceb8dc534f290624c8c27f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-3181-7510-824b-632e7e25c2da"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Administrative\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"Administrative\\\", target_col=\\\"VisitorType\\\", target_value='New_Visitor', min_support=5, and top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22983,"cached_input_tokens":21888,"output_tokens":174}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af610796d1996487cb69380d7c26850b3cacdf6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Administrative\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Administrative\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Uses the provided Tail Target-Rate Extremes template with group_col=\"Administrative\", target_col=\"VisitorType\", target_value='New_Visitor', min_support=5, and top_k=11."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2e24684daf0b61c15948c1a20858ac8ee0345ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:40.162151Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:56:42.634548Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:53.931253Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f7047ee42c90114d51d9bfe5be24b38dad2e3d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Administrative, target_col=VisitorType. +Result preview: [{"Administrative": "4", "support": 765, "focus_rate": 0.23921568627450981}, {"Administrative": "3", "support": 915, "focus_rate": 0.23387978142076501}, {"Administrative": "2", "support": 1114, "focus_rate": 0.19748653500897667}, {"Administrative": "6", "support": 432, "focus_rate": 0.18518518518518517}, {"Administrative": "1", "support": 1354, "focus_rate": 0.18168389955686853}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..953607e35e6bb073321616ea558b79881016c3bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_24d5d68cdeec5154 +-- problem_id: v2p_m6_d8cc0b1e0c4de1f2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Administrative", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Administrative" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd8118798483a86eb5c3c265cdb4429e4b7ebc57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Administrative\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Administrative\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Administrative\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"Administrative\", \"support\", \"focus_rate\"], \"rows\": [{\"Administrative\": \"4\", \"support\": 765, \"focus_rate\": 0.23921568627450981}, {\"Administrative\": \"3\", \"support\": 915, \"focus_rate\": 0.23387978142076501}, {\"Administrative\": \"2\", \"support\": 1114, \"focus_rate\": 0.19748653500897667}, {\"Administrative\": \"6\", \"support\": 432, \"focus_rate\": 0.18518518518518517}, {\"Administrative\": \"1\", \"support\": 1354, \"focus_rate\": 0.18168389955686853}, {\"Administrative\": \"5\", \"support\": 575, \"focus_rate\": 0.17565217391304347}, {\"Administrative\": \"7\", \"support\": 338, \"focus_rate\": 0.15384615384615385}, {\"Administrative\": \"8\", \"support\": 287, \"focus_rate\": 0.13240418118466898}, {\"Administrative\": \"11\", \"support\": 105, \"focus_rate\": 0.10476190476190476}, {\"Administrative\": \"9\", \"support\": 225, \"focus_rate\": 0.10222222222222223}, {\"Administrative\": \"10\", \"support\": 153, \"focus_rate\": 0.0915032679738562}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.49}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1084c65cd7cda975920bdb0d67d46dbb9416bc9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:56:39.909760+00:00", + "ended_at": "2026-05-04T08:56:56.775417+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_24d5d68cdeec5154", + "problem_id": "v2p_m6_d8cc0b1e0c4de1f2", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Administrative, target_col=VisitorType.", + "bindings": { + "group_col": "Administrative", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_24d5d68cdeec5154.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_24d5d68cdeec5154", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 174, + "total_tokens": 23157, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3029, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16826.56, + "sql_execution_elapsed_ms_total": 8.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_24d5d68cdeec5154\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08ee953c7d3c6f1255006f7acf06f0fc62a8bdbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:56.758661+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16826.56, "started_at": "2026-05-04T08:56:39.913141+00:00", "ended_at": "2026-05-04T08:56:56.738303+00:00", "prompt_metrics": {"chars": 10760, "bytes_utf8": 10760, "lines": 313, "estimated_tokens": 2894}, "response_metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 174}, "stderr_preview": "2026-05-04T08:56:40.162151Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:56:42.634548Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"Administrative\\\", target_col=\\\"VisitorType\\\", target_value='New_Visitor', min_support=5, and top_k=11.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d63779d3c2788d2b460d0752ced2ee7102488e21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_24d5d68cdeec5154/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_24d5d68cdeec5154", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 174, + "total_tokens": 23157, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3029, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16826.56, + "sql_execution_elapsed_ms_total": 8.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_24d5d68cdeec5154\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e077f3eb650b332077c2b0e7442f185b4ce3f363 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10819, "bytes_utf8": 10819, "lines": 314, "estimated_tokens": 2897}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 638, "bytes_utf8": 638, "lines": 1, "estimated_tokens": 161}, "usage": {"input_tokens": 22988, "cached_input_tokens": 21888, "output_tokens": 228}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9c7bc65be1c1848c24bc1e7525ef4aa07a8ffb5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2600600bfd9e5cad", + "api_calls": 0, + "input_tokens": 22988, + "cached_input_tokens": 21888, + "output_tokens": 228, + "total_tokens": 23216, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2897, + "estimated_output_tokens": 161, + "estimated_total_tokens": 3058, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13032.38, + "sql_execution_elapsed_ms_total": 63.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_2600600bfd9e5cad\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9d8ad6207200404b5fd571332a81ecd8f8e44c51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:42:08.642613+00:00", + "ended_at": "2026-05-04T08:42:21.675067+00:00", + "elapsed_ms": 13032.38, + "prompt_metrics": { + "chars": 10819, + "bytes_utf8": 10819, + "lines": 314, + "estimated_tokens": 2897 + }, + "stdout_metrics": { + "chars": 992, + "bytes_utf8": 992, + "lines": 4, + "estimated_tokens": 285 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13212 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 638, + "bytes_utf8": 638, + "lines": 1, + "estimated_tokens": 161 + }, + "usage": { + "input_tokens": 22988, + "cached_input_tokens": 21888, + "output_tokens": 228 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c8d708112ea2af1b2ccfb8cc002e184d6de2d34 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Browser, measure_col=SpecialDay.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Browser", + "measure_col": "SpecialDay", + "item_col": "ProductRelated_Duration", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60f8967a080768c8fefb09b9fd6a3f4e7ae57459 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-e5fe-70b2-ab6c-fdc6332d84e5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Browser\\\", \\\"ProductRelated_Duration\\\",\\n SUM(CAST(\\\"SpecialDay\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"SpecialDay\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"SpecialDay\\\" AS REAL))) OVER (PARTITION BY \\\"Browser\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\", \\\"ProductRelated_Duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"Browser\\\", item_col=\\\"ProductRelated_Duration\\\", and measure_col=\\\"SpecialDay\\\". Cast \\\"SpecialDay\\\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22988,"cached_input_tokens":21888,"output_tokens":228}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77c9fcdc82173137b1f1a6b7a2715526bb507c81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Browser\", \"ProductRelated_Duration\",\n SUM(CAST(\"SpecialDay\" AS REAL)) AS total_measure,\n SUM(CAST(\"SpecialDay\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"SpecialDay\" AS REAL))) OVER (PARTITION BY \"Browser\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Browser\", \"ProductRelated_Duration\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"Browser\", item_col=\"ProductRelated_Duration\", and measure_col=\"SpecialDay\". Cast \"SpecialDay\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfdf33ddbff7dec157f8183e02570ee9b8975a69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:42:08.830725Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:42:11.233404Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:42:20.521876Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..746a9f1a64e53c446c4001dd224ee5c1615645e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Browser, measure_col=SpecialDay. +Result preview: [{"Browser": "12", "ProductRelated_Duration": "17", "total_measure": 0.4, "share_within_group": 100.0}, {"Browser": "7", "ProductRelated_Duration": "252", "total_measure": 0.8, "share_within_group": 40.0}, {"Browser": "7", "ProductRelated_Duration": "473.5", "total_measure": 0.6, "share_within_group": 30.0}, {"Browser": "7", "ProductRelated_Duration": "4086.144897", "total_measure": 0.4, "share_within_group": 20.0}, {"Browser": "8", "ProductRelated_Duration": "193.6666667", "total_measure": 1.0, "share_within_group": 12.820512820512821}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..27169b541e718cf9d93bdc45f77cbfe960030989 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_2600600bfd9e5cad +-- problem_id: v2p_m6_59171a0785e0da4f +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", "ProductRelated_Duration", + SUM(CAST("SpecialDay" AS REAL)) AS total_measure, + SUM(CAST("SpecialDay" AS REAL)) * 100.0 / SUM(SUM(CAST("SpecialDay" AS REAL))) OVER (PARTITION BY "Browser") AS share_within_group +FROM "m6" +GROUP BY "Browser", "ProductRelated_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..577aa15c6962c4bbe2254685762934335c28be57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Browser\", \"ProductRelated_Duration\",\n SUM(CAST(\"SpecialDay\" AS REAL)) AS total_measure,\n SUM(CAST(\"SpecialDay\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"SpecialDay\" AS REAL))) OVER (PARTITION BY \"Browser\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Browser\", \"ProductRelated_Duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Browser\\\", \\\"ProductRelated_Duration\\\",\\n SUM(CAST(\\\"SpecialDay\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"SpecialDay\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"SpecialDay\\\" AS REAL))) OVER (PARTITION BY \\\"Browser\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\", \\\"ProductRelated_Duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Browser\", \"ProductRelated_Duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Browser\": \"12\", \"ProductRelated_Duration\": \"17\", \"total_measure\": 0.4, \"share_within_group\": 100.0}, {\"Browser\": \"7\", \"ProductRelated_Duration\": \"252\", \"total_measure\": 0.8, \"share_within_group\": 40.0}, {\"Browser\": \"7\", \"ProductRelated_Duration\": \"473.5\", \"total_measure\": 0.6, \"share_within_group\": 30.0}, {\"Browser\": \"7\", \"ProductRelated_Duration\": \"4086.144897\", \"total_measure\": 0.4, \"share_within_group\": 20.0}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"193.6666667\", \"total_measure\": 1.0, \"share_within_group\": 12.820512820512821}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"284\", \"total_measure\": 1.0, \"share_within_group\": 12.820512820512821}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"480.8571429\", \"total_measure\": 1.0, \"share_within_group\": 12.820512820512821}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"490.0833333\", \"total_measure\": 1.0, \"share_within_group\": 12.820512820512821}, {\"Browser\": \"1\", \"ProductRelated_Duration\": \"0\", \"total_measure\": 13.4, \"share_within_group\": 10.485133020344287}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"140\", \"total_measure\": 0.8, \"share_within_group\": 10.256410256410257}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"1445.6\", \"total_measure\": 1.0, \"share_within_group\": 10.204081632653061}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"547.5\", \"total_measure\": 1.0, \"share_within_group\": 10.204081632653061}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"674.5\", \"total_measure\": 1.0, \"share_within_group\": 10.204081632653061}, {\"Browser\": \"7\", \"ProductRelated_Duration\": \"911.5\", \"total_measure\": 0.2, \"share_within_group\": 10.0}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"1651.928571\", \"total_measure\": 1.0, \"share_within_group\": 8.196721311475411}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"1690.790351\", \"total_measure\": 1.0, \"share_within_group\": 8.196721311475411}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"114\", \"total_measure\": 0.8, \"share_within_group\": 8.16326530612245}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"1345.755952\", \"total_measure\": 0.8, \"share_within_group\": 8.16326530612245}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"1541.327451\", \"total_measure\": 0.8, \"share_within_group\": 8.16326530612245}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"1615\", \"total_measure\": 0.8, \"share_within_group\": 8.16326530612245}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"564.5\", \"total_measure\": 0.8, \"share_within_group\": 8.16326530612245}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"2071\", \"total_measure\": 0.6, \"share_within_group\": 7.6923076923076925}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"2635.61627\", \"total_measure\": 0.6, \"share_within_group\": 7.6923076923076925}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"55\", \"total_measure\": 0.6, \"share_within_group\": 7.6923076923076925}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"1320.5\", \"total_measure\": 0.8, \"share_within_group\": 6.557377049180328}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"197.3333333\", \"total_measure\": 0.8, \"share_within_group\": 6.557377049180328}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"547.5\", \"total_measure\": 0.8, \"share_within_group\": 6.557377049180328}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"587.6911765\", \"total_measure\": 0.8, \"share_within_group\": 6.557377049180328}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"765.4454545\", \"total_measure\": 0.8, \"share_within_group\": 6.557377049180328}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"990.9191176\", \"total_measure\": 0.8, \"share_within_group\": 6.557377049180328}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"264\", \"total_measure\": 0.6, \"share_within_group\": 6.122448979591836}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"683.0524892\", \"total_measure\": 0.6, \"share_within_group\": 6.122448979591836}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"724.1333333\", \"total_measure\": 0.6, \"share_within_group\": 6.122448979591836}, {\"Browser\": \"2\", \"ProductRelated_Duration\": \"0\", \"total_measure\": 30.6, \"share_within_group\": 6.030744974379187}, {\"Browser\": \"6\", \"ProductRelated_Duration\": \"107\", \"total_measure\": 1.0, \"share_within_group\": 5.882352941176471}, {\"Browser\": \"6\", \"ProductRelated_Duration\": \"1417.666667\", \"total_measure\": 1.0, \"share_within_group\": 5.882352941176471}, {\"Browser\": \"6\", \"ProductRelated_Duration\": \"143\", \"total_measure\": 1.0, \"share_within_group\": 5.882352941176471}, {\"Browser\": \"6\", \"ProductRelated_Duration\": \"1945.321429\", \"total_measure\": 1.0, \"share_within_group\": 5.882352941176471}, {\"Browser\": \"4\", \"ProductRelated_Duration\": \"0\", \"total_measure\": 2.4, \"share_within_group\": 5.6872037914691935}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"0\", \"total_measure\": 0.4, \"share_within_group\": 5.128205128205129}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"2529.166667\", \"total_measure\": 0.4, \"share_within_group\": 5.128205128205129}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"103\", \"total_measure\": 0.6, \"share_within_group\": 4.918032786885246}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"1189.458333\", \"total_measure\": 0.6, \"share_within_group\": 4.918032786885246}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"1248.133333\", \"total_measure\": 0.6, \"share_within_group\": 4.918032786885246}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"153\", \"total_measure\": 0.6, \"share_within_group\": 4.918032786885246}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"2081.5\", \"total_measure\": 0.6, \"share_within_group\": 4.918032786885246}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"3\", \"total_measure\": 0.6, \"share_within_group\": 4.918032786885246}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"783.25\", \"total_measure\": 0.6, \"share_within_group\": 4.918032786885246}, {\"Browser\": \"6\", \"ProductRelated_Duration\": \"1425.183333\", \"total_measure\": 0.8, \"share_within_group\": 4.705882352941177}, {\"Browser\": \"6\", \"ProductRelated_Duration\": \"1476.5\", \"total_measure\": 0.8, \"share_within_group\": 4.705882352941177}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 63.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a872ca588bbdc7483bb9dd57777d95c05e08deaf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:42:08.638537+00:00", + "ended_at": "2026-05-04T08:42:21.765370+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_2600600bfd9e5cad", + "problem_id": "v2p_m6_59171a0785e0da4f", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Browser, measure_col=SpecialDay.", + "bindings": { + "group_col": "Browser", + "measure_col": "SpecialDay", + "item_col": "ProductRelated_Duration", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=93" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_2600600bfd9e5cad.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2600600bfd9e5cad", + "api_calls": 0, + "input_tokens": 22988, + "cached_input_tokens": 21888, + "output_tokens": 228, + "total_tokens": 23216, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2897, + "estimated_output_tokens": 161, + "estimated_total_tokens": 3058, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13032.38, + "sql_execution_elapsed_ms_total": 63.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_2600600bfd9e5cad\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..215a2babdda3a20cfeb02963e91390c6359bbb15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2600600bfd9e5cad/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:42:21.692205+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13032.38, "started_at": "2026-05-04T08:42:08.642613+00:00", "ended_at": "2026-05-04T08:42:21.675067+00:00", "prompt_metrics": {"chars": 10819, "bytes_utf8": 10819, "lines": 314, "estimated_tokens": 2897}, "response_metrics": {"chars": 638, "bytes_utf8": 638, "lines": 1, "estimated_tokens": 161}, "usage": {"input_tokens": 22988, "cached_input_tokens": 21888, "output_tokens": 228}, "stderr_preview": "2026-05-04T08:42:08.830725Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:42:11.233404Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Region.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Region", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e84a14af74b0afaf514f73e9877c8775fd587140 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-f912-7493-82a5-bc84d34243a7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Region\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the planned template exactly with group_col bound to \\\"Region\\\" on the single table \\\"m6\\\". Identifier quoting uses SQLite-compatible double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22842,"cached_input_tokens":22400,"output_tokens":91}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81c72ce057001445000b1884bf0532ecf60d8fe8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Region\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY row_count DESC;","notes":"Applied the planned template exactly with group_col bound to \"Region\" on the single table \"m6\". Identifier quoting uses SQLite-compatible double quotes."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d598019b3e9456a766f435ddc79fa78c42a3a1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:27.630876Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:30.089457Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:37.969339Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ead5f8fe9c6860c552f2eb3d558c72c2beae2232 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Region. +Result preview: [{"Region": "1", "row_count": 4780}, {"Region": "3", "row_count": 2403}, {"Region": "4", "row_count": 1182}, {"Region": "2", "row_count": 1136}, {"Region": "6", "row_count": 805}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e54ac7c1a59d77bbac522fdc4c9e66c4f5ea9a1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_2806bc7fa42c597c +-- problem_id: v2p_m6_b6e4e64df54eb764 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Region" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..031f09a174b244e341dd23edc18772d37d12a61c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"Region\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Region\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Region\", \"row_count\"], \"rows\": [{\"Region\": \"1\", \"row_count\": 4780}, {\"Region\": \"3\", \"row_count\": 2403}, {\"Region\": \"4\", \"row_count\": 1182}, {\"Region\": \"2\", \"row_count\": 1136}, {\"Region\": \"6\", \"row_count\": 805}, {\"Region\": \"7\", \"row_count\": 761}, {\"Region\": \"9\", \"row_count\": 511}, {\"Region\": \"8\", \"row_count\": 434}, {\"Region\": \"5\", \"row_count\": 318}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..63937d467e2f92bede11c2848ed1deb767181693 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:09:27.430055+00:00", + "ended_at": "2026-05-04T08:09:38.992554+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_2806bc7fa42c597c", + "problem_id": "v2p_m6_b6e4e64df54eb764", + "dataset_id": "m6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Region.", + "bindings": { + "group_col": "Region", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_2806bc7fa42c597c.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2806bc7fa42c597c", + "api_calls": 0, + "input_tokens": 22842, + "cached_input_tokens": 22400, + "output_tokens": 91, + "total_tokens": 22933, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2751, + "estimated_output_tokens": 75, + "estimated_total_tokens": 2826, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11525.28, + "sql_execution_elapsed_ms_total": 7.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_2806bc7fa42c597c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68ca9a58fd70c3bcec677d6aaa4d88a0b7843485 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2806bc7fa42c597c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:38.976530+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11525.28, "started_at": "2026-05-04T08:09:27.433279+00:00", "ended_at": "2026-05-04T08:09:38.958825+00:00", "prompt_metrics": {"chars": 10308, "bytes_utf8": 10308, "lines": 310, "estimated_tokens": 2751}, "response_metrics": {"chars": 321, "bytes_utf8": 321, "lines": 1, "estimated_tokens": 75}, "usage": {"input_tokens": 22842, "cached_input_tokens": 22400, "output_tokens": 91}, "stderr_preview": "2026-05-04T08:09:27.630876Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:30.089457Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_288bed2539e30e8d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_288bed2539e30e8d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34504c7f00a26e136fcd0f0df8e2b9216b9de1e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_288bed2539e30e8d/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_288bed2539e30e8d\n-- problem_id: v2p_m6_9584ab561168408e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ExitRates\",\n COUNT(*) AS support,\n AVG(\"Informational_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ExitRates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_288bed2539e30e8d\\n-- problem_id: v2p_m6_9584ab561168408e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ExitRates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ExitRates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ExitRates\", \"support\", \"avg_response\"], \"rows\": [{\"ExitRates\": \"0.2\", \"support\": 710, \"avg_response\": 0.0}, {\"ExitRates\": \"0.1\", \"support\": 338, \"avg_response\": 4.227810650887574}, {\"ExitRates\": \"0.05\", \"support\": 329, \"avg_response\": 8.284042553191489}, {\"ExitRates\": \"0.033333333\", \"support\": 291, \"avg_response\": 4.027663230343643}, {\"ExitRates\": \"0.066666667\", \"support\": 267, \"avg_response\": 6.370786516853933}, {\"ExitRates\": \"0.025\", \"support\": 224, \"avg_response\": 3.1747767857142857}, {\"ExitRates\": \"0.04\", \"support\": 214, \"avg_response\": 0.6609813084112149}, {\"ExitRates\": \"0.016666667\", \"support\": 181, \"avg_response\": 18.060957642707184}, {\"ExitRates\": \"0.02\", \"support\": 167, \"avg_response\": 11.813073852095808}, {\"ExitRates\": \"0.022222222\", \"support\": 152, \"avg_response\": 2.7585526315789473}, {\"ExitRates\": \"0.028571429\", \"support\": 150, \"avg_response\": 5.087111111133334}, {\"ExitRates\": \"0.014285714\", \"support\": 118, \"avg_response\": 31.632485875677965}, {\"ExitRates\": \"0.0125\", \"support\": 112, \"avg_response\": 12.974553571428572}, {\"ExitRates\": \"0.011111111\", \"support\": 103, \"avg_response\": 9.47378640776699}, {\"ExitRates\": \"0.018181818\", \"support\": 87, \"avg_response\": 16.43180076666667}, {\"ExitRates\": \"0.013333333\", \"support\": 87, \"avg_response\": 7.155459770114942}, {\"ExitRates\": \"0.015384615\", \"support\": 83, \"avg_response\": 26.677108433734936}, {\"ExitRates\": \"0.008333333\", \"support\": 78, \"avg_response\": 21.00149572692308}, {\"ExitRates\": \"0\", \"support\": 76, \"avg_response\": 24.946052631578947}, {\"ExitRates\": \"0.01\", \"support\": 70, \"avg_response\": 23.806666667142856}, {\"ExitRates\": \"0.133333333\", \"support\": 67, \"avg_response\": 0.8507462686567164}, {\"ExitRates\": \"0.15\", \"support\": 60, \"avg_response\": 0.0}, {\"ExitRates\": \"0.044444444\", \"support\": 58, \"avg_response\": 5.589655172413793}, {\"ExitRates\": \"0.00952381\", \"support\": 54, \"avg_response\": 13.501080247037036}, {\"ExitRates\": \"0.057142857\", \"support\": 54, \"avg_response\": 2.5555555555555554}, {\"ExitRates\": \"0.075\", \"support\": 54, \"avg_response\": 0.0}, {\"ExitRates\": \"0.007142857\", \"support\": 51, \"avg_response\": 9.087581699411764}, {\"ExitRates\": \"0.08\", \"support\": 46, \"avg_response\": 0.6739130434782609}, {\"ExitRates\": \"0.009090909\", \"support\": 45, \"avg_response\": 26.328888888888887}, {\"ExitRates\": \"0.010526316\", \"support\": 45, \"avg_response\": 17.246666666666666}, {\"ExitRates\": \"0.026666667\", \"support\": 45, \"avg_response\": 5.264444444444445}, {\"ExitRates\": \"0.006666667\", \"support\": 44, \"avg_response\": 34.300000000000004}, {\"ExitRates\": \"0.0375\", \"support\": 44, \"avg_response\": 9.477272727272727}, {\"ExitRates\": \"0.00625\", \"support\": 41, \"avg_response\": 11.117073170731707}, {\"ExitRates\": \"0.06\", \"support\": 41, \"avg_response\": 9.365853658536585}, {\"ExitRates\": \"0.011764706\", \"support\": 38, \"avg_response\": 42.61842105263158}, {\"ExitRates\": \"0.03\", \"support\": 38, \"avg_response\": 14.25}, {\"ExitRates\": \"0.007692308\", \"support\": 38, \"avg_response\": 9.021052631578948}, {\"ExitRates\": \"0.042857143\", \"support\": 37, \"avg_response\": 20.844594594594593}, {\"ExitRates\": \"0.005555556\", \"support\": 36, \"avg_response\": 37.468981480555556}, {\"ExitRates\": \"0.019047619\", \"support\": 36, \"avg_response\": 14.605555555555554}, {\"ExitRates\": \"0.007407407\", \"support\": 34, \"avg_response\": 15.091176470588236}, {\"ExitRates\": \"0.036363636\", \"support\": 31, \"avg_response\": 12.029032258064515}, {\"ExitRates\": \"0.021428571\", \"support\": 30, \"avg_response\": 23.668333333333333}, {\"ExitRates\": \"0.004761905\", \"support\": 29, \"avg_response\": 28.390804596551725}, {\"ExitRates\": \"0.055555556\", \"support\": 29, \"avg_response\": 12.951724137931036}, {\"ExitRates\": \"0.041666667\", \"support\": 29, \"avg_response\": 5.972413793103448}, {\"ExitRates\": \"0.027272727\", \"support\": 28, \"avg_response\": 22.303571428571427}, {\"ExitRates\": \"0.008695652\", \"support\": 27, \"avg_response\": 32.9537037037037}, {\"ExitRates\": \"0.030769231\", \"support\": 26, \"avg_response\": 1.9615384615384615}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_288bed2539e30e8d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_288bed2539e30e8d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c85c60334605d1cd9bb99710d60407848f2fb9ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_288bed2539e30e8d/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.563730+00:00", + "ended_at": "2026-05-04T09:03:22.578252+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_288bed2539e30e8d", + "problem_id": "v2p_m6_9584ab561168408e", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational_Duration, key_col=ExitRates.", + "bindings": { + "key_col": "ExitRates", + "measure_col": "Informational_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=25", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 25, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_288bed2539e30e8d.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_288bed2539e30e8d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_288bed2539e30e8d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_288bed2539e30e8d/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2938a8ebae42c790/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2938a8ebae42c790/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dc27db3ee904fbd6b65963bb1147c185d90ff3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2938a8ebae42c790/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"BounceRates": "0", "support": 5518, "avg_response": 0.30173976078289233}, {"BounceRates": "0.2", "support": 700, "avg_response": 0.008571428571428572}, {"BounceRates": "0.066666667", "support": 134, "avg_response": 0.09701492537313433}, {"BounceRates": "0.028571429", "support": 115, "avg_response": 0.1565217391304348}, {"BounceRates": "0.05", "support": 113, "avg_response": 0.10619469026548672}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2938a8ebae42c790/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2938a8ebae42c790/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3300aa2bb6ac06336b0e9b65a9a08e873994c81c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2938a8ebae42c790/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_2938a8ebae42c790 +-- problem_id: v2p_m6_cf883d0685f0b153 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "BounceRates", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "BounceRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2938a8ebae42c790/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2938a8ebae42c790/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6583855e811b3622d9b94c700720c394d4254027 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2938a8ebae42c790/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_2938a8ebae42c790\n-- problem_id: v2p_m6_cf883d0685f0b153\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"BounceRates\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"BounceRates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_2938a8ebae42c790\\n-- problem_id: v2p_m6_cf883d0685f0b153\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"BounceRates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"BounceRates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"BounceRates\", \"support\", \"avg_response\"], \"rows\": [{\"BounceRates\": \"0\", \"support\": 5518, \"avg_response\": 0.30173976078289233}, {\"BounceRates\": \"0.2\", \"support\": 700, \"avg_response\": 0.008571428571428572}, {\"BounceRates\": \"0.066666667\", \"support\": 134, \"avg_response\": 0.09701492537313433}, {\"BounceRates\": \"0.028571429\", \"support\": 115, \"avg_response\": 0.1565217391304348}, {\"BounceRates\": \"0.05\", \"support\": 113, \"avg_response\": 0.10619469026548672}, {\"BounceRates\": \"0.033333333\", \"support\": 101, \"avg_response\": 0.19801980198019803}, {\"BounceRates\": \"0.025\", \"support\": 100, \"avg_response\": 0.19}, {\"BounceRates\": \"0.016666667\", \"support\": 99, \"avg_response\": 0.3333333333333333}, {\"BounceRates\": \"0.1\", \"support\": 98, \"avg_response\": 0.02040816326530612}, {\"BounceRates\": \"0.04\", \"support\": 96, \"avg_response\": 0.09375}, {\"BounceRates\": \"0.02\", \"support\": 91, \"avg_response\": 0.37362637362637363}, {\"BounceRates\": \"0.022222222\", \"support\": 88, \"avg_response\": 0.17045454545454544}, {\"BounceRates\": \"0.0125\", \"support\": 85, \"avg_response\": 0.2823529411764706}, {\"BounceRates\": \"0.018181818\", \"support\": 81, \"avg_response\": 0.2345679012345679}, {\"BounceRates\": \"0.015384615\", \"support\": 76, \"avg_response\": 0.3815789473684211}, {\"BounceRates\": \"0.014285714\", \"support\": 73, \"avg_response\": 0.4383561643835616}, {\"BounceRates\": \"0.008333333\", \"support\": 72, \"avg_response\": 0.5416666666666666}, {\"BounceRates\": \"0.011111111\", \"support\": 62, \"avg_response\": 0.3548387096774194}, {\"BounceRates\": \"0.01\", \"support\": 61, \"avg_response\": 0.3442622950819672}, {\"BounceRates\": \"0.013333333\", \"support\": 54, \"avg_response\": 0.5555555555555556}, {\"BounceRates\": \"0.007692308\", \"support\": 53, \"avg_response\": 0.49056603773584906}, {\"BounceRates\": \"0.006666667\", \"support\": 51, \"avg_response\": 0.5098039215686274}, {\"BounceRates\": \"0.00952381\", \"support\": 51, \"avg_response\": 0.4117647058823529}, {\"BounceRates\": \"0.009090909\", \"support\": 47, \"avg_response\": 0.44680851063829785}, {\"BounceRates\": \"0.010526316\", \"support\": 45, \"avg_response\": 0.4888888888888889}, {\"BounceRates\": \"0.011764706\", \"support\": 44, \"avg_response\": 0.5227272727272727}, {\"BounceRates\": \"0.005555556\", \"support\": 42, \"avg_response\": 0.14285714285714285}, {\"BounceRates\": \"0.007407407\", \"support\": 39, \"avg_response\": 0.38461538461538464}, {\"BounceRates\": \"0.007142857\", \"support\": 35, \"avg_response\": 1.1142857142857143}, {\"BounceRates\": \"0.004545455\", \"support\": 34, \"avg_response\": 1.088235294117647}, {\"BounceRates\": \"0.00625\", \"support\": 32, \"avg_response\": 0.3125}, {\"BounceRates\": \"0.005\", \"support\": 31, \"avg_response\": 0.8064516129032258}, {\"BounceRates\": \"0.005128205\", \"support\": 30, \"avg_response\": 0.8333333333333334}, {\"BounceRates\": \"0.036363636\", \"support\": 30, \"avg_response\": 0.23333333333333334}, {\"BounceRates\": \"0.004761905\", \"support\": 29, \"avg_response\": 1.0344827586206897}, {\"BounceRates\": \"0.005405405\", \"support\": 29, \"avg_response\": 0.5862068965517241}, {\"BounceRates\": \"0.008695652\", \"support\": 29, \"avg_response\": 0.4827586206896552}, {\"BounceRates\": \"0.004347826\", \"support\": 29, \"avg_response\": 0.3103448275862069}, {\"BounceRates\": \"0.006451613\", \"support\": 28, \"avg_response\": 1.0}, {\"BounceRates\": \"0.044444444\", \"support\": 28, \"avg_response\": 0.25}, {\"BounceRates\": \"0.004166667\", \"support\": 27, \"avg_response\": 0.7407407407407407}, {\"BounceRates\": \"0.005263158\", \"support\": 27, \"avg_response\": 0.3333333333333333}, {\"BounceRates\": \"0.005882353\", \"support\": 26, \"avg_response\": 1.1538461538461537}, {\"BounceRates\": \"0.005714286\", \"support\": 26, \"avg_response\": 0.9615384615384616}, {\"BounceRates\": \"0.008\", \"support\": 26, \"avg_response\": 0.9615384615384616}, {\"BounceRates\": \"0.006060606\", \"support\": 26, \"avg_response\": 0.46153846153846156}, {\"BounceRates\": \"0.026666667\", \"support\": 26, \"avg_response\": 0.15384615384615385}, {\"BounceRates\": \"0.014814815\", \"support\": 25, \"avg_response\": 0.24}, {\"BounceRates\": \"0.057142857\", \"support\": 24, \"avg_response\": 0.375}, {\"BounceRates\": \"0.08\", \"support\": 24, \"avg_response\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 12.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2938a8ebae42c790/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2938a8ebae42c790/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..428a387e55ddd5da6bee425297960e8e75e633c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2938a8ebae42c790/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.473452+00:00", + "ended_at": "2026-05-04T09:03:22.489453+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_2938a8ebae42c790", + "problem_id": "v2p_m6_cf883d0685f0b153", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=BounceRates.", + "bindings": { + "key_col": "BounceRates", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=20", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 20, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_2938a8ebae42c790.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2938a8ebae42c790/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2938a8ebae42c790/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2938a8ebae42c790/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef4492d9168e66d637b72568ddc7375fb5a28bff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10588, "bytes_utf8": 10588, "lines": 314, "estimated_tokens": 2824}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22913, "cached_input_tokens": 19840, "output_tokens": 109}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2df5968badd78e1ba37255d7982f1b86820ed116 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_29b92ffc1678d823", + "api_calls": 0, + "input_tokens": 22913, + "cached_input_tokens": 19840, + "output_tokens": 109, + "total_tokens": 23022, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2824, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2929, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10660.92, + "sql_execution_elapsed_ms_total": 4.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_29b92ffc1678d823\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4bdd0cef0d51ac58fe161999a00a89b2e4c48637 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:25.775650+00:00", + "ended_at": "2026-05-04T08:10:36.436878+00:00", + "elapsed_ms": 10660.92, + "prompt_metrics": { + "chars": 10588, + "bytes_utf8": 10588, + "lines": 314, + "estimated_tokens": 2824 + }, + "stdout_metrics": { + "chars": 754, + "bytes_utf8": 754, + "lines": 4, + "estimated_tokens": 209 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13254 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 428, + "bytes_utf8": 428, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22913, + "cached_input_tokens": 19840, + "output_tokens": 109 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4806322bb40f80b45195a28e33d118b0ec70000b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=SpecialDay.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "SpecialDay", + "predicate_col": "Revenue", + "predicate_op": "=", + "predicate_value": "TRUE", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b4d22a3d380b141d9731f15ddbdb6564a829072 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-dcf8-7663-a627-68b7e2d5c754"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"SpecialDay\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE \\\"Revenue\\\" = 'TRUE'\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"SpecialDay\\\" and predicate_col bound to \\\"Revenue\\\" = 'TRUE'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22913,"cached_input_tokens":19840,"output_tokens":109}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3a91f43ccea8fce0a539e34e75f12d1dd1fccbf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"SpecialDay\", COUNT(*) AS support\nFROM \"m6\"\nWHERE \"Revenue\" = 'TRUE'\nGROUP BY \"SpecialDay\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"SpecialDay\" and predicate_col bound to \"Revenue\" = 'TRUE'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c550bdc003096469ba1d02d079d8ab1ccbc77584 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:25.994543Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:28.483423Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:35.663269Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..70ecc776db6f4d2e3c610bc1bcfb02e5ffa86352 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=SpecialDay. +Result preview: [{"SpecialDay": "0", "support": 1831}, {"SpecialDay": "0.6", "support": 29}, {"SpecialDay": "0.2", "support": 14}, {"SpecialDay": "0.4", "support": 13}, {"SpecialDay": "0.8", "support": 11}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4bac9643f7d8413599934f6ce929160975f3f3b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_29b92ffc1678d823 +-- problem_id: v2p_m6_8343b4b9f74ba05c +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", COUNT(*) AS support +FROM "m6" +WHERE "Revenue" = 'TRUE' +GROUP BY "SpecialDay" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1389c4137ccddec6e4e5cfa64a0dac6e973e892 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"SpecialDay\", COUNT(*) AS support\nFROM \"m6\"\nWHERE \"Revenue\" = 'TRUE'\nGROUP BY \"SpecialDay\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"SpecialDay\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE \\\"Revenue\\\" = 'TRUE'\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"SpecialDay\", \"support\"], \"rows\": [{\"SpecialDay\": \"0\", \"support\": 1831}, {\"SpecialDay\": \"0.6\", \"support\": 29}, {\"SpecialDay\": \"0.2\", \"support\": 14}, {\"SpecialDay\": \"0.4\", \"support\": 13}, {\"SpecialDay\": \"0.8\", \"support\": 11}, {\"SpecialDay\": \"1\", \"support\": 10}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e197bc9878dc9980755bea203bd4eb74ab8eb45f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:10:25.772742+00:00", + "ended_at": "2026-05-04T08:10:36.474409+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_29b92ffc1678d823", + "problem_id": "v2p_m6_8343b4b9f74ba05c", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=SpecialDay.", + "bindings": { + "group_col": "SpecialDay", + "predicate_col": "Revenue", + "predicate_op": "=", + "predicate_value": "TRUE", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_29b92ffc1678d823.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_29b92ffc1678d823", + "api_calls": 0, + "input_tokens": 22913, + "cached_input_tokens": 19840, + "output_tokens": 109, + "total_tokens": 23022, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2824, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2929, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10660.92, + "sql_execution_elapsed_ms_total": 4.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_29b92ffc1678d823\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e32465aa1ab14ffc784511aa734d710a173236d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_29b92ffc1678d823/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:36.462682+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10660.92, "started_at": "2026-05-04T08:10:25.775650+00:00", "ended_at": "2026-05-04T08:10:36.436878+00:00", "prompt_metrics": {"chars": 10588, "bytes_utf8": 10588, "lines": 314, "estimated_tokens": 2824}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22913, "cached_input_tokens": 19840, "output_tokens": 109}, "stderr_preview": "2026-05-04T08:10:25.994543Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:28.483423Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Administrative, measure_col=Region.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Administrative", + "measure_col": "Region", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cafe9cbfbb6a3fa78e14fbb694fdbc9be7d3b372 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-1ccd-7de3-aaaf-584716d187ee"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ORDER BY CAST(\\\"Region\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND \\\"Region\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"Administrative\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INT)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile approximation within each \\\"Administrative\\\" group on CAST(\\\"Region\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22904,"cached_input_tokens":21888,"output_tokens":513}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fc29a81b4edbc06e5d8512cb6f95ecb75d6e09e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Administrative\",\n CAST(\"Region\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\"\n ORDER BY CAST(\"Region\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND \"Region\" IS NOT NULL\n)\nSELECT\n \"Administrative\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INT)\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile approximation within each \"Administrative\" group on CAST(\"Region\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a29e3b88e210c4a9802d69ea6fbd0e9a260b3cab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:07.170315Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:51:09.642175Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:24.960424Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fe17455261eb4852744927f15a0541adfd756c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Administrative, measure_col=Region. +Result preview: [{"Administrative": "19", "percentile_measure": 9.0}, {"Administrative": "13", "percentile_measure": 8.0}, {"Administrative": "5", "percentile_measure": 8.0}, {"Administrative": "0", "percentile_measure": 7.0}, {"Administrative": "1", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d1c285efd2ea06b15ff101c66e4baa9dcdb11e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_2a7e4cd93e4efb9a +-- problem_id: v2p_m6_606284727f960b11 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Administrative", + CAST("Region" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative" + ORDER BY CAST("Region" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative" + ) AS "cnt" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND "Region" IS NOT NULL +) +SELECT + "Administrative", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(((9 * "cnt") + 9) / 10 AS INT) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9686e8396669a653dae7b33c8cbfd9d81a716fa2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Administrative\",\n CAST(\"Region\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\"\n ORDER BY CAST(\"Region\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND \"Region\" IS NOT NULL\n)\nSELECT\n \"Administrative\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INT)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ORDER BY CAST(\\\"Region\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND \\\"Region\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"Administrative\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INT)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Administrative\", \"percentile_measure\"], \"rows\": [{\"Administrative\": \"19\", \"percentile_measure\": 9.0}, {\"Administrative\": \"13\", \"percentile_measure\": 8.0}, {\"Administrative\": \"5\", \"percentile_measure\": 8.0}, {\"Administrative\": \"0\", \"percentile_measure\": 7.0}, {\"Administrative\": \"1\", \"percentile_measure\": 7.0}, {\"Administrative\": \"10\", \"percentile_measure\": 7.0}, {\"Administrative\": \"11\", \"percentile_measure\": 7.0}, {\"Administrative\": \"14\", \"percentile_measure\": 7.0}, {\"Administrative\": \"15\", \"percentile_measure\": 7.0}, {\"Administrative\": \"16\", \"percentile_measure\": 7.0}, {\"Administrative\": \"2\", \"percentile_measure\": 7.0}, {\"Administrative\": \"21\", \"percentile_measure\": 7.0}, {\"Administrative\": \"3\", \"percentile_measure\": 7.0}, {\"Administrative\": \"4\", \"percentile_measure\": 7.0}, {\"Administrative\": \"6\", \"percentile_measure\": 7.0}, {\"Administrative\": \"7\", \"percentile_measure\": 7.0}, {\"Administrative\": \"8\", \"percentile_measure\": 7.0}, {\"Administrative\": \"9\", \"percentile_measure\": 7.0}, {\"Administrative\": \"12\", \"percentile_measure\": 6.0}, {\"Administrative\": \"18\", \"percentile_measure\": 6.0}, {\"Administrative\": \"24\", \"percentile_measure\": 6.0}, {\"Administrative\": \"17\", \"percentile_measure\": 4.0}, {\"Administrative\": \"22\", \"percentile_measure\": 3.0}, {\"Administrative\": \"23\", \"percentile_measure\": 3.0}, {\"Administrative\": \"27\", \"percentile_measure\": 3.0}, {\"Administrative\": \"26\", \"percentile_measure\": 2.0}, {\"Administrative\": \"20\", \"percentile_measure\": 1.0}], \"row_count_returned\": 27, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 44.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8fb13bd4402578f9e9cd776af357c9226f9a0ff2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:51:06.915929+00:00", + "ended_at": "2026-05-04T08:51:25.893815+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_2a7e4cd93e4efb9a", + "problem_id": "v2p_m6_606284727f960b11", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Administrative, measure_col=Region.", + "bindings": { + "group_col": "Administrative", + "measure_col": "Region", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_2a7e4cd93e4efb9a.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2a7e4cd93e4efb9a", + "api_calls": 0, + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 513, + "total_tokens": 23417, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2813, + "estimated_output_tokens": 221, + "estimated_total_tokens": 3034, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18902.73, + "sql_execution_elapsed_ms_total": 44.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_2a7e4cd93e4efb9a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83b0ec40af1eea32a942d15d874f3992dcaf2334 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2a7e4cd93e4efb9a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:25.840565+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18902.73, "started_at": "2026-05-04T08:51:06.919774+00:00", "ended_at": "2026-05-04T08:51:25.822900+00:00", "prompt_metrics": {"chars": 10584, "bytes_utf8": 10584, "lines": 312, "estimated_tokens": 2813}, "response_metrics": {"chars": 819, "bytes_utf8": 819, "lines": 1, "estimated_tokens": 221}, "usage": {"input_tokens": 22904, "cached_input_tokens": 21888, "output_tokens": 513}, "stderr_preview": "2026-05-04T08:51:07.170315Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:51:09.642175Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=OperatingSystems, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "OperatingSystems", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dfa492580534524df5f714f06f08bc2db92e1e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-64da-7fa2-8c9b-c8de8156ab02"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"OperatingSystems\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"OperatingSystems\\\", target_col=\\\"VisitorType\\\", target_value='Other', min_support=4, and top_k=15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22983,"cached_input_tokens":21888,"output_tokens":224}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d6580b289f546f97ab01ed3e31b14a623e87a5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"OperatingSystems\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Applied the provided Tail Target-Rate Extremes template with group_col=\"OperatingSystems\", target_col=\"VisitorType\", target_value='Other', min_support=4, and top_k=15."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0354e145b2b4290cb7761f79ef7b6b14658fe370 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:04.358570Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:06.714973Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:17.660553Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ae84a28f429b2f6f59b950386c3077ef3783098 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=OperatingSystems, target_col=VisitorType. +Result preview: [{"OperatingSystems": "8", "support": 79, "focus_rate": 0.6835443037974683}, {"OperatingSystems": "3", "support": 2555, "focus_rate": 0.0031311154598825833}, {"OperatingSystems": "1", "support": 2585, "focus_rate": 0.0027079303675048355}, {"OperatingSystems": "2", "support": 6601, "focus_rate": 0.002423875170428723}, {"OperatingSystems": "5", "support": 6, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ff43060021b0d3970a200796ae57fe0d18034cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_2bf6084a20382c34 +-- problem_id: v2p_m6_8c86e2c3324331cc +-- realization_mode: agent +-- source_kind: agent +SELECT + "OperatingSystems", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "OperatingSystems" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d73b631fd309869ae4328650a4615a9a77f8c7e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"OperatingSystems\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"OperatingSystems\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"OperatingSystems\", \"support\", \"focus_rate\"], \"rows\": [{\"OperatingSystems\": \"8\", \"support\": 79, \"focus_rate\": 0.6835443037974683}, {\"OperatingSystems\": \"3\", \"support\": 2555, \"focus_rate\": 0.0031311154598825833}, {\"OperatingSystems\": \"1\", \"support\": 2585, \"focus_rate\": 0.0027079303675048355}, {\"OperatingSystems\": \"2\", \"support\": 6601, \"focus_rate\": 0.002423875170428723}, {\"OperatingSystems\": \"5\", \"support\": 6, \"focus_rate\": 0.0}, {\"OperatingSystems\": \"7\", \"support\": 7, \"focus_rate\": 0.0}, {\"OperatingSystems\": \"6\", \"support\": 19, \"focus_rate\": 0.0}, {\"OperatingSystems\": \"4\", \"support\": 478, \"focus_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..30c1c9db6174ea3d10fe277b97db4702a1fe6c0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:59:04.122222+00:00", + "ended_at": "2026-05-04T08:59:18.694878+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_2bf6084a20382c34", + "problem_id": "v2p_m6_8c86e2c3324331cc", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=OperatingSystems, target_col=VisitorType.", + "bindings": { + "group_col": "OperatingSystems", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_2bf6084a20382c34.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2bf6084a20382c34", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 224, + "total_tokens": 23207, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 134, + "estimated_total_tokens": 3028, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14522.49, + "sql_execution_elapsed_ms_total": 10.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_2bf6084a20382c34\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e5294d7c01b6ace95dd8e02262863aa264ac029 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:18.674683+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14522.49, "started_at": "2026-05-04T08:59:04.129373+00:00", "ended_at": "2026-05-04T08:59:18.650159+00:00", "prompt_metrics": {"chars": 10762, "bytes_utf8": 10762, "lines": 313, "estimated_tokens": 2894}, "response_metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 224}, "stderr_preview": "2026-05-04T08:59:04.358570Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:06.714973Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"OperatingSystems\\\", target_col=\\\"VisitorType\\\", target_value='Other', min_support=4, and top_k=15.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..127eb75158600c80076790416050a754a0116f83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2bf6084a20382c34/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2bf6084a20382c34", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 224, + "total_tokens": 23207, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 134, + "estimated_total_tokens": 3028, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14522.49, + "sql_execution_elapsed_ms_total": 10.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_2bf6084a20382c34\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a2c29e945785bc9dfe41ad63c65511a94aec8c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10799, "bytes_utf8": 10799, "lines": 314, "estimated_tokens": 2901}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 787, "bytes_utf8": 787, "lines": 1, "estimated_tokens": 205}, "usage": {"input_tokens": 22992, "cached_input_tokens": 3968, "output_tokens": 280}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a7aeaf989e975bca1e23ef635c8c5d07b5e65062 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2c805e47143940e6", + "api_calls": 0, + "input_tokens": 22992, + "cached_input_tokens": 3968, + "output_tokens": 280, + "total_tokens": 23272, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2901, + "estimated_output_tokens": 205, + "estimated_total_tokens": 3106, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17617.73, + "sql_execution_elapsed_ms_total": 15.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_2c805e47143940e6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b897647b87e11eb8d11f1f8910197ffa1ffb10cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:24:05.164241+00:00", + "ended_at": "2026-05-04T08:24:22.782100+00:00", + "elapsed_ms": 17617.73, + "prompt_metrics": { + "chars": 10799, + "bytes_utf8": 10799, + "lines": 314, + "estimated_tokens": 2901 + }, + "stdout_metrics": { + "chars": 1148, + "bytes_utf8": 1148, + "lines": 4, + "estimated_tokens": 334 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13185 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 787, + "bytes_utf8": 787, + "lines": 1, + "estimated_tokens": 205 + }, + "usage": { + "input_tokens": 22992, + "cached_input_tokens": 3968, + "output_tokens": 280 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf08a9aaf0d8ceb2a9375d05be2d75a54a93f0bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType, group_col_2=Revenue, measure_col=SpecialDay.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "TrafficType", + "group_col_2": "Revenue", + "measure_col": "SpecialDay", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..16b8e3632d0aad2f55c2ffce69399088b05a22c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-5df4-7741-874c-2f303bda823d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nSELECT \\\"TrafficType\\\", \\\"Revenue\\\",\\n AVG(CAST(\\\"SpecialDay\\\" AS REAL)) AS \\\"median_measure\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN\\n SQRT(AVG(CAST(\\\"SpecialDay\\\" AS REAL) * CAST(\\\"SpecialDay\\\" AS REAL)) - AVG(CAST(\\\"SpecialDay\\\" AS REAL)) * AVG(CAST(\\\"SpecialDay\\\" AS REAL)))\\n ELSE NULL\\n END AS \\\"measure_stddev\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\", \\\"Revenue\\\"\\nORDER BY \\\"median_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT or STDDEV, so AVG(CAST(\\\"SpecialDay\\\" AS REAL)) is used as a median_measure fallback and stddev is approximated with a population-standard-deviation formula. Columns are double-quoted and the TEXT-typed measure is cast to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22992,"cached_input_tokens":3968,"output_tokens":280}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a49a0b77737a77601c6885cf1c52a8af6a139f34 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nSELECT \"TrafficType\", \"Revenue\",\n AVG(CAST(\"SpecialDay\" AS REAL)) AS \"median_measure\",\n CASE\n WHEN COUNT(*) > 1 THEN\n SQRT(AVG(CAST(\"SpecialDay\" AS REAL) * CAST(\"SpecialDay\" AS REAL)) - AVG(CAST(\"SpecialDay\" AS REAL)) * AVG(CAST(\"SpecialDay\" AS REAL)))\n ELSE NULL\n END AS \"measure_stddev\"\nFROM \"m6\"\nGROUP BY \"TrafficType\", \"Revenue\"\nORDER BY \"median_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT or STDDEV, so AVG(CAST(\"SpecialDay\" AS REAL)) is used as a median_measure fallback and stddev is approximated with a population-standard-deviation formula. Columns are double-quoted and the TEXT-typed measure is cast to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f3a397f45bb5a67e27f7b83e9ea41d4d17b3b9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:05.426863Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:07.797903Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:22.188852Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..24a50d29df762db96a7078013220206342e5a26a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType, group_col_2=Revenue, measure_col=SpecialDay. +Result preview: [{"TrafficType": "17", "Revenue": "FALSE", "median_measure": 1.0, "measure_stddev": null}, {"TrafficType": "19", "Revenue": "FALSE", "median_measure": 0.225, "measure_stddev": 0.2904737509655563}, {"TrafficType": "6", "Revenue": "FALSE", "median_measure": 0.13964194373401534, "measure_stddev": 0.288640653378769}, {"TrafficType": "13", "Revenue": "FALSE", "median_measure": 0.13726618705035973, "measure_stddev": 0.27663134379074944}, {"TrafficType": "4", "Revenue": "FALSE", "median_measure": 0.13163716814159293, "measure_stddev": 0.27917224555697817}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b532f3ca08c60383aadc9f003e9e239429a18934 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_2c805e47143940e6 +-- problem_id: v2p_m6_e69274913f336062 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", "Revenue", + AVG(CAST("SpecialDay" AS REAL)) AS "median_measure", + CASE + WHEN COUNT(*) > 1 THEN + SQRT(AVG(CAST("SpecialDay" AS REAL) * CAST("SpecialDay" AS REAL)) - AVG(CAST("SpecialDay" AS REAL)) * AVG(CAST("SpecialDay" AS REAL))) + ELSE NULL + END AS "measure_stddev" +FROM "m6" +GROUP BY "TrafficType", "Revenue" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d7031aa9366ca5dbd624833c42a1117e07eec62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nSELECT \"TrafficType\", \"Revenue\",\n AVG(CAST(\"SpecialDay\" AS REAL)) AS \"median_measure\",\n CASE\n WHEN COUNT(*) > 1 THEN\n SQRT(AVG(CAST(\"SpecialDay\" AS REAL) * CAST(\"SpecialDay\" AS REAL)) - AVG(CAST(\"SpecialDay\" AS REAL)) * AVG(CAST(\"SpecialDay\" AS REAL)))\n ELSE NULL\n END AS \"measure_stddev\"\nFROM \"m6\"\nGROUP BY \"TrafficType\", \"Revenue\"\nORDER BY \"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nSELECT \\\"TrafficType\\\", \\\"Revenue\\\",\\n AVG(CAST(\\\"SpecialDay\\\" AS REAL)) AS \\\"median_measure\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN\\n SQRT(AVG(CAST(\\\"SpecialDay\\\" AS REAL) * CAST(\\\"SpecialDay\\\" AS REAL)) - AVG(CAST(\\\"SpecialDay\\\" AS REAL)) * AVG(CAST(\\\"SpecialDay\\\" AS REAL)))\\n ELSE NULL\\n END AS \\\"measure_stddev\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\", \\\"Revenue\\\"\\nORDER BY \\\"median_measure\\\" DESC;\", \"columns\": [\"TrafficType\", \"Revenue\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"TrafficType\": \"17\", \"Revenue\": \"FALSE\", \"median_measure\": 1.0, \"measure_stddev\": null}, {\"TrafficType\": \"19\", \"Revenue\": \"FALSE\", \"median_measure\": 0.225, \"measure_stddev\": 0.2904737509655563}, {\"TrafficType\": \"6\", \"Revenue\": \"FALSE\", \"median_measure\": 0.13964194373401534, \"measure_stddev\": 0.288640653378769}, {\"TrafficType\": \"13\", \"Revenue\": \"FALSE\", \"median_measure\": 0.13726618705035973, \"measure_stddev\": 0.27663134379074944}, {\"TrafficType\": \"4\", \"Revenue\": \"FALSE\", \"median_measure\": 0.13163716814159293, \"measure_stddev\": 0.27917224555697817}, {\"TrafficType\": \"14\", \"Revenue\": \"FALSE\", \"median_measure\": 0.10909090909090911, \"measure_stddev\": 0.2466301812045552}, {\"TrafficType\": \"3\", \"Revenue\": \"FALSE\", \"median_measure\": 0.09529914529914531, \"measure_stddev\": 0.2330110325313391}, {\"TrafficType\": \"4\", \"Revenue\": \"TRUE\", \"median_measure\": 0.09212121212121212, \"measure_stddev\": 0.2437057039876304}, {\"TrafficType\": \"18\", \"Revenue\": \"FALSE\", \"median_measure\": 0.08, \"measure_stddev\": 0.24000000000000002}, {\"TrafficType\": \"11\", \"Revenue\": \"FALSE\", \"median_measure\": 0.077, \"measure_stddev\": 0.21787840645644538}, {\"TrafficType\": \"15\", \"Revenue\": \"FALSE\", \"median_measure\": 0.07368421052631578, \"measure_stddev\": 0.21236043159823173}, {\"TrafficType\": \"7\", \"Revenue\": \"FALSE\", \"median_measure\": 0.07142857142857142, \"measure_stddev\": 0.22177392423228606}, {\"TrafficType\": \"5\", \"Revenue\": \"FALSE\", \"median_measure\": 0.05490196078431373, \"measure_stddev\": 0.20128384551857004}, {\"TrafficType\": \"3\", \"Revenue\": \"TRUE\", \"median_measure\": 0.05, \"measure_stddev\": 0.1749603129601428}, {\"TrafficType\": \"13\", \"Revenue\": \"TRUE\", \"median_measure\": 0.046511627906976744, \"measure_stddev\": 0.14840052217250063}, {\"TrafficType\": \"6\", \"Revenue\": \"TRUE\", \"median_measure\": 0.045283018867924525, \"measure_stddev\": 0.15849056603773584}, {\"TrafficType\": \"1\", \"Revenue\": \"FALSE\", \"median_measure\": 0.04486066697121974, \"measure_stddev\": 0.17536059892226277}, {\"TrafficType\": \"2\", \"Revenue\": \"FALSE\", \"median_measure\": 0.040639269406392696, \"measure_stddev\": 0.16648033977899623}, {\"TrafficType\": \"20\", \"Revenue\": \"FALSE\", \"median_measure\": 0.033783783783783786, \"measure_stddev\": 0.15314454135830355}, {\"TrafficType\": \"11\", \"Revenue\": \"TRUE\", \"median_measure\": 0.02978723404255319, \"measure_stddev\": 0.15425165072673921}, {\"TrafficType\": \"5\", \"Revenue\": \"TRUE\", \"median_measure\": 0.024999999999999998, \"measure_stddev\": 0.11378237372909994}, {\"TrafficType\": \"2\", \"Revenue\": \"TRUE\", \"median_measure\": 0.012750885478158206, \"measure_stddev\": 0.09079402091962399}, {\"TrafficType\": \"1\", \"Revenue\": \"TRUE\", \"median_measure\": 0.007633587786259542, \"measure_stddev\": 0.07374219649302793}, {\"TrafficType\": \"10\", \"Revenue\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"10\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"12\", \"Revenue\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": null}, {\"TrafficType\": \"14\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"16\", \"Revenue\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"16\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": null}, {\"TrafficType\": \"19\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": null}, {\"TrafficType\": \"20\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"7\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"8\", \"Revenue\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"8\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"9\", \"Revenue\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"9\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}], \"row_count_returned\": 36, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4ee1b06101bf4d291c1088ca8ea7ffd26c9d026b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:24:05.160500+00:00", + "ended_at": "2026-05-04T08:24:22.824691+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_2c805e47143940e6", + "problem_id": "v2p_m6_e69274913f336062", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType, group_col_2=Revenue, measure_col=SpecialDay.", + "bindings": { + "group_col": "TrafficType", + "group_col_2": "Revenue", + "measure_col": "SpecialDay", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_2c805e47143940e6.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2c805e47143940e6", + "api_calls": 0, + "input_tokens": 22992, + "cached_input_tokens": 3968, + "output_tokens": 280, + "total_tokens": 23272, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2901, + "estimated_output_tokens": 205, + "estimated_total_tokens": 3106, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17617.73, + "sql_execution_elapsed_ms_total": 15.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_2c805e47143940e6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d22da798e38d68f3595a4ef8705e66536436ee5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:22.801522+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17617.73, "started_at": "2026-05-04T08:24:05.164241+00:00", "ended_at": "2026-05-04T08:24:22.782100+00:00", "prompt_metrics": {"chars": 10799, "bytes_utf8": 10799, "lines": 314, "estimated_tokens": 2901}, "response_metrics": {"chars": 787, "bytes_utf8": 787, "lines": 1, "estimated_tokens": 205}, "usage": {"input_tokens": 22992, "cached_input_tokens": 3968, "output_tokens": 280}, "stderr_preview": "2026-05-04T08:24:05.426863Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:07.797903Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 1 THEN\\n SQRT(AVG(CAST(\\\"SpecialDay\\\" AS REAL) * CAST(\\\"SpecialDay\\\" AS REAL)) - AVG(CAST(\\\"SpecialDay\\\" AS REAL)) * AVG(CAST(\\\"SpecialDay\\\" AS REAL)))\\n ELSE NULL\\n END AS \\\"measure_stddev\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\", \\\"Revenue\\\"\\nORDER BY \\\"median_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT or STDDEV, so AVG(CAST(\\\"SpecialDay\\\" AS REAL)) is used as a median_measure fallback and stddev is approximated with a population-standard-deviation formula. Columns are double-quoted and the TEXT-typed measure is cast to REAL.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d171e1f89253fb69d6a1c31692b67119b21bd2d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2c805e47143940e6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2c805e47143940e6", + "api_calls": 0, + "input_tokens": 22992, + "cached_input_tokens": 3968, + "output_tokens": 280, + "total_tokens": 23272, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2901, + "estimated_output_tokens": 205, + "estimated_total_tokens": 3106, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17617.73, + "sql_execution_elapsed_ms_total": 15.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_2c805e47143940e6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef10a9a063483fed3817c1f010f163db5b18a12c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10899, "bytes_utf8": 10899, "lines": 317, "estimated_tokens": 2892}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1040, "bytes_utf8": 1040, "lines": 1, "estimated_tokens": 291}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 681}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..616800a0bd07aa874e2241cd4ee55c6399395714 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2e3c4cc0d0e3f1ba", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 681, + "total_tokens": 23664, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2892, + "estimated_output_tokens": 291, + "estimated_total_tokens": 3183, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20647.39, + "sql_execution_elapsed_ms_total": 42.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_2e3c4cc0d0e3f1ba\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..faa6b8f466aa607ba60bb4bc287519c45eef755a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:49:00.783053+00:00", + "ended_at": "2026-05-04T08:49:21.430841+00:00", + "elapsed_ms": 20647.39, + "prompt_metrics": { + "chars": 10899, + "bytes_utf8": 10899, + "lines": 317, + "estimated_tokens": 2892 + }, + "stdout_metrics": { + "chars": 1469, + "bytes_utf8": 1469, + "lines": 4, + "estimated_tokens": 462 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13272 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1040, + "bytes_utf8": 1040, + "lines": 1, + "estimated_tokens": 291 + }, + "usage": { + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 681 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55d36fe38461aa8242b079c2a85394f788da748d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,317 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Region, measure_col=ExitRates, condition_col=SpecialDay.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Region", + "measure_col": "ExitRates", + "condition_col": "SpecialDay", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..82822ef7a129c6eacc61adda25a0ddb8000cd83a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22d-2fe2-7f83-a339-f7c5c0413f39"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n CAST(\\\"ExitRates\\\" AS REAL) AS \\\"ExitRates_num\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" = '0'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n \\\"ExitRates_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\"\\n ORDER BY \\\"ExitRates_num\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Region\\\",\\n MIN(\\\"ExitRates_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= 0.9 * \\\"cnt\\\"\\nGROUP BY \\\"Region\\\"\\nHAVING MAX(\\\"cnt\\\") >= 5\\nORDER BY \\\"conditional_percentile\\\" DESC\\nLIMIT 10;\",\"notes\":\"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible nearest-rank approximation for the 0.9 quantile using window functions. Cast \\\"ExitRates\\\" from TEXT to REAL, filtered on \\\"SpecialDay\\\" = '0', enforced minimum group support of 5, and limited results to the top 10 groups by descending conditional percentile.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22983,"cached_input_tokens":21888,"output_tokens":681}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1447079f8a92d9eeadc16b3bba5b88c41c3c8ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Region\",\n CAST(\"ExitRates\" AS REAL) AS \"ExitRates_num\"\n FROM \"m6\"\n WHERE \"SpecialDay\" = '0'\n),\n\"ranked\" AS (\n SELECT\n \"Region\",\n \"ExitRates_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\"\n ORDER BY \"ExitRates_num\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Region\",\n MIN(\"ExitRates_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= 0.9 * \"cnt\"\nGROUP BY \"Region\"\nHAVING MAX(\"cnt\") >= 5\nORDER BY \"conditional_percentile\" DESC\nLIMIT 10;","notes":"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible nearest-rank approximation for the 0.9 quantile using window functions. Cast \"ExitRates\" from TEXT to REAL, filtered on \"SpecialDay\" = '0', enforced minimum group support of 5, and limited results to the top 10 groups by descending conditional percentile."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18dd63b688add0b1a045032f9c726247a12b07f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:49:00.954644Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:49:03.395973Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:49:20.488217Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bb3572ac7699039f00bfa1adaa465f1c9f5a758 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Region, measure_col=ExitRates, condition_col=SpecialDay. +Result preview: [{"Region": "9", "conditional_percentile": 0.1}, {"Region": "6", "conditional_percentile": 0.1}, {"Region": "5", "conditional_percentile": 0.1}, {"Region": "4", "conditional_percentile": 0.1}, {"Region": "3", "conditional_percentile": 0.1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..19cf8d039d49d9460558c59c40bc81ca4a5af466 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_2e3c4cc0d0e3f1ba +-- problem_id: v2p_m6_7a5419d8b7f6deca +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Region", + CAST("ExitRates" AS REAL) AS "ExitRates_num" + FROM "m6" + WHERE "SpecialDay" = '0' +), +"ranked" AS ( + SELECT + "Region", + "ExitRates_num", + ROW_NUMBER() OVER ( + PARTITION BY "Region" + ORDER BY "ExitRates_num" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Region" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Region", + MIN("ExitRates_num") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= 0.9 * "cnt" +GROUP BY "Region" +HAVING MAX("cnt") >= 5 +ORDER BY "conditional_percentile" DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47b8e409cd6ed38332425d3e63af4e36746d0104 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Region\",\n CAST(\"ExitRates\" AS REAL) AS \"ExitRates_num\"\n FROM \"m6\"\n WHERE \"SpecialDay\" = '0'\n),\n\"ranked\" AS (\n SELECT\n \"Region\",\n \"ExitRates_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\"\n ORDER BY \"ExitRates_num\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Region\",\n MIN(\"ExitRates_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= 0.9 * \"cnt\"\nGROUP BY \"Region\"\nHAVING MAX(\"cnt\") >= 5\nORDER BY \"conditional_percentile\" DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n CAST(\\\"ExitRates\\\" AS REAL) AS \\\"ExitRates_num\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" = '0'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n \\\"ExitRates_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\"\\n ORDER BY \\\"ExitRates_num\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Region\\\",\\n MIN(\\\"ExitRates_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= 0.9 * \\\"cnt\\\"\\nGROUP BY \\\"Region\\\"\\nHAVING MAX(\\\"cnt\\\") >= 5\\nORDER BY \\\"conditional_percentile\\\" DESC\\nLIMIT 10;\", \"columns\": [\"Region\", \"conditional_percentile\"], \"rows\": [{\"Region\": \"9\", \"conditional_percentile\": 0.1}, {\"Region\": \"6\", \"conditional_percentile\": 0.1}, {\"Region\": \"5\", \"conditional_percentile\": 0.1}, {\"Region\": \"4\", \"conditional_percentile\": 0.1}, {\"Region\": \"3\", \"conditional_percentile\": 0.1}, {\"Region\": \"2\", \"conditional_percentile\": 0.1}, {\"Region\": \"1\", \"conditional_percentile\": 0.1}, {\"Region\": \"8\", \"conditional_percentile\": 0.080562169}, {\"Region\": \"7\", \"conditional_percentile\": 0.072727273}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 42.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd0af68d4664a8b9721e36756be0a39fe4a69704 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:49:00.780318+00:00", + "ended_at": "2026-05-04T08:49:21.499737+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_2e3c4cc0d0e3f1ba", + "problem_id": "v2p_m6_7a5419d8b7f6deca", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Region, measure_col=ExitRates, condition_col=SpecialDay.", + "bindings": { + "group_col": "Region", + "measure_col": "ExitRates", + "condition_col": "SpecialDay", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/1", + "binding_index=105" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_2e3c4cc0d0e3f1ba.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2e3c4cc0d0e3f1ba", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 681, + "total_tokens": 23664, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2892, + "estimated_output_tokens": 291, + "estimated_total_tokens": 3183, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20647.39, + "sql_execution_elapsed_ms_total": 42.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_2e3c4cc0d0e3f1ba\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d103817a1491a9b59b91add1616784e858fa74c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:49:21.447603+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20647.39, "started_at": "2026-05-04T08:49:00.783053+00:00", "ended_at": "2026-05-04T08:49:21.430841+00:00", "prompt_metrics": {"chars": 10899, "bytes_utf8": 10899, "lines": 317, "estimated_tokens": 2892}, "response_metrics": {"chars": 1040, "bytes_utf8": 1040, "lines": 1, "estimated_tokens": 291}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 681}, "stderr_preview": "2026-05-04T08:49:00.954644Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:49:03.395973Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9 * \\\"cnt\\\"\\nGROUP BY \\\"Region\\\"\\nHAVING MAX(\\\"cnt\\\") >= 5\\nORDER BY \\\"conditional_percentile\\\" DESC\\nLIMIT 10;\",\"notes\":\"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible nearest-rank approximation for the 0.9 quantile using window functions. Cast \\\"ExitRates\\\" from TEXT to REAL, filtered on \\\"SpecialDay\\\" = '0', enforced minimum group support of 5, and limited results to the top 10 groups"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8e0bc99448252cbdae2db59754bf28638fce298c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_2e3c4cc0d0e3f1ba/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2e3c4cc0d0e3f1ba", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 681, + "total_tokens": 23664, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2892, + "estimated_output_tokens": 291, + "estimated_total_tokens": 3183, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20647.39, + "sql_execution_elapsed_ms_total": 42.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_2e3c4cc0d0e3f1ba\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f1c409feacfac284bf026d9be9f7a5c58a79b7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10785, "bytes_utf8": 10785, "lines": 314, "estimated_tokens": 2896}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1502, "bytes_utf8": 1502, "lines": 1, "estimated_tokens": 434}, "usage": {"input_tokens": 22987, "cached_input_tokens": 19840, "output_tokens": 886}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c90b949752c7722d6beea82115bb448ea83693af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_30961430cfa67e37", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 19840, + "output_tokens": 886, + "total_tokens": 23873, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 434, + "estimated_total_tokens": 3330, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23798.42, + "sql_execution_elapsed_ms_total": 77.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_30961430cfa67e37\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e061e02ce07d87e0bb4c3a4d878329dd33636f7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:25:47.853958+00:00", + "ended_at": "2026-05-04T08:26:11.652134+00:00", + "elapsed_ms": 23798.42, + "prompt_metrics": { + "chars": 10785, + "bytes_utf8": 10785, + "lines": 314, + "estimated_tokens": 2896 + }, + "stdout_metrics": { + "chars": 2059, + "bytes_utf8": 2059, + "lines": 4, + "estimated_tokens": 685 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13253 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1502, + "bytes_utf8": 1502, + "lines": 1, + "estimated_tokens": 434 + }, + "usage": { + "input_tokens": 22987, + "cached_input_tokens": 19840, + "output_tokens": 886 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdf4e13288dd1a6c2cc17fcdfb865a8177aecd93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Weekend, group_col_2=Revenue, measure_col=Region.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "Weekend", + "group_col_2": "Revenue", + "measure_col": "Region", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c0dcefded098328a7088eefb1632ff3d54adf7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-eecf-7051-925a-8dd6fb372c0a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"Revenue\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\", \\\"Revenue\\\"\\n ORDER BY CAST(\\\"Region\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Weekend\\\", \\\"Revenue\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n),\\n\\\"medians\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"Revenue\\\",\\n AVG(\\\"measure_value\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Weekend\\\", \\\"Revenue\\\"\\n),\\n\\\"spread\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"Revenue\\\",\\n AVG(CAST(\\\"Region\\\" AS REAL) * CAST(\\\"Region\\\" AS REAL)) - AVG(CAST(\\\"Region\\\" AS REAL)) * AVG(CAST(\\\"Region\\\" AS REAL)) AS \\\"measure_stddev\\\"\\n FROM \\\"m6\\\"\\n GROUP BY \\\"Weekend\\\", \\\"Revenue\\\"\\n)\\nSELECT\\n \\\"medians\\\".\\\"Weekend\\\",\\n \\\"medians\\\".\\\"Revenue\\\",\\n \\\"medians\\\".\\\"median_measure\\\",\\n \\\"spread\\\".\\\"measure_stddev\\\"\\nFROM \\\"medians\\\"\\nJOIN \\\"spread\\\"\\n ON \\\"medians\\\".\\\"Weekend\\\" = \\\"spread\\\".\\\"Weekend\\\"\\n AND \\\"medians\\\".\\\"Revenue\\\" = \\\"spread\\\".\\\"Revenue\\\"\\nORDER BY \\\"medians\\\".\\\"median_measure\\\" DESC;\",\"notes\":\"Used the requested template roles with SQLite-safe replacements: median is computed via window functions, and the stddev field is approximated with population variance because SQLite does not provide built-in STDDEV or a guaranteed square-root function.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22987,"cached_input_tokens":19840,"output_tokens":886}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8433102643f896e2e1019c47bb5c666b5d900947 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"Weekend\",\n \"Revenue\",\n CAST(\"Region\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\", \"Revenue\"\n ORDER BY CAST(\"Region\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Weekend\", \"Revenue\"\n ) AS \"cnt\"\n FROM \"m6\"\n),\n\"medians\" AS (\n SELECT\n \"Weekend\",\n \"Revenue\",\n AVG(\"measure_value\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Weekend\", \"Revenue\"\n),\n\"spread\" AS (\n SELECT\n \"Weekend\",\n \"Revenue\",\n AVG(CAST(\"Region\" AS REAL) * CAST(\"Region\" AS REAL)) - AVG(CAST(\"Region\" AS REAL)) * AVG(CAST(\"Region\" AS REAL)) AS \"measure_stddev\"\n FROM \"m6\"\n GROUP BY \"Weekend\", \"Revenue\"\n)\nSELECT\n \"medians\".\"Weekend\",\n \"medians\".\"Revenue\",\n \"medians\".\"median_measure\",\n \"spread\".\"measure_stddev\"\nFROM \"medians\"\nJOIN \"spread\"\n ON \"medians\".\"Weekend\" = \"spread\".\"Weekend\"\n AND \"medians\".\"Revenue\" = \"spread\".\"Revenue\"\nORDER BY \"medians\".\"median_measure\" DESC;","notes":"Used the requested template roles with SQLite-safe replacements: median is computed via window functions, and the stddev field is approximated with population variance because SQLite does not provide built-in STDDEV or a guaranteed square-root function."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9375dcb8d0ca24a29fbac46c7316c9d42f252c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:48.032547Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:25:50.387759Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:11.032413Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e509337d86e5e5e0461fd4e1d619dcc13fbe68af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Weekend, group_col_2=Revenue, measure_col=Region. +Result preview: [{"Weekend": "FALSE", "Revenue": "FALSE", "median_measure": 3.0, "measure_stddev": 5.838189836614067}, {"Weekend": "TRUE", "Revenue": "FALSE", "median_measure": 3.0, "measure_stddev": 5.501919848699993}, {"Weekend": "TRUE", "Revenue": "TRUE", "median_measure": 3.0, "measure_stddev": 5.559479680804495}, {"Weekend": "FALSE", "Revenue": "TRUE", "median_measure": 2.0, "measure_stddev": 5.871985880084482}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9fd96b649dda606226c526e1d482d2a3171008c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/generated_sql.sql @@ -0,0 +1,54 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_30961430cfa67e37 +-- problem_id: v2p_m6_35693da94fc3c8dd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Weekend", + "Revenue", + CAST("Region" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend", "Revenue" + ORDER BY CAST("Region" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Weekend", "Revenue" + ) AS "cnt" + FROM "m6" +), +"medians" AS ( + SELECT + "Weekend", + "Revenue", + AVG("measure_value") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Weekend", "Revenue" +), +"spread" AS ( + SELECT + "Weekend", + "Revenue", + AVG(CAST("Region" AS REAL) * CAST("Region" AS REAL)) - AVG(CAST("Region" AS REAL)) * AVG(CAST("Region" AS REAL)) AS "measure_stddev" + FROM "m6" + GROUP BY "Weekend", "Revenue" +) +SELECT + "medians"."Weekend", + "medians"."Revenue", + "medians"."median_measure", + "spread"."measure_stddev" +FROM "medians" +JOIN "spread" + ON "medians"."Weekend" = "spread"."Weekend" + AND "medians"."Revenue" = "spread"."Revenue" +ORDER BY "medians"."median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da05be8a08c7e0801ad2223af11ef04b78ff7ee4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"Weekend\",\n \"Revenue\",\n CAST(\"Region\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\", \"Revenue\"\n ORDER BY CAST(\"Region\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Weekend\", \"Revenue\"\n ) AS \"cnt\"\n FROM \"m6\"\n),\n\"medians\" AS (\n SELECT\n \"Weekend\",\n \"Revenue\",\n AVG(\"measure_value\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Weekend\", \"Revenue\"\n),\n\"spread\" AS (\n SELECT\n \"Weekend\",\n \"Revenue\",\n AVG(CAST(\"Region\" AS REAL) * CAST(\"Region\" AS REAL)) - AVG(CAST(\"Region\" AS REAL)) * AVG(CAST(\"Region\" AS REAL)) AS \"measure_stddev\"\n FROM \"m6\"\n GROUP BY \"Weekend\", \"Revenue\"\n)\nSELECT\n \"medians\".\"Weekend\",\n \"medians\".\"Revenue\",\n \"medians\".\"median_measure\",\n \"spread\".\"measure_stddev\"\nFROM \"medians\"\nJOIN \"spread\"\n ON \"medians\".\"Weekend\" = \"spread\".\"Weekend\"\n AND \"medians\".\"Revenue\" = \"spread\".\"Revenue\"\nORDER BY \"medians\".\"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"Revenue\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\", \\\"Revenue\\\"\\n ORDER BY CAST(\\\"Region\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Weekend\\\", \\\"Revenue\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n),\\n\\\"medians\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"Revenue\\\",\\n AVG(\\\"measure_value\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Weekend\\\", \\\"Revenue\\\"\\n),\\n\\\"spread\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"Revenue\\\",\\n AVG(CAST(\\\"Region\\\" AS REAL) * CAST(\\\"Region\\\" AS REAL)) - AVG(CAST(\\\"Region\\\" AS REAL)) * AVG(CAST(\\\"Region\\\" AS REAL)) AS \\\"measure_stddev\\\"\\n FROM \\\"m6\\\"\\n GROUP BY \\\"Weekend\\\", \\\"Revenue\\\"\\n)\\nSELECT\\n \\\"medians\\\".\\\"Weekend\\\",\\n \\\"medians\\\".\\\"Revenue\\\",\\n \\\"medians\\\".\\\"median_measure\\\",\\n \\\"spread\\\".\\\"measure_stddev\\\"\\nFROM \\\"medians\\\"\\nJOIN \\\"spread\\\"\\n ON \\\"medians\\\".\\\"Weekend\\\" = \\\"spread\\\".\\\"Weekend\\\"\\n AND \\\"medians\\\".\\\"Revenue\\\" = \\\"spread\\\".\\\"Revenue\\\"\\nORDER BY \\\"medians\\\".\\\"median_measure\\\" DESC;\", \"columns\": [\"Weekend\", \"Revenue\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"Weekend\": \"FALSE\", \"Revenue\": \"FALSE\", \"median_measure\": 3.0, \"measure_stddev\": 5.838189836614067}, {\"Weekend\": \"TRUE\", \"Revenue\": \"FALSE\", \"median_measure\": 3.0, \"measure_stddev\": 5.501919848699993}, {\"Weekend\": \"TRUE\", \"Revenue\": \"TRUE\", \"median_measure\": 3.0, \"measure_stddev\": 5.559479680804495}, {\"Weekend\": \"FALSE\", \"Revenue\": \"TRUE\", \"median_measure\": 2.0, \"measure_stddev\": 5.871985880084482}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 77.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9b211eeb2aee39f3e77d58df9001f9b2fe0042b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:25:47.849933+00:00", + "ended_at": "2026-05-04T08:26:11.758300+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_30961430cfa67e37", + "problem_id": "v2p_m6_35693da94fc3c8dd", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Weekend, group_col_2=Revenue, measure_col=Region.", + "bindings": { + "group_col": "Weekend", + "group_col_2": "Revenue", + "measure_col": "Region", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_30961430cfa67e37.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_30961430cfa67e37", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 19840, + "output_tokens": 886, + "total_tokens": 23873, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 434, + "estimated_total_tokens": 3330, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23798.42, + "sql_execution_elapsed_ms_total": 77.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_30961430cfa67e37\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e455aff7b2136fdfcf40e68b117e3fa0d488503f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_30961430cfa67e37/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:11.671995+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23798.42, "started_at": "2026-05-04T08:25:47.853958+00:00", "ended_at": "2026-05-04T08:26:11.652134+00:00", "prompt_metrics": {"chars": 10785, "bytes_utf8": 10785, "lines": 314, "estimated_tokens": 2896}, "response_metrics": {"chars": 1502, "bytes_utf8": 1502, "lines": 1, "estimated_tokens": 434}, "usage": {"input_tokens": 22987, "cached_input_tokens": 19840, "output_tokens": 886}, "stderr_preview": "2026-05-04T08:25:48.032547Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:25:50.387759Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Weekend, measure_col=OperatingSystems.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Weekend", + "measure_col": "OperatingSystems", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7ee7d2167450ece9a5690b906a2137c786e301f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22d-80fc-79e2-9d8b-03c0270dfc9f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n CAST(\\\"OperatingSystems\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ORDER BY CAST(\\\"OperatingSystems\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" IS NOT NULL\\n AND \\\"OperatingSystems\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = ((95 * \\\"cnt\\\" + 99) / 100)\\n)\\nSELECT\\n \\\"Weekend\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query approximates the requested 0.95 percentile using the nearest-rank method within each \\\"Weekend\\\" group. \\\"OperatingSystems\\\" is CAST to REAL because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22906,"cached_input_tokens":21888,"output_tokens":776}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b465a73215c552c2859b690c9447af259ddc3b88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Weekend\",\n CAST(\"OperatingSystems\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\"\n ORDER BY CAST(\"OperatingSystems\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Weekend\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Weekend\" IS NOT NULL\n AND \"OperatingSystems\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"Weekend\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = ((95 * \"cnt\" + 99) / 100)\n)\nSELECT\n \"Weekend\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query approximates the requested 0.95 percentile using the nearest-rank method within each \"Weekend\" group. \"OperatingSystems\" is CAST to REAL because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..976666d95f9a9c23c5cbeaf4b31a58778e24dab1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:49:21.744002Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:49:24.216182Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:49:43.072652Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f88abfcd03e884fd1051b0aa0a098a3411ac06f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Weekend, measure_col=OperatingSystems. +Result preview: [{"Weekend": "FALSE", "percentile_measure": 3.0}, {"Weekend": "TRUE", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cacfbfcb88a6d102752fdbcc7a5f62d1a98b0265 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_3166e771e222ec83 +-- problem_id: v2p_m6_18bf1b553c823e9b +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Weekend", + CAST("OperatingSystems" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend" + ORDER BY CAST("OperatingSystems" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Weekend" + ) AS "cnt" + FROM "m6" + WHERE "Weekend" IS NOT NULL + AND "OperatingSystems" IS NOT NULL +), +"percentiles" AS ( + SELECT + "Weekend", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = ((95 * "cnt" + 99) / 100) +) +SELECT + "Weekend", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98d794115b282bd567c6d951bb39aa748e75f1c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Weekend\",\n CAST(\"OperatingSystems\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\"\n ORDER BY CAST(\"OperatingSystems\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Weekend\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Weekend\" IS NOT NULL\n AND \"OperatingSystems\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"Weekend\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = ((95 * \"cnt\" + 99) / 100)\n)\nSELECT\n \"Weekend\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n CAST(\\\"OperatingSystems\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ORDER BY CAST(\\\"OperatingSystems\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" IS NOT NULL\\n AND \\\"OperatingSystems\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = ((95 * \\\"cnt\\\" + 99) / 100)\\n)\\nSELECT\\n \\\"Weekend\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Weekend\", \"percentile_measure\"], \"rows\": [{\"Weekend\": \"FALSE\", \"percentile_measure\": 3.0}, {\"Weekend\": \"TRUE\", \"percentile_measure\": 3.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 53.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6cc19c4e8bef40766f268a2471e74063b044c246 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:49:21.500585+00:00", + "ended_at": "2026-05-04T08:49:44.126586+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_3166e771e222ec83", + "problem_id": "v2p_m6_18bf1b553c823e9b", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Weekend, measure_col=OperatingSystems.", + "bindings": { + "group_col": "Weekend", + "measure_col": "OperatingSystems", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_3166e771e222ec83.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3166e771e222ec83", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 21888, + "output_tokens": 776, + "total_tokens": 23682, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 271, + "estimated_total_tokens": 3086, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22534.54, + "sql_execution_elapsed_ms_total": 53.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_3166e771e222ec83\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e0e3e0a913454082060ffd7a24d3d2c3807cc2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3166e771e222ec83/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:49:44.059299+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22534.54, "started_at": "2026-05-04T08:49:21.500585+00:00", "ended_at": "2026-05-04T08:49:44.040059+00:00", "prompt_metrics": {"chars": 10590, "bytes_utf8": 10590, "lines": 312, "estimated_tokens": 2815}, "response_metrics": {"chars": 999, "bytes_utf8": 999, "lines": 1, "estimated_tokens": 271}, "usage": {"input_tokens": 22906, "cached_input_tokens": 21888, "output_tokens": 776}, "stderr_preview": "2026-05-04T08:49:21.744002Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:49:24.216182Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Revenue, measure_col=Informational_Duration.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Revenue", + "measure_col": "Informational_Duration", + "item_col": "PageValues", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..344dbea4a095485ba61bbc6edde6c82c015e2ad0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df224-3225-7060-906b-7e8c4bc726bf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Revenue\\\", \\\"PageValues\\\",\\n SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"Informational_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"Revenue\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\", \\\"PageValues\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"Revenue\\\", item_col=\\\"PageValues\\\", and measure_col=\\\"Informational_Duration\\\". Cast the measure from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22990,"cached_input_tokens":21888,"output_tokens":238}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6590e1379149e0523df0967ff5af92f41365f434 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Revenue\", \"PageValues\",\n SUM(CAST(\"Informational_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"Informational_Duration\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"Informational_Duration\" AS REAL))) OVER (PARTITION BY \"Revenue\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Revenue\", \"PageValues\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"Revenue\", item_col=\"PageValues\", and measure_col=\"Informational_Duration\". Cast the measure from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92e9e3d02286001b4132682c17892ec39dc3c9a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:39:11.738087Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:39:14.338596Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:39:23.562739Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..604abf5718b07b7fba10ae3becc030701b4ec938 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Revenue, measure_col=Informational_Duration. +Result preview: [{"Revenue": "FALSE", "PageValues": "0", "total_measure": 198642.082653991, "share_within_group": 63.03655157659074}, {"Revenue": "TRUE", "PageValues": "0", "total_measure": 13239.49999994, "share_within_group": 12.044383732764416}, {"Revenue": "TRUE", "PageValues": "1.114150182", "total_measure": 1767.666667, "share_within_group": 1.6081011857744765}, {"Revenue": "TRUE", "PageValues": "1.827470744", "total_measure": 1665.066667, "share_within_group": 1.5147627839475775}, {"Revenue": "TRUE", "PageValues": "18.07802206", "total_measure": 1652.0, "share_within_group": 1.5028756317547483}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b213138bf7db34bb46653347570e83dd78361361 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_326f79906192af37 +-- problem_id: v2p_m6_5071af9deba48b2f +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", "PageValues", + SUM(CAST("Informational_Duration" AS REAL)) AS total_measure, + SUM(CAST("Informational_Duration" AS REAL)) * 100.0 + / SUM(SUM(CAST("Informational_Duration" AS REAL))) OVER (PARTITION BY "Revenue") AS share_within_group +FROM "m6" +GROUP BY "Revenue", "PageValues" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..808ae71b2ca56b2c49dfbefbff33ea32786a7ed8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Revenue\", \"PageValues\",\n SUM(CAST(\"Informational_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"Informational_Duration\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"Informational_Duration\" AS REAL))) OVER (PARTITION BY \"Revenue\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Revenue\", \"PageValues\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Revenue\\\", \\\"PageValues\\\",\\n SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"Informational_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"Revenue\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\", \\\"PageValues\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Revenue\", \"PageValues\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Revenue\": \"FALSE\", \"PageValues\": \"0\", \"total_measure\": 198642.082653991, \"share_within_group\": 63.03655157659074}, {\"Revenue\": \"TRUE\", \"PageValues\": \"0\", \"total_measure\": 13239.49999994, \"share_within_group\": 12.044383732764416}, {\"Revenue\": \"TRUE\", \"PageValues\": \"1.114150182\", \"total_measure\": 1767.666667, \"share_within_group\": 1.6081011857744765}, {\"Revenue\": \"TRUE\", \"PageValues\": \"1.827470744\", \"total_measure\": 1665.066667, \"share_within_group\": 1.5147627839475775}, {\"Revenue\": \"TRUE\", \"PageValues\": \"18.07802206\", \"total_measure\": 1652.0, \"share_within_group\": 1.5028756317547483}, {\"Revenue\": \"TRUE\", \"PageValues\": \"6.165\", \"total_measure\": 1636.0, \"share_within_group\": 1.488319935563419}, {\"Revenue\": \"TRUE\", \"PageValues\": \"1.560184165\", \"total_measure\": 1488.0, \"share_within_group\": 1.3536797457936232}, {\"Revenue\": \"TRUE\", \"PageValues\": \"9.284545518\", \"total_measure\": 1312.4, \"share_within_group\": 1.1939309800937843}, {\"Revenue\": \"TRUE\", \"PageValues\": \"1.53931845\", \"total_measure\": 1174.0, \"share_within_group\": 1.0680242080387858}, {\"Revenue\": \"TRUE\", \"PageValues\": \"7.753880158\", \"total_measure\": 1146.666667, \"share_within_group\": 1.0431582273485087}, {\"Revenue\": \"TRUE\", \"PageValues\": \"8.533928457\", \"total_measure\": 1079.833333, \"share_within_group\": 0.9823578707761563}, {\"Revenue\": \"TRUE\", \"PageValues\": \"21.3825758\", \"total_measure\": 1060.75, \"share_within_group\": 0.9649971709345334}, {\"Revenue\": \"TRUE\", \"PageValues\": \"9.131386805\", \"total_measure\": 1037.15, \"share_within_group\": 0.9435275190523228}, {\"Revenue\": \"TRUE\", \"PageValues\": \"33.85339122\", \"total_measure\": 1024.25, \"share_within_group\": 0.9317919889980635}, {\"Revenue\": \"TRUE\", \"PageValues\": \"5.907475939\", \"total_measure\": 1022.25, \"share_within_group\": 0.9299725269741473}, {\"Revenue\": \"TRUE\", \"PageValues\": \"1.589329821\", \"total_measure\": 991.25, \"share_within_group\": 0.9017708656034468}, {\"Revenue\": \"TRUE\", \"PageValues\": \"2.325663803\", \"total_measure\": 961.45, \"share_within_group\": 0.8746608814470961}, {\"Revenue\": \"TRUE\", \"PageValues\": \"32.41773364\", \"total_measure\": 924.0, \"share_within_group\": 0.8405914550492659}, {\"Revenue\": \"TRUE\", \"PageValues\": \"3.585439826\", \"total_measure\": 923.9, \"share_within_group\": 0.8405004819480701}, {\"Revenue\": \"TRUE\", \"PageValues\": \"22.58886486\", \"total_measure\": 913.0, \"share_within_group\": 0.8305844139177271}, {\"Revenue\": \"TRUE\", \"PageValues\": \"25.41321429\", \"total_measure\": 909.0, \"share_within_group\": 0.8269454898698947}, {\"Revenue\": \"TRUE\", \"PageValues\": \"7.296889074\", \"total_measure\": 886.5, \"share_within_group\": 0.806476542100838}, {\"Revenue\": \"TRUE\", \"PageValues\": \"37.72031898\", \"total_measure\": 871.4, \"share_within_group\": 0.792739603820271}, {\"Revenue\": \"TRUE\", \"PageValues\": \"7.477388113\", \"total_measure\": 858.5708333, \"share_within_group\": 0.781068513015701}, {\"Revenue\": \"TRUE\", \"PageValues\": \"6.479206264\", \"total_measure\": 857.1666667, \"share_within_group\": 0.7797910991137252}, {\"Revenue\": \"TRUE\", \"PageValues\": \"6.506831398\", \"total_measure\": 845.0, \"share_within_group\": 0.7687227051045776}, {\"Revenue\": \"TRUE\", \"PageValues\": \"8.018832458\", \"total_measure\": 842.3, \"share_within_group\": 0.7662664313722908}, {\"Revenue\": \"TRUE\", \"PageValues\": \"3.187495058\", \"total_measure\": 825.5, \"share_within_group\": 0.7509829503713951}, {\"Revenue\": \"TRUE\", \"PageValues\": \"9.69917706\", \"total_measure\": 809.5, \"share_within_group\": 0.7364272541800657}, {\"Revenue\": \"TRUE\", \"PageValues\": \"14.10053333\", \"total_measure\": 775.5, \"share_within_group\": 0.7054963997734911}, {\"Revenue\": \"TRUE\", \"PageValues\": \"9.641067457\", \"total_measure\": 759.0, \"share_within_group\": 0.6904858380761827}, {\"Revenue\": \"FALSE\", \"PageValues\": \"10.90023366\", \"total_measure\": 2166.5, \"share_within_group\": 0.687511362980265}, {\"Revenue\": \"TRUE\", \"PageValues\": \"20.62474136\", \"total_measure\": 725.5, \"share_within_group\": 0.660009849175587}, {\"Revenue\": \"FALSE\", \"PageValues\": \"0.763828956\", \"total_measure\": 2050.433333, \"share_within_group\": 0.650679074761596}, {\"Revenue\": \"TRUE\", \"PageValues\": \"1.37270775\", \"total_measure\": 704.75, \"share_within_group\": 0.6411329306774569}, {\"Revenue\": \"TRUE\", \"PageValues\": \"2.038399449\", \"total_measure\": 703.5, \"share_within_group\": 0.6399957669125093}, {\"Revenue\": \"TRUE\", \"PageValues\": \"7.231074783\", \"total_measure\": 696.8333333, \"share_within_group\": 0.6339308934691311}, {\"Revenue\": \"TRUE\", \"PageValues\": \"6.324477083\", \"total_measure\": 696.2, \"share_within_group\": 0.6333547305252153}, {\"Revenue\": \"TRUE\", \"PageValues\": \"0.951933747\", \"total_measure\": 693.0, \"share_within_group\": 0.6304435912869495}, {\"Revenue\": \"TRUE\", \"PageValues\": \"3.358133333\", \"total_measure\": 689.8333333, \"share_within_group\": 0.6275627763854246}, {\"Revenue\": \"TRUE\", \"PageValues\": \"48.04390582\", \"total_measure\": 678.0, \"share_within_group\": 0.6167976261075783}, {\"Revenue\": \"TRUE\", \"PageValues\": \"11.92009615\", \"total_measure\": 654.3333333, \"share_within_group\": 0.5952673254609128}, {\"Revenue\": \"TRUE\", \"PageValues\": \"12.76490187\", \"total_measure\": 629.5142857, \"share_within_group\": 0.5726886681719289}, {\"Revenue\": \"TRUE\", \"PageValues\": \"18.36804916\", \"total_measure\": 629.0, \"share_within_group\": 0.5722208065216323}, {\"Revenue\": \"TRUE\", \"PageValues\": \"7.201209277\", \"total_measure\": 627.4583333, \"share_within_group\": 0.5708183045145393}, {\"Revenue\": \"TRUE\", \"PageValues\": \"30.897985\", \"total_measure\": 609.0, \"share_within_group\": 0.5540261862824707}, {\"Revenue\": \"TRUE\", \"PageValues\": \"2.568483894\", \"total_measure\": 608.45, \"share_within_group\": 0.5535258342258939}, {\"Revenue\": \"TRUE\", \"PageValues\": \"17.34893623\", \"total_measure\": 604.8, \"share_within_group\": 0.5502053160322468}, {\"Revenue\": \"TRUE\", \"PageValues\": \"154.0955389\", \"total_measure\": 594.1333333, \"share_within_group\": 0.5405015185410362}, {\"Revenue\": \"TRUE\", \"PageValues\": \"9.294011981\", \"total_measure\": 590.0, \"share_within_group\": 0.5367412970552672}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 26.94}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2670f2e484d9401bb07eef6c9ee10a0fd925d487 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:39:11.489791+00:00", + "ended_at": "2026-05-04T08:39:24.267007+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_326f79906192af37", + "problem_id": "v2p_m6_5071af9deba48b2f", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Revenue, measure_col=Informational_Duration.", + "bindings": { + "group_col": "Revenue", + "measure_col": "Informational_Duration", + "item_col": "PageValues", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_326f79906192af37.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_326f79906192af37", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 21888, + "output_tokens": 238, + "total_tokens": 23228, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 164, + "estimated_total_tokens": 3063, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12718.58, + "sql_execution_elapsed_ms_total": 26.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_326f79906192af37\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfef9981d60d45631903315a655cc16556f4c98e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_326f79906192af37/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:39:24.231492+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12718.58, "started_at": "2026-05-04T08:39:11.494916+00:00", "ended_at": "2026-05-04T08:39:24.213746+00:00", "prompt_metrics": {"chars": 10830, "bytes_utf8": 10830, "lines": 314, "estimated_tokens": 2899}, "response_metrics": {"chars": 654, "bytes_utf8": 654, "lines": 1, "estimated_tokens": 164}, "usage": {"input_tokens": 22990, "cached_input_tokens": 21888, "output_tokens": 238}, "stderr_preview": "2026-05-04T08:39:11.738087Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:39:14.338596Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_36515cbdb32410ca/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_36515cbdb32410ca/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34ab1085b5cff9f68dca95757ded7f2b76f05c66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_36515cbdb32410ca/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_36515cbdb32410ca\n-- problem_id: v2p_m6_15fcd4b69767cf89\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ProductRelated_Duration\",\n COUNT(*) AS support,\n AVG(\"Informational_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ProductRelated_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_36515cbdb32410ca\\n-- problem_id: v2p_m6_15fcd4b69767cf89\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ProductRelated_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ProductRelated_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ProductRelated_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"ProductRelated_Duration\": \"0\", \"support\": 755, \"avg_response\": 0.26258278145695363}, {\"ProductRelated_Duration\": \"17\", \"support\": 21, \"avg_response\": 6.845238095238095}, {\"ProductRelated_Duration\": \"11\", \"support\": 17, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"8\", \"support\": 17, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"15\", \"support\": 16, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"19\", \"support\": 15, \"avg_response\": 0.26666666666666666}, {\"ProductRelated_Duration\": \"12\", \"support\": 15, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"22\", \"support\": 15, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"13\", \"support\": 14, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"7\", \"support\": 14, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"5\", \"support\": 13, \"avg_response\": 2.1846153846153844}, {\"ProductRelated_Duration\": \"14\", \"support\": 13, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"24\", \"support\": 13, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"34\", \"support\": 12, \"avg_response\": 10.416666666666666}, {\"ProductRelated_Duration\": \"25\", \"support\": 12, \"avg_response\": 0.5}, {\"ProductRelated_Duration\": \"59\", \"support\": 12, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"36\", \"support\": 11, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"50\", \"support\": 11, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"64\", \"support\": 10, \"avg_response\": 3.3}, {\"ProductRelated_Duration\": \"96\", \"support\": 10, \"avg_response\": 2.7}, {\"ProductRelated_Duration\": \"108\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"20\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"26\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"4\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"44\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"47\", \"support\": 9, \"avg_response\": 3.4444444444444446}, {\"ProductRelated_Duration\": \"95\", \"support\": 9, \"avg_response\": 2.138888888888889}, {\"ProductRelated_Duration\": \"23\", \"support\": 9, \"avg_response\": 0.7777777777777778}, {\"ProductRelated_Duration\": \"18\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"21\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"28\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"55\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"57\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"60\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"63\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"10\", \"support\": 8, \"avg_response\": 14.6}, {\"ProductRelated_Duration\": \"48\", \"support\": 8, \"avg_response\": 6.5}, {\"ProductRelated_Duration\": \"46\", \"support\": 8, \"avg_response\": 6.25}, {\"ProductRelated_Duration\": \"67\", \"support\": 8, \"avg_response\": 4.0625}, {\"ProductRelated_Duration\": \"105\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"117\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"125\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"16\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"203\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"224\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"42\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"56\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"58\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"62\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"65\", \"support\": 8, \"avg_response\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 16.48}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_36515cbdb32410ca/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_36515cbdb32410ca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..60359e91ca86f6cd455aa1d7cb88662a32c2210d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_36515cbdb32410ca/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.413463+00:00", + "ended_at": "2026-05-04T09:03:22.434372+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_36515cbdb32410ca", + "problem_id": "v2p_m6_15fcd4b69767cf89", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational_Duration, key_col=ProductRelated_Duration.", + "bindings": { + "key_col": "ProductRelated_Duration", + "measure_col": "Informational_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=17", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 17, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_36515cbdb32410ca.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_36515cbdb32410ca/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_36515cbdb32410ca/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_36515cbdb32410ca/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7057c792e4f6330037c6994b16595405982635c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10806, "bytes_utf8": 10806, "lines": 314, "estimated_tokens": 2903}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1900, "bytes_utf8": 1900, "lines": 1, "estimated_tokens": 556}, "usage": {"input_tokens": 22994, "cached_input_tokens": 19840, "output_tokens": 1154}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a9642602864b7d5b19de4593c73f3fe9857878d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_37240321134b5acd", + "api_calls": 0, + "input_tokens": 22994, + "cached_input_tokens": 19840, + "output_tokens": 1154, + "total_tokens": 24148, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2903, + "estimated_output_tokens": 556, + "estimated_total_tokens": 3459, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29813.87, + "sql_execution_elapsed_ms_total": 113.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_37240321134b5acd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2de4865a35383f7dd2cfa4cbff732230a4ac60ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:22:53.026654+00:00", + "ended_at": "2026-05-04T08:23:22.840370+00:00", + "elapsed_ms": 29813.87, + "prompt_metrics": { + "chars": 10806, + "bytes_utf8": 10806, + "lines": 314, + "estimated_tokens": 2903 + }, + "stdout_metrics": { + "chars": 2477, + "bytes_utf8": 2477, + "lines": 4, + "estimated_tokens": 824 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13238 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1900, + "bytes_utf8": 1900, + "lines": 1, + "estimated_tokens": 556 + }, + "usage": { + "input_tokens": 22994, + "cached_input_tokens": 19840, + "output_tokens": 1154 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..286877f55973e2bf3f9b6e8c7582e23904438696 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType, group_col_2=VisitorType, measure_col=ExitRates.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "TrafficType", + "group_col_2": "VisitorType", + "measure_col": "ExitRates", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0163872634ec4fbd2609f6d79ff41a1acb405abd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-43f0-76f0-97c7-caf0d6b1e278"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"VisitorType\\\",\\n CAST(\\\"ExitRates\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"TrafficType\\\" IS NOT NULL\\n AND \\\"VisitorType\\\" IS NOT NULL\\n AND \\\"ExitRates\\\" IS NOT NULL\\n AND TRIM(\\\"ExitRates\\\") <> ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"VisitorType\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"TrafficType\\\", \\\"VisitorType\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"TrafficType\\\", \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"median_calc\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"VisitorType\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN (((\\\"cnt\\\" + 1) / 2), ((\\\"cnt\\\" + 2) / 2))\\n GROUP BY \\\"TrafficType\\\", \\\"VisitorType\\\"\\n),\\n\\\"spread_calc\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"VisitorType\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\"))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"TrafficType\\\", \\\"VisitorType\\\"\\n HAVING COUNT(*) >= 5\\n)\\nSELECT\\n m.\\\"TrafficType\\\",\\n m.\\\"VisitorType\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_calc\\\" AS m\\nJOIN \\\"spread_calc\\\" AS s\\n ON m.\\\"TrafficType\\\" = s.\\\"TrafficType\\\"\\n AND m.\\\"VisitorType\\\" = s.\\\"VisitorType\\\"\\nORDER BY m.\\\"median_measure\\\" DESC;\",\"notes\":\"Adapted the planned template for SQLite by replacing unsupported PERCENTILE_CONT with a window-function median calculation and unsupported STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)). CAST(\\\"ExitRates\\\" AS REAL) is used because the schema stores values as TEXT, and HAVING COUNT(*) >= 5 applies the provided minimum support for a more stable grouped summary.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22994,"cached_input_tokens":19840,"output_tokens":1154}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0629d7478bf2b2faab0ea1ba5ff3af4dc5d961ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"base\" AS (\n SELECT\n \"TrafficType\",\n \"VisitorType\",\n CAST(\"ExitRates\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"TrafficType\" IS NOT NULL\n AND \"VisitorType\" IS NOT NULL\n AND \"ExitRates\" IS NOT NULL\n AND TRIM(\"ExitRates\") <> ''\n),\n\"ranked\" AS (\n SELECT\n \"TrafficType\",\n \"VisitorType\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"TrafficType\", \"VisitorType\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"TrafficType\", \"VisitorType\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"median_calc\" AS (\n SELECT\n \"TrafficType\",\n \"VisitorType\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN (((\"cnt\" + 1) / 2), ((\"cnt\" + 2) / 2))\n GROUP BY \"TrafficType\", \"VisitorType\"\n),\n\"spread_calc\" AS (\n SELECT\n \"TrafficType\",\n \"VisitorType\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\"))\n ELSE 0.0\n END AS \"measure_stddev\"\n FROM \"base\"\n GROUP BY \"TrafficType\", \"VisitorType\"\n HAVING COUNT(*) >= 5\n)\nSELECT\n m.\"TrafficType\",\n m.\"VisitorType\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_calc\" AS m\nJOIN \"spread_calc\" AS s\n ON m.\"TrafficType\" = s.\"TrafficType\"\n AND m.\"VisitorType\" = s.\"VisitorType\"\nORDER BY m.\"median_measure\" DESC;","notes":"Adapted the planned template for SQLite by replacing unsupported PERCENTILE_CONT with a window-function median calculation and unsupported STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)). CAST(\"ExitRates\" AS REAL) is used because the schema stores values as TEXT, and HAVING COUNT(*) >= 5 applies the provided minimum support for a more stable grouped summary."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e59ef63b2c5dbb3136bcbe57646503faaa331bb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:53.236362Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:55.601091Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:22.041701Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9de18a525c9906f239cab865973b04887113ad29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType, group_col_2=VisitorType, measure_col=ExitRates. +Result preview: [{"TrafficType": "1", "VisitorType": "Other", "median_measure": 0.2, "measure_stddev": 0.04665694736494206}, {"TrafficType": "15", "VisitorType": "Returning_Visitor", "median_measure": 0.06827957, "measure_stddev": 0.07212572272460134}, {"TrafficType": "3", "VisitorType": "Other", "median_measure": 0.066666667, "measure_stddev": 0.05810941725404215}, {"TrafficType": "13", "VisitorType": "Returning_Visitor", "median_measure": 0.048529412, "measure_stddev": 0.05872364817292521}, {"TrafficType": "2", "VisitorType": "Other", "median_measure": 0.04, "measure_stddev": 0.055474845375820744}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..625f564fd46a7ca6741a62bc42863eb97d2880e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/generated_sql.sql @@ -0,0 +1,69 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_37240321134b5acd +-- problem_id: v2p_m6_8632f074ac2e5060 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "TrafficType", + "VisitorType", + CAST("ExitRates" AS REAL) AS "measure" + FROM "m6" + WHERE "TrafficType" IS NOT NULL + AND "VisitorType" IS NOT NULL + AND "ExitRates" IS NOT NULL + AND TRIM("ExitRates") <> '' +), +"ranked" AS ( + SELECT + "TrafficType", + "VisitorType", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "TrafficType", "VisitorType" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "TrafficType", "VisitorType" + ) AS "cnt" + FROM "base" +), +"median_calc" AS ( + SELECT + "TrafficType", + "VisitorType", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN ((("cnt" + 1) / 2), (("cnt" + 2) / 2)) + GROUP BY "TrafficType", "VisitorType" +), +"spread_calc" AS ( + SELECT + "TrafficType", + "VisitorType", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) + ELSE 0.0 + END AS "measure_stddev" + FROM "base" + GROUP BY "TrafficType", "VisitorType" + HAVING COUNT(*) >= 5 +) +SELECT + m."TrafficType", + m."VisitorType", + m."median_measure", + s."measure_stddev" +FROM "median_calc" AS m +JOIN "spread_calc" AS s + ON m."TrafficType" = s."TrafficType" + AND m."VisitorType" = s."VisitorType" +ORDER BY m."median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9134292b92056d7c6f9b77254bc11b4eca21e59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"base\" AS (\n SELECT\n \"TrafficType\",\n \"VisitorType\",\n CAST(\"ExitRates\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"TrafficType\" IS NOT NULL\n AND \"VisitorType\" IS NOT NULL\n AND \"ExitRates\" IS NOT NULL\n AND TRIM(\"ExitRates\") <> ''\n),\n\"ranked\" AS (\n SELECT\n \"TrafficType\",\n \"VisitorType\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"TrafficType\", \"VisitorType\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"TrafficType\", \"VisitorType\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"median_calc\" AS (\n SELECT\n \"TrafficType\",\n \"VisitorType\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN (((\"cnt\" + 1) / 2), ((\"cnt\" + 2) / 2))\n GROUP BY \"TrafficType\", \"VisitorType\"\n),\n\"spread_calc\" AS (\n SELECT\n \"TrafficType\",\n \"VisitorType\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\"))\n ELSE 0.0\n END AS \"measure_stddev\"\n FROM \"base\"\n GROUP BY \"TrafficType\", \"VisitorType\"\n HAVING COUNT(*) >= 5\n)\nSELECT\n m.\"TrafficType\",\n m.\"VisitorType\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_calc\" AS m\nJOIN \"spread_calc\" AS s\n ON m.\"TrafficType\" = s.\"TrafficType\"\n AND m.\"VisitorType\" = s.\"VisitorType\"\nORDER BY m.\"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"VisitorType\\\",\\n CAST(\\\"ExitRates\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"TrafficType\\\" IS NOT NULL\\n AND \\\"VisitorType\\\" IS NOT NULL\\n AND \\\"ExitRates\\\" IS NOT NULL\\n AND TRIM(\\\"ExitRates\\\") <> ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"VisitorType\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"TrafficType\\\", \\\"VisitorType\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"TrafficType\\\", \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"median_calc\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"VisitorType\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN (((\\\"cnt\\\" + 1) / 2), ((\\\"cnt\\\" + 2) / 2))\\n GROUP BY \\\"TrafficType\\\", \\\"VisitorType\\\"\\n),\\n\\\"spread_calc\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"VisitorType\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\"))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"TrafficType\\\", \\\"VisitorType\\\"\\n HAVING COUNT(*) >= 5\\n)\\nSELECT\\n m.\\\"TrafficType\\\",\\n m.\\\"VisitorType\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_calc\\\" AS m\\nJOIN \\\"spread_calc\\\" AS s\\n ON m.\\\"TrafficType\\\" = s.\\\"TrafficType\\\"\\n AND m.\\\"VisitorType\\\" = s.\\\"VisitorType\\\"\\nORDER BY m.\\\"median_measure\\\" DESC;\", \"columns\": [\"TrafficType\", \"VisitorType\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"TrafficType\": \"1\", \"VisitorType\": \"Other\", \"median_measure\": 0.2, \"measure_stddev\": 0.04665694736494206}, {\"TrafficType\": \"15\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.06827957, \"measure_stddev\": 0.07212572272460134}, {\"TrafficType\": \"3\", \"VisitorType\": \"Other\", \"median_measure\": 0.066666667, \"measure_stddev\": 0.05810941725404215}, {\"TrafficType\": \"13\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.048529412, \"measure_stddev\": 0.05872364817292521}, {\"TrafficType\": \"2\", \"VisitorType\": \"Other\", \"median_measure\": 0.04, \"measure_stddev\": 0.055474845375820744}, {\"TrafficType\": \"3\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.037037037, \"measure_stddev\": 0.0564703531973732}, {\"TrafficType\": \"19\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0368518515, \"measure_stddev\": 0.047937151761009}, {\"TrafficType\": \"18\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.03627451, \"measure_stddev\": 0.0605832527071408}, {\"TrafficType\": \"1\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.034416667, \"measure_stddev\": 0.055558292783411775}, {\"TrafficType\": \"20\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.033333333, \"measure_stddev\": 0.05806211834331822}, {\"TrafficType\": \"11\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.033015873, \"measure_stddev\": 0.05075317428385131}, {\"TrafficType\": \"6\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.032765957, \"measure_stddev\": 0.048396452351422786}, {\"TrafficType\": \"13\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.028205128, \"measure_stddev\": 0.06558611357754417}, {\"TrafficType\": \"7\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.02454844, \"measure_stddev\": 0.018761663382874865}, {\"TrafficType\": \"10\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.023529412, \"measure_stddev\": 0.04266421964727431}, {\"TrafficType\": \"4\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.023529412, \"measure_stddev\": 0.04204564978363242}, {\"TrafficType\": \"5\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.022309027500000002, \"measure_stddev\": 0.04814669164042622}, {\"TrafficType\": \"8\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.021383648, \"measure_stddev\": 0.033368337767542965}, {\"TrafficType\": \"9\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.021269841, \"measure_stddev\": 0.06711691529266661}, {\"TrafficType\": \"2\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.020582057, \"measure_stddev\": 0.031626550046398506}, {\"TrafficType\": \"20\", \"VisitorType\": \"Other\", \"median_measure\": 0.020526316000000003, \"measure_stddev\": 0.05976229896177148}, {\"TrafficType\": \"14\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0182286635, \"measure_stddev\": 0.018550453222218974}, {\"TrafficType\": \"6\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0154761905, \"measure_stddev\": 0.03166735786279943}, {\"TrafficType\": \"8\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.015450311, \"measure_stddev\": 0.039385613215794334}, {\"TrafficType\": \"5\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.015384615, \"measure_stddev\": 0.023158119090079362}, {\"TrafficType\": \"20\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.015, \"measure_stddev\": 0.016819398631877418}, {\"TrafficType\": \"11\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.014285714, \"measure_stddev\": 0.022100617590314744}, {\"TrafficType\": \"1\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.013793103, \"measure_stddev\": 0.058802444501939534}, {\"TrafficType\": \"3\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0135507245, \"measure_stddev\": 0.04873409110210446}, {\"TrafficType\": \"9\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.013333333, \"measure_stddev\": 0.012688536498319141}, {\"TrafficType\": \"2\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0125, \"measure_stddev\": 0.020008277369276756}, {\"TrafficType\": \"4\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.011111111, \"measure_stddev\": 0.022236138408177727}, {\"TrafficType\": \"10\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.010025063, \"measure_stddev\": 0.017035332740135987}, {\"TrafficType\": \"7\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.008, \"measure_stddev\": 0.013164034583883611}], \"row_count_returned\": 34, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 113.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2058d57362388871c77b3e7ad126f9477885fc8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:22:53.023544+00:00", + "ended_at": "2026-05-04T08:23:22.991219+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_37240321134b5acd", + "problem_id": "v2p_m6_8632f074ac2e5060", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType, group_col_2=VisitorType, measure_col=ExitRates.", + "bindings": { + "group_col": "TrafficType", + "group_col_2": "VisitorType", + "measure_col": "ExitRates", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_37240321134b5acd.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_37240321134b5acd", + "api_calls": 0, + "input_tokens": 22994, + "cached_input_tokens": 19840, + "output_tokens": 1154, + "total_tokens": 24148, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2903, + "estimated_output_tokens": 556, + "estimated_total_tokens": 3459, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29813.87, + "sql_execution_elapsed_ms_total": 113.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_37240321134b5acd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a41f70915f9cb7fcd14e9b53ccf4fdfc8382ca60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:22.868953+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 29813.87, "started_at": "2026-05-04T08:22:53.026654+00:00", "ended_at": "2026-05-04T08:23:22.840370+00:00", "prompt_metrics": {"chars": 10806, "bytes_utf8": 10806, "lines": 314, "estimated_tokens": 2903}, "response_metrics": {"chars": 1900, "bytes_utf8": 1900, "lines": 1, "estimated_tokens": 556}, "usage": {"input_tokens": 22994, "cached_input_tokens": 19840, "output_tokens": 1154}, "stderr_preview": "2026-05-04T08:22:53.236362Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:55.601091Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"VisitorType\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"TrafficType\\\", \\\"VisitorType\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"TrafficType\\\", \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"median_calc\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"VisitorType\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN (((\\\"cnt\\\" + 1) / 2), ((\\\"cnt\\\" + 2) / 2))\\n GROUP BY \\\"TrafficType\\\", \\\"VisitorType\\\"\\n),\\n\\\"spread_calc\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"VisitorType\\\",\\"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ea6d391843d31c7c822fdf61d43f552438091c38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_37240321134b5acd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_37240321134b5acd", + "api_calls": 0, + "input_tokens": 22994, + "cached_input_tokens": 19840, + "output_tokens": 1154, + "total_tokens": 24148, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2903, + "estimated_output_tokens": 556, + "estimated_total_tokens": 3459, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29813.87, + "sql_execution_elapsed_ms_total": 113.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_37240321134b5acd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_375084e33665fffb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_375084e33665fffb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1379b1f8ccbc18acd19a61035034aedfb95a1fed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_375084e33665fffb/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 11079, "support_share": 0.8985401459854014, "support_rank": 1}, {"value_label": "0.6", "support": 351, "support_share": 0.02846715328467153, "support_rank": 2}, {"value_label": "0.8", "support": 325, "support_share": 0.026358475263584754, "support_rank": 3}, {"value_label": "0.4", "support": 243, "support_share": 0.01970802919708029, "support_rank": 4}, {"value_label": "0.2", "support": 178, "support_share": 0.014436334144363341, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_375084e33665fffb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_375084e33665fffb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..59364d2d568978026d6a07a44df573150f578fc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_375084e33665fffb/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_375084e33665fffb +-- problem_id: v2p_m6_33601f9f46e5b513 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "SpecialDay" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "SpecialDay" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_375084e33665fffb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_375084e33665fffb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcf4562e09b45f5fa165883c36c8028832ec52df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_375084e33665fffb/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m6_375084e33665fffb\n-- problem_id: v2p_m6_33601f9f46e5b513\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"SpecialDay\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"SpecialDay\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m6_375084e33665fffb\\n-- problem_id: v2p_m6_33601f9f46e5b513\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"SpecialDay\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"SpecialDay\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0\", \"support\": 11079, \"support_share\": 0.8985401459854014, \"support_rank\": 1}, {\"value_label\": \"0.6\", \"support\": 351, \"support_share\": 0.02846715328467153, \"support_rank\": 2}, {\"value_label\": \"0.8\", \"support\": 325, \"support_share\": 0.026358475263584754, \"support_rank\": 3}, {\"value_label\": \"0.4\", \"support\": 243, \"support_share\": 0.01970802919708029, \"support_rank\": 4}, {\"value_label\": \"0.2\", \"support\": 178, \"support_share\": 0.014436334144363341, \"support_rank\": 5}, {\"value_label\": \"1\", \"support\": 154, \"support_share\": 0.012489862124898622, \"support_rank\": 6}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_375084e33665fffb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_375084e33665fffb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3873c157c0eddb98a7148a9f7ffe4ea2cb355dd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_375084e33665fffb/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.026763+00:00", + "ended_at": "2026-05-04T09:03:22.036853+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_375084e33665fffb", + "problem_id": "v2p_m6_33601f9f46e5b513", + "dataset_id": "m6", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=SpecialDay.", + "bindings": { + "group_col": "SpecialDay" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_375084e33665fffb.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_375084e33665fffb/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_375084e33665fffb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_375084e33665fffb/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c01c901af8193e7dbffb8ac3a049d99a05dfa6dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10813, "bytes_utf8": 10813, "lines": 314, "estimated_tokens": 2900}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1870, "bytes_utf8": 1870, "lines": 1, "estimated_tokens": 550}, "usage": {"input_tokens": 22991, "cached_input_tokens": 19840, "output_tokens": 1072}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6d197ef4c4bebbc046a8b890ef49f91948ea7326 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3858ddbe4ca2f72d", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 19840, + "output_tokens": 1072, + "total_tokens": 24063, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 550, + "estimated_total_tokens": 3450, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29470.25, + "sql_execution_elapsed_ms_total": 81.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_3858ddbe4ca2f72d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..359e4b3248ed10b4a41a2be78b45807b155b39ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:24:22.829632+00:00", + "ended_at": "2026-05-04T08:24:52.302576+00:00", + "elapsed_ms": 29470.25, + "prompt_metrics": { + "chars": 10813, + "bytes_utf8": 10813, + "lines": 314, + "estimated_tokens": 2900 + }, + "stdout_metrics": { + "chars": 2502, + "bytes_utf8": 2502, + "lines": 4, + "estimated_tokens": 843 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13166 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1870, + "bytes_utf8": 1870, + "lines": 1, + "estimated_tokens": 550 + }, + "usage": { + "input_tokens": 22991, + "cached_input_tokens": 19840, + "output_tokens": 1072 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8aaa99a11dfe065160f3471c5fc0f66c3bef16c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=VisitorType, group_col_2=Weekend, measure_col=OperatingSystems.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "VisitorType", + "group_col_2": "Weekend", + "measure_col": "OperatingSystems", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b575514de1f6638b54f90d5a6256450c4a899f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-a2bc-73c1-8d21-81f13feaa032"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Weekend\\\",\\n CAST(\\\"OperatingSystems\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" IS NOT NULL\\n AND \\\"Weekend\\\" IS NOT NULL\\n AND \\\"OperatingSystems\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Weekend\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"medians\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Weekend\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n),\\n\\\"dispersion\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Weekend\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN\\n ((SUM(\\\"measure\\\" * \\\"measure\\\") - (SUM(\\\"measure\\\") * SUM(\\\"measure\\\")) / COUNT(*)) / (COUNT(*) - 1))\\n ELSE NULL\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n)\\nSELECT\\n \\\"m\\\".\\\"VisitorType\\\",\\n \\\"m\\\".\\\"Weekend\\\",\\n \\\"m\\\".\\\"median_measure\\\",\\n \\\"d\\\".\\\"measure_stddev\\\"\\nFROM \\\"medians\\\" AS \\\"m\\\"\\nJOIN \\\"dispersion\\\" AS \\\"d\\\"\\n ON \\\"m\\\".\\\"VisitorType\\\" = \\\"d\\\".\\\"VisitorType\\\"\\n AND \\\"m\\\".\\\"Weekend\\\" = \\\"d\\\".\\\"Weekend\\\"\\nORDER BY \\\"m\\\".\\\"median_measure\\\" DESC;\",\"notes\":\"Used the requested template bindings on \\\"m6\\\" with \\\"VisitorType\\\" and \\\"Weekend\\\" as grouping columns and CAST(\\\"OperatingSystems\\\" AS REAL) as the measure. Because SQLite does not support PERCENTILE_CONT or STDDEV, the query computes the median via window functions and returns sample variance as a dispersion proxy in the \\\"measure_stddev\\\" column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22991,"cached_input_tokens":19840,"output_tokens":1072}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f43787c33bd458fa0a959d819a1483cc71ffb09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"base\" AS (\n SELECT\n \"VisitorType\",\n \"Weekend\",\n CAST(\"OperatingSystems\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"VisitorType\" IS NOT NULL\n AND \"Weekend\" IS NOT NULL\n AND \"OperatingSystems\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"VisitorType\",\n \"Weekend\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"VisitorType\", \"Weekend\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"VisitorType\", \"Weekend\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"medians\" AS (\n SELECT\n \"VisitorType\",\n \"Weekend\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"VisitorType\", \"Weekend\"\n),\n\"dispersion\" AS (\n SELECT\n \"VisitorType\",\n \"Weekend\",\n CASE\n WHEN COUNT(*) > 1 THEN\n ((SUM(\"measure\" * \"measure\") - (SUM(\"measure\") * SUM(\"measure\")) / COUNT(*)) / (COUNT(*) - 1))\n ELSE NULL\n END AS \"measure_stddev\"\n FROM \"base\"\n GROUP BY \"VisitorType\", \"Weekend\"\n)\nSELECT\n \"m\".\"VisitorType\",\n \"m\".\"Weekend\",\n \"m\".\"median_measure\",\n \"d\".\"measure_stddev\"\nFROM \"medians\" AS \"m\"\nJOIN \"dispersion\" AS \"d\"\n ON \"m\".\"VisitorType\" = \"d\".\"VisitorType\"\n AND \"m\".\"Weekend\" = \"d\".\"Weekend\"\nORDER BY \"m\".\"median_measure\" DESC;","notes":"Used the requested template bindings on \"m6\" with \"VisitorType\" and \"Weekend\" as grouping columns and CAST(\"OperatingSystems\" AS REAL) as the measure. Because SQLite does not support PERCENTILE_CONT or STDDEV, the query computes the median via window functions and returns sample variance as a dispersion proxy in the \"measure_stddev\" column."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad5da0346e7079d23739423aa0a0aa0e152daf97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:23.034003Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:25.751656Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:51.372176Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a17c77c0a5d95ea81645c8a674f7d19534d15c92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=VisitorType, group_col_2=Weekend, measure_col=OperatingSystems. +Result preview: [{"VisitorType": "Other", "Weekend": "FALSE", "median_measure": 8.0, "measure_stddev": 8.168664668664672}, {"VisitorType": "New_Visitor", "Weekend": "FALSE", "median_measure": 2.0, "measure_stddev": 0.692750557623338}, {"VisitorType": "New_Visitor", "Weekend": "TRUE", "median_measure": 2.0, "measure_stddev": 0.9112603838191491}, {"VisitorType": "Other", "Weekend": "TRUE", "median_measure": 2.0, "measure_stddev": 8.904761904761905}, {"VisitorType": "Returning_Visitor", "Weekend": "FALSE", "median_measure": 2.0, "measure_stddev": 0.6231492675122462}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0db2831df814d6de008fae7fa715b65563207b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/generated_sql.sql @@ -0,0 +1,68 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_3858ddbe4ca2f72d +-- problem_id: v2p_m6_a2cdd3b7cf3cd66e +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "VisitorType", + "Weekend", + CAST("OperatingSystems" AS REAL) AS "measure" + FROM "m6" + WHERE "VisitorType" IS NOT NULL + AND "Weekend" IS NOT NULL + AND "OperatingSystems" IS NOT NULL +), +"ranked" AS ( + SELECT + "VisitorType", + "Weekend", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "VisitorType", "Weekend" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "VisitorType", "Weekend" + ) AS "cnt" + FROM "base" +), +"medians" AS ( + SELECT + "VisitorType", + "Weekend", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "VisitorType", "Weekend" +), +"dispersion" AS ( + SELECT + "VisitorType", + "Weekend", + CASE + WHEN COUNT(*) > 1 THEN + ((SUM("measure" * "measure") - (SUM("measure") * SUM("measure")) / COUNT(*)) / (COUNT(*) - 1)) + ELSE NULL + END AS "measure_stddev" + FROM "base" + GROUP BY "VisitorType", "Weekend" +) +SELECT + "m"."VisitorType", + "m"."Weekend", + "m"."median_measure", + "d"."measure_stddev" +FROM "medians" AS "m" +JOIN "dispersion" AS "d" + ON "m"."VisitorType" = "d"."VisitorType" + AND "m"."Weekend" = "d"."Weekend" +ORDER BY "m"."median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fad83ac2dfa0eb4b6b21923757d1c794d2a4a4aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"base\" AS (\n SELECT\n \"VisitorType\",\n \"Weekend\",\n CAST(\"OperatingSystems\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"VisitorType\" IS NOT NULL\n AND \"Weekend\" IS NOT NULL\n AND \"OperatingSystems\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"VisitorType\",\n \"Weekend\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"VisitorType\", \"Weekend\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"VisitorType\", \"Weekend\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"medians\" AS (\n SELECT\n \"VisitorType\",\n \"Weekend\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"VisitorType\", \"Weekend\"\n),\n\"dispersion\" AS (\n SELECT\n \"VisitorType\",\n \"Weekend\",\n CASE\n WHEN COUNT(*) > 1 THEN\n ((SUM(\"measure\" * \"measure\") - (SUM(\"measure\") * SUM(\"measure\")) / COUNT(*)) / (COUNT(*) - 1))\n ELSE NULL\n END AS \"measure_stddev\"\n FROM \"base\"\n GROUP BY \"VisitorType\", \"Weekend\"\n)\nSELECT\n \"m\".\"VisitorType\",\n \"m\".\"Weekend\",\n \"m\".\"median_measure\",\n \"d\".\"measure_stddev\"\nFROM \"medians\" AS \"m\"\nJOIN \"dispersion\" AS \"d\"\n ON \"m\".\"VisitorType\" = \"d\".\"VisitorType\"\n AND \"m\".\"Weekend\" = \"d\".\"Weekend\"\nORDER BY \"m\".\"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Weekend\\\",\\n CAST(\\\"OperatingSystems\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" IS NOT NULL\\n AND \\\"Weekend\\\" IS NOT NULL\\n AND \\\"OperatingSystems\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Weekend\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"medians\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Weekend\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n),\\n\\\"dispersion\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Weekend\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN\\n ((SUM(\\\"measure\\\" * \\\"measure\\\") - (SUM(\\\"measure\\\") * SUM(\\\"measure\\\")) / COUNT(*)) / (COUNT(*) - 1))\\n ELSE NULL\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n)\\nSELECT\\n \\\"m\\\".\\\"VisitorType\\\",\\n \\\"m\\\".\\\"Weekend\\\",\\n \\\"m\\\".\\\"median_measure\\\",\\n \\\"d\\\".\\\"measure_stddev\\\"\\nFROM \\\"medians\\\" AS \\\"m\\\"\\nJOIN \\\"dispersion\\\" AS \\\"d\\\"\\n ON \\\"m\\\".\\\"VisitorType\\\" = \\\"d\\\".\\\"VisitorType\\\"\\n AND \\\"m\\\".\\\"Weekend\\\" = \\\"d\\\".\\\"Weekend\\\"\\nORDER BY \\\"m\\\".\\\"median_measure\\\" DESC;\", \"columns\": [\"VisitorType\", \"Weekend\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"VisitorType\": \"Other\", \"Weekend\": \"FALSE\", \"median_measure\": 8.0, \"measure_stddev\": 8.168664668664672}, {\"VisitorType\": \"New_Visitor\", \"Weekend\": \"FALSE\", \"median_measure\": 2.0, \"measure_stddev\": 0.692750557623338}, {\"VisitorType\": \"New_Visitor\", \"Weekend\": \"TRUE\", \"median_measure\": 2.0, \"measure_stddev\": 0.9112603838191491}, {\"VisitorType\": \"Other\", \"Weekend\": \"TRUE\", \"median_measure\": 2.0, \"measure_stddev\": 8.904761904761905}, {\"VisitorType\": \"Returning_Visitor\", \"Weekend\": \"FALSE\", \"median_measure\": 2.0, \"measure_stddev\": 0.6231492675122462}, {\"VisitorType\": \"Returning_Visitor\", \"Weekend\": \"TRUE\", \"median_measure\": 2.0, \"measure_stddev\": 0.8280000394954316}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 81.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f4fa420f051a9311bc879cd434e2bbd66a224246 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:24:22.826341+00:00", + "ended_at": "2026-05-04T08:24:52.413040+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_3858ddbe4ca2f72d", + "problem_id": "v2p_m6_a2cdd3b7cf3cd66e", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=VisitorType, group_col_2=Weekend, measure_col=OperatingSystems.", + "bindings": { + "group_col": "VisitorType", + "group_col_2": "Weekend", + "measure_col": "OperatingSystems", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_3858ddbe4ca2f72d.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3858ddbe4ca2f72d", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 19840, + "output_tokens": 1072, + "total_tokens": 24063, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 550, + "estimated_total_tokens": 3450, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29470.25, + "sql_execution_elapsed_ms_total": 81.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_3858ddbe4ca2f72d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..520437d1850b6ded89c73d2cc073a2518debe6e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:52.323717+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 29470.25, "started_at": "2026-05-04T08:24:22.829632+00:00", "ended_at": "2026-05-04T08:24:52.302576+00:00", "prompt_metrics": {"chars": 10813, "bytes_utf8": 10813, "lines": 314, "estimated_tokens": 2900}, "response_metrics": {"chars": 1870, "bytes_utf8": 1870, "lines": 1, "estimated_tokens": 550}, "usage": {"input_tokens": 22991, "cached_input_tokens": 19840, "output_tokens": 1072}, "stderr_preview": "2026-05-04T08:24:23.034003Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:25.751656Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 1 THEN\\n ((SUM(\\\"measu"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..250db49e706a79cb146e9562b2b9bbad7df1029c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3858ddbe4ca2f72d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3858ddbe4ca2f72d", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 19840, + "output_tokens": 1072, + "total_tokens": 24063, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 550, + "estimated_total_tokens": 3450, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29470.25, + "sql_execution_elapsed_ms_total": 81.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_3858ddbe4ca2f72d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cedbe357dacbf66f5e18f0f9396c5f210359c907 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10603, "bytes_utf8": 10603, "lines": 312, "estimated_tokens": 2817}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1060, "bytes_utf8": 1060, "lines": 1, "estimated_tokens": 292}, "usage": {"input_tokens": 22908, "cached_input_tokens": 21888, "output_tokens": 427}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..92f8580f8a24918390b4ab46ac2011145969b8d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_38a51ec5e727aa52", + "api_calls": 0, + "input_tokens": 22908, + "cached_input_tokens": 21888, + "output_tokens": 427, + "total_tokens": 23335, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2817, + "estimated_output_tokens": 292, + "estimated_total_tokens": 3109, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17218.88, + "sql_execution_elapsed_ms_total": 53.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_38a51ec5e727aa52\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0ba66ff7a552fa199dad5e60bebc0b28f5feecf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:53:19.004691+00:00", + "ended_at": "2026-05-04T08:53:36.223805+00:00", + "elapsed_ms": 17218.88, + "prompt_metrics": { + "chars": 10603, + "bytes_utf8": 10603, + "lines": 312, + "estimated_tokens": 2817 + }, + "stdout_metrics": { + "chars": 1498, + "bytes_utf8": 1498, + "lines": 4, + "estimated_tokens": 466 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13207 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1060, + "bytes_utf8": 1060, + "lines": 1, + "estimated_tokens": 292 + }, + "usage": { + "input_tokens": 22908, + "cached_input_tokens": 21888, + "output_tokens": 427 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9b1abf09ddac493a131c4c306f25a7eb615d0e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Month, measure_col=Administrative_Duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Month", + "measure_col": "Administrative_Duration", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 56.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5416010910a0678f0375a57d50a149d92eb20206 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-20a9-7723-9c42-af3f80f9a568"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\"\\n ORDER BY CAST(\\\"Administrative_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative_Duration\\\" IS NOT NULL\\n AND TRIM(\\\"Administrative_Duration\\\") <> ''\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Adapted the planned percentile template for SQLite by replacing PERCENTILE_CONT with a window-function based 95th-percentile rank approximation and casting \\\"Administrative_Duration\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22908,"cached_input_tokens":21888,"output_tokens":427}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7cb731d2cf9e994b63457c21b2b500832d12e38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n CAST(\"Administrative_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\"\n ORDER BY CAST(\"Administrative_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Administrative_Duration\" IS NOT NULL\n AND TRIM(\"Administrative_Duration\") <> ''\n),\n\"percentile_rows\" AS (\n SELECT\n \"Month\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Month\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Adapted the planned percentile template for SQLite by replacing PERCENTILE_CONT with a window-function based 95th-percentile rank approximation and casting \"Administrative_Duration\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d5315f9d18b82976d9b73f0de1a6627c2aa59e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:53:19.191262Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:21.657320Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:35.222156Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f20f602fa3220cc1bcd72fc2949d0157bdaae4b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Month, measure_col=Administrative_Duration. +Result preview: [{"Month": "Oct", "percentile_measure": 445.35}, {"Month": "Aug", "percentile_measure": 400.65}, {"Month": "Nov", "percentile_measure": 395.8785714}, {"Month": "Sep", "percentile_measure": 381.8}, {"Month": "Jul", "percentile_measure": 322.35}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..510f1516a0288fa7fb8851ee7cda474d09f05796 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_38a51ec5e727aa52 +-- problem_id: v2p_m6_89d96f6348a97e28 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + CAST("Administrative_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Month" + ORDER BY CAST("Administrative_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month" + ) AS "cnt" + FROM "m6" + WHERE "Administrative_Duration" IS NOT NULL + AND TRIM("Administrative_Duration") <> '' +), +"percentile_rows" AS ( + SELECT + "Month", + "measure_value", + "rn", + "cnt", + CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "Month", + "measure_value" AS "percentile_measure" +FROM "percentile_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c784f183ccf4ae8b1517742ed3d2f2003ff5349 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n CAST(\"Administrative_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\"\n ORDER BY CAST(\"Administrative_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Administrative_Duration\" IS NOT NULL\n AND TRIM(\"Administrative_Duration\") <> ''\n),\n\"percentile_rows\" AS (\n SELECT\n \"Month\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Month\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\"\\n ORDER BY CAST(\\\"Administrative_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative_Duration\\\" IS NOT NULL\\n AND TRIM(\\\"Administrative_Duration\\\") <> ''\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Month\", \"percentile_measure\"], \"rows\": [{\"Month\": \"Oct\", \"percentile_measure\": 445.35}, {\"Month\": \"Aug\", \"percentile_measure\": 400.65}, {\"Month\": \"Nov\", \"percentile_measure\": 395.8785714}, {\"Month\": \"Sep\", \"percentile_measure\": 381.8}, {\"Month\": \"Jul\", \"percentile_measure\": 322.35}, {\"Month\": \"Dec\", \"percentile_measure\": 319.8333333}, {\"Month\": \"May\", \"percentile_measure\": 318.0}, {\"Month\": \"Mar\", \"percentile_measure\": 311.4090909}, {\"Month\": \"June\", \"percentile_measure\": 294.6587879}, {\"Month\": \"Feb\", \"percentile_measure\": 61.0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 53.57}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..441154b00aaee5ba10c79e71388708c271c944a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:53:19.000809+00:00", + "ended_at": "2026-05-04T08:53:36.304449+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_38a51ec5e727aa52", + "problem_id": "v2p_m6_89d96f6348a97e28", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Month, measure_col=Administrative_Duration.", + "bindings": { + "group_col": "Month", + "measure_col": "Administrative_Duration", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 56.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_38a51ec5e727aa52.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_38a51ec5e727aa52", + "api_calls": 0, + "input_tokens": 22908, + "cached_input_tokens": 21888, + "output_tokens": 427, + "total_tokens": 23335, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2817, + "estimated_output_tokens": 292, + "estimated_total_tokens": 3109, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17218.88, + "sql_execution_elapsed_ms_total": 53.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_38a51ec5e727aa52\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5018e0680799f7cab48fe9e9554f6dc893312886 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:36.241398+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17218.88, "started_at": "2026-05-04T08:53:19.004691+00:00", "ended_at": "2026-05-04T08:53:36.223805+00:00", "prompt_metrics": {"chars": 10603, "bytes_utf8": 10603, "lines": 312, "estimated_tokens": 2817}, "response_metrics": {"chars": 1060, "bytes_utf8": 1060, "lines": 1, "estimated_tokens": 292}, "usage": {"input_tokens": 22908, "cached_input_tokens": 21888, "output_tokens": 427}, "stderr_preview": "2026-05-04T08:53:19.191262Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:21.657320Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Adapted the planned percentile template for SQLite by replacing PERCENTILE_CONT with a window-function based 95th-percentile rank approximation "} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..80f1184c72df5ee839e7e69417330019e4211f84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_38a51ec5e727aa52/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_38a51ec5e727aa52", + "api_calls": 0, + "input_tokens": 22908, + "cached_input_tokens": 21888, + "output_tokens": 427, + "total_tokens": 23335, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2817, + "estimated_output_tokens": 292, + "estimated_total_tokens": 3109, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17218.88, + "sql_execution_elapsed_ms_total": 53.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_38a51ec5e727aa52\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05cd070024c4069c5231e6c56652720f58b63d37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10651, "bytes_utf8": 10651, "lines": 315, "estimated_tokens": 2842}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22933, "cached_input_tokens": 21888, "output_tokens": 161}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ab32e0cf17a3bc04213dd5d420a820024f0f7ad1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_393e42a5a41a4430", + "api_calls": 0, + "input_tokens": 22933, + "cached_input_tokens": 21888, + "output_tokens": 161, + "total_tokens": 23094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2842, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2954, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12745.75, + "sql_execution_elapsed_ms_total": 8.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_393e42a5a41a4430\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a6720a16cbc3f7e9d1d24fce336da86d4b39c12c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:28:41.160226+00:00", + "ended_at": "2026-05-04T08:28:53.905799+00:00", + "elapsed_ms": 12745.75, + "prompt_metrics": { + "chars": 10651, + "bytes_utf8": 10651, + "lines": 315, + "estimated_tokens": 2842 + }, + "stdout_metrics": { + "chars": 777, + "bytes_utf8": 777, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13232 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 452, + "bytes_utf8": 452, + "lines": 1, + "estimated_tokens": 112 + }, + "usage": { + "input_tokens": 22933, + "cached_input_tokens": 21888, + "output_tokens": 161 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2057b4ee8d3edb52060b56e7ea15971b26f6abdf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Browser, condition_col=SpecialDay.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Browser", + "condition_col": "SpecialDay", + "condition_value": "0.6", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6258411c91490eace1c46b5f86e361eb4aa055fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-93d3-7902-af66-853137d0ffb6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Browser\\\",\\n AVG(CASE WHEN \\\"SpecialDay\\\" = '0.6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"Browser\\\" and condition_col=\\\"SpecialDay\\\". Compared against text literal '0.6' because the schema snapshot shows these fields stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22933,"cached_input_tokens":21888,"output_tokens":161}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecbd4b79a88b121cec16bdec20c63f05a57dade2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Browser\",\n AVG(CASE WHEN \"SpecialDay\" = '0.6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"Browser\" and condition_col=\"SpecialDay\". Compared against text literal '0.6' because the schema snapshot shows these fields stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..072cf1c3fb8f45993d632513549996c278bc01e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:41.365991Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:43.799026Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:53.231510Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c72bae9a9ef9ea8cd11cb4f3a41f190042b48890 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Browser, condition_col=SpecialDay. +Result preview: [{"Browser": "10", "condition_rate": 0.04294478527607362}, {"Browser": "5", "condition_rate": 0.03854389721627409}, {"Browser": "6", "condition_rate": 0.034482758620689655}, {"Browser": "4", "condition_rate": 0.033967391304347824}, {"Browser": "3", "condition_rate": 0.02857142857142857}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..929bb707af9b76aa68e2585b1f4f45b0e90c5452 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_393e42a5a41a4430 +-- problem_id: v2p_m6_e1d6a7dfe26cdbce +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", + AVG(CASE WHEN "SpecialDay" = '0.6' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Browser" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a551eda26b2190f59c7c0e403b0a48ec0cc13309 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Browser\",\n AVG(CASE WHEN \"SpecialDay\" = '0.6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Browser\\\",\\n AVG(CASE WHEN \\\"SpecialDay\\\" = '0.6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Browser\", \"condition_rate\"], \"rows\": [{\"Browser\": \"10\", \"condition_rate\": 0.04294478527607362}, {\"Browser\": \"5\", \"condition_rate\": 0.03854389721627409}, {\"Browser\": \"6\", \"condition_rate\": 0.034482758620689655}, {\"Browser\": \"4\", \"condition_rate\": 0.033967391304347824}, {\"Browser\": \"3\", \"condition_rate\": 0.02857142857142857}, {\"Browser\": \"2\", \"condition_rate\": 0.028137168697399823}, {\"Browser\": \"1\", \"condition_rate\": 0.025995125913891144}, {\"Browser\": \"8\", \"condition_rate\": 0.022222222222222223}, {\"Browser\": \"7\", \"condition_rate\": 0.02040816326530612}, {\"Browser\": \"9\", \"condition_rate\": 0.0}, {\"Browser\": \"13\", \"condition_rate\": 0.0}, {\"Browser\": \"12\", \"condition_rate\": 0.0}, {\"Browser\": \"11\", \"condition_rate\": 0.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..79f0b75368c483c0588e451c07542ef4199adbc5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:28:41.156093+00:00", + "ended_at": "2026-05-04T08:28:53.943119+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_393e42a5a41a4430", + "problem_id": "v2p_m6_e1d6a7dfe26cdbce", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Browser, condition_col=SpecialDay.", + "bindings": { + "group_col": "Browser", + "condition_col": "SpecialDay", + "condition_value": "0.6", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_393e42a5a41a4430.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_393e42a5a41a4430", + "api_calls": 0, + "input_tokens": 22933, + "cached_input_tokens": 21888, + "output_tokens": 161, + "total_tokens": 23094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2842, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2954, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12745.75, + "sql_execution_elapsed_ms_total": 8.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_393e42a5a41a4430\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db0a45b5c899a1de8964e971a245f7548806b616 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_393e42a5a41a4430/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:53.926294+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12745.75, "started_at": "2026-05-04T08:28:41.160226+00:00", "ended_at": "2026-05-04T08:28:53.905799+00:00", "prompt_metrics": {"chars": 10651, "bytes_utf8": 10651, "lines": 315, "estimated_tokens": 2842}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22933, "cached_input_tokens": 21888, "output_tokens": 161}, "stderr_preview": "2026-05-04T08:28:41.365991Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:43.799026Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=Browser, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Browser", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0eeb562c0029b958bb8609d59006d4085e29a14 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-72a0-7991-ac64-8d01a3e3e0f5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Browser\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Browser\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the requested Two-Axis Target Rate Surface template with group_col=\\\"SpecialDay\\\", group_col_2=\\\"Browser\\\", and target_col=\\\"VisitorType\\\" for the target value 'New_Visitor'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22974,"cached_input_tokens":21888,"output_tokens":164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d159bfd47daeec138090faa46c50e460996c401 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Browser\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Browser\"\nORDER BY target_rate DESC;","notes":"Uses the requested Two-Axis Target Rate Surface template with group_col=\"SpecialDay\", group_col_2=\"Browser\", and target_col=\"VisitorType\" for the target value 'New_Visitor'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..276ced632ddee1ae12e8b59516f1b1784556f980 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:00.559573Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:03.037002Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:12.443017Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..da3c99cce963b0b1e612907218d8bcf2f8643aca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=Browser, target_col=VisitorType. +Result preview: [{"SpecialDay": "1", "Browser": "8", "target_rate": 0.5}, {"SpecialDay": "0.6", "Browser": "3", "target_rate": 0.3333333333333333}, {"SpecialDay": "0.2", "Browser": "10", "target_rate": 0.25}, {"SpecialDay": "0", "Browser": "3", "target_rate": 0.21978021978021978}, {"SpecialDay": "0", "Browser": "4", "target_rate": 0.18345864661654135}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8188d76e4ccfeceb11fe281826ee8cbf129b6da3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_3a77b24d5bb40809 +-- problem_id: v2p_m6_6e7052ec7857232a +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Browser", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "Browser" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3f012f92941f147a2a89ca74abadf2322f36a64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Browser\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Browser\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Browser\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Browser\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"SpecialDay\", \"Browser\", \"target_rate\"], \"rows\": [{\"SpecialDay\": \"1\", \"Browser\": \"8\", \"target_rate\": 0.5}, {\"SpecialDay\": \"0.6\", \"Browser\": \"3\", \"target_rate\": 0.3333333333333333}, {\"SpecialDay\": \"0.2\", \"Browser\": \"10\", \"target_rate\": 0.25}, {\"SpecialDay\": \"0\", \"Browser\": \"3\", \"target_rate\": 0.21978021978021978}, {\"SpecialDay\": \"0\", \"Browser\": \"4\", \"target_rate\": 0.18345864661654135}, {\"SpecialDay\": \"0\", \"Browser\": \"7\", \"target_rate\": 0.17777777777777778}, {\"SpecialDay\": \"0.6\", \"Browser\": \"5\", \"target_rate\": 0.16666666666666666}, {\"SpecialDay\": \"0\", \"Browser\": \"1\", \"target_rate\": 0.16444444444444445}, {\"SpecialDay\": \"0\", \"Browser\": \"8\", \"target_rate\": 0.16260162601626016}, {\"SpecialDay\": \"0.2\", \"Browser\": \"4\", \"target_rate\": 0.14285714285714285}, {\"SpecialDay\": \"0\", \"Browser\": \"5\", \"target_rate\": 0.14216867469879518}, {\"SpecialDay\": \"0\", \"Browser\": \"2\", \"target_rate\": 0.14095184613224765}, {\"SpecialDay\": \"0\", \"Browser\": \"10\", \"target_rate\": 0.13986013986013987}, {\"SpecialDay\": \"0\", \"Browser\": \"12\", \"target_rate\": 0.1111111111111111}, {\"SpecialDay\": \"0.8\", \"Browser\": \"4\", \"target_rate\": 0.09523809523809523}, {\"SpecialDay\": \"0.6\", \"Browser\": \"4\", \"target_rate\": 0.08}, {\"SpecialDay\": \"0.6\", \"Browser\": \"1\", \"target_rate\": 0.078125}, {\"SpecialDay\": \"0\", \"Browser\": \"6\", \"target_rate\": 0.07482993197278912}, {\"SpecialDay\": \"0.4\", \"Browser\": \"1\", \"target_rate\": 0.06666666666666667}, {\"SpecialDay\": \"0.4\", \"Browser\": \"4\", \"target_rate\": 0.06666666666666667}, {\"SpecialDay\": \"1\", \"Browser\": \"1\", \"target_rate\": 0.05714285714285714}, {\"SpecialDay\": \"0.2\", \"Browser\": \"2\", \"target_rate\": 0.056}, {\"SpecialDay\": \"0.6\", \"Browser\": \"2\", \"target_rate\": 0.049107142857142856}, {\"SpecialDay\": \"1\", \"Browser\": \"2\", \"target_rate\": 0.04}, {\"SpecialDay\": \"0.4\", \"Browser\": \"2\", \"target_rate\": 0.0379746835443038}, {\"SpecialDay\": \"0.8\", \"Browser\": \"1\", \"target_rate\": 0.02631578947368421}, {\"SpecialDay\": \"0.8\", \"Browser\": \"2\", \"target_rate\": 0.025974025974025976}, {\"SpecialDay\": \"0\", \"Browser\": \"13\", \"target_rate\": 0.01639344262295082}, {\"SpecialDay\": \"0\", \"Browser\": \"11\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0\", \"Browser\": \"9\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Browser\": \"1\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Browser\": \"3\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Browser\": \"5\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Browser\": \"6\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Browser\": \"7\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Browser\": \"8\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Browser\": \"10\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Browser\": \"12\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Browser\": \"3\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Browser\": \"5\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Browser\": \"6\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Browser\": \"7\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Browser\": \"8\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Browser\": \"10\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Browser\": \"6\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Browser\": \"7\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Browser\": \"8\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Browser\": \"10\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Browser\": \"3\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Browser\": \"5\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc0ec56752e2ec4a026aeb8a9e304168d9117724 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:34:00.334818+00:00", + "ended_at": "2026-05-04T08:34:13.294222+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_3a77b24d5bb40809", + "problem_id": "v2p_m6_6e7052ec7857232a", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=Browser, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Browser", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_3a77b24d5bb40809.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3a77b24d5bb40809", + "api_calls": 0, + "input_tokens": 22974, + "cached_input_tokens": 21888, + "output_tokens": 164, + "total_tokens": 23138, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2883, + "estimated_output_tokens": 118, + "estimated_total_tokens": 3001, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12913.08, + "sql_execution_elapsed_ms_total": 13.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_3a77b24d5bb40809\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd007e0e282f840155f9524bf6ae9afe560366fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3a77b24d5bb40809/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:34:13.271935+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12913.08, "started_at": "2026-05-04T08:34:00.338481+00:00", "ended_at": "2026-05-04T08:34:13.253074+00:00", "prompt_metrics": {"chars": 10728, "bytes_utf8": 10728, "lines": 315, "estimated_tokens": 2883}, "response_metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22974, "cached_input_tokens": 21888, "output_tokens": 164}, "stderr_preview": "2026-05-04T08:34:00.559573Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:03.037002Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Informational.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "Informational", + "predicate_col": "Browser", + "predicate_op": ">=", + "predicate_value": 2.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2971fc755563602ee48e99da2174665cbdfe0976 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-5201-7541-97da-faeac75e919b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Informational\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Browser\\\" AS REAL) >= 2.0\\nGROUP BY \\\"Informational\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the required template with group_col bound to \\\"Informational\\\" and predicate_col bound to \\\"Browser\\\". Cast \\\"Browser\\\" to REAL because the schema stores values as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22916,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..074f0cc4f820e961e418bd3895466ed75afc8f45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Informational\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Browser\" AS REAL) >= 2.0\nGROUP BY \"Informational\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the required template with group_col bound to \"Informational\" and predicate_col bound to \"Browser\". Cast \"Browser\" to REAL because the schema stores values as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d5b9a534654ffef03f6456049a60e887f011969 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:50.397728Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:53.107005Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:01.666209Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5acf7359ba962dc9cff8b488071371bf8df7a6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Informational. +Result preview: [{"Informational": "0", "support": 7741}, {"Informational": "1", "support": 849}, {"Informational": "2", "support": 594}, {"Informational": "3", "support": 298}, {"Informational": "4", "support": 176}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d7f1e77efbc4cd11e6583bfcca203601d40a565 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_3c2ca273505f0bd3 +-- problem_id: v2p_m6_3f51577fdd54ed44 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", COUNT(*) AS support +FROM "m6" +WHERE CAST("Browser" AS REAL) >= 2.0 +GROUP BY "Informational" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a3e2e7776b1d6b6c59b5d1d7da820ffa5755976 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Informational\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Browser\" AS REAL) >= 2.0\nGROUP BY \"Informational\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Informational\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Browser\\\" AS REAL) >= 2.0\\nGROUP BY \\\"Informational\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"Informational\", \"support\"], \"rows\": [{\"Informational\": \"0\", \"support\": 7741}, {\"Informational\": \"1\", \"support\": 849}, {\"Informational\": \"2\", \"support\": 594}, {\"Informational\": \"3\", \"support\": 298}, {\"Informational\": \"4\", \"support\": 176}, {\"Informational\": \"5\", \"support\": 81}, {\"Informational\": \"6\", \"support\": 58}, {\"Informational\": \"7\", \"support\": 30}, {\"Informational\": \"9\", \"support\": 13}, {\"Informational\": \"8\", \"support\": 13}, {\"Informational\": \"10\", \"support\": 5}, {\"Informational\": \"12\", \"support\": 4}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..450ddf4964a0b37f9c3d507f85f42785902113b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:09:50.205073+00:00", + "ended_at": "2026-05-04T08:10:02.518661+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_3c2ca273505f0bd3", + "problem_id": "v2p_m6_3f51577fdd54ed44", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Informational.", + "bindings": { + "group_col": "Informational", + "predicate_col": "Browser", + "predicate_op": ">=", + "predicate_value": 2.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_3c2ca273505f0bd3.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3c2ca273505f0bd3", + "api_calls": 0, + "input_tokens": 22916, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 23040, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2827, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2935, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12274.2, + "sql_execution_elapsed_ms_total": 9.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_3c2ca273505f0bd3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6169ec9128c9f467453ae0e297495d1e633dfacb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:02.501797+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12274.2, "started_at": "2026-05-04T08:09:50.208868+00:00", "ended_at": "2026-05-04T08:10:02.482829+00:00", "prompt_metrics": {"chars": 10590, "bytes_utf8": 10590, "lines": 314, "estimated_tokens": 2827}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22916, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:09:50.397728Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:53.107005Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 2.0\\nGROUP BY \\\"Informational\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the required template with group_col bound to \\\"Informational\\\" and predicate_col bound to \\\"Browser\\\". Cast \\\"Browser\\\" to REAL because the schema stores values as TEXT while the predicate value is numeric.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..86efd130a2193a4a4fd8198f4263ad8ac405918c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3c2ca273505f0bd3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3c2ca273505f0bd3", + "api_calls": 0, + "input_tokens": 22916, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 23040, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2827, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2935, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12274.2, + "sql_execution_elapsed_ms_total": 9.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_3c2ca273505f0bd3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b2fa137e772588edc86502244d4ab6af5e5273ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10714, "bytes_utf8": 10714, "lines": 315, "estimated_tokens": 2881}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 525, "bytes_utf8": 525, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22972, "cached_input_tokens": 19840, "output_tokens": 176}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..726eb251da8a5aca48531793d0dbde68d980d004 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3e73578ba04f4ff1", + "api_calls": 0, + "input_tokens": 22972, + "cached_input_tokens": 19840, + "output_tokens": 176, + "total_tokens": 23148, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2881, + "estimated_output_tokens": 133, + "estimated_total_tokens": 3014, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12763.63, + "sql_execution_elapsed_ms_total": 19.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_3e73578ba04f4ff1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c674817c9911144c9119bb02d078ff22f7d3b9e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:32:43.438135+00:00", + "ended_at": "2026-05-04T08:32:56.201890+00:00", + "elapsed_ms": 12763.63, + "prompt_metrics": { + "chars": 10714, + "bytes_utf8": 10714, + "lines": 315, + "estimated_tokens": 2881 + }, + "stdout_metrics": { + "chars": 866, + "bytes_utf8": 866, + "lines": 4, + "estimated_tokens": 252 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 525, + "bytes_utf8": 525, + "lines": 1, + "estimated_tokens": 133 + }, + "usage": { + "input_tokens": 22972, + "cached_input_tokens": 19840, + "output_tokens": 176 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc959acbf36ecac3d179b516a7c75674426054db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=Informational, group_col_2=Revenue, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "Informational", + "group_col_2": "Revenue", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ea2873ddb6c6c2c1fcdc420901d5ccd45ed01dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-4637-7f51-8ef9-6ae8e7b4cbe1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"Informational\\\", \\\"Revenue\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\", \\\"Revenue\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"Informational\\\", group_col_2=\\\"Revenue\\\", target_col=\\\"VisitorType\\\", target_value='New_Visitor'. Kept to a single SQLite-compatible SELECT over table \\\"m6\\\" only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22972,"cached_input_tokens":19840,"output_tokens":176}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a3998cf730ed67833a541b211058f06d8d660b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"Informational\", \"Revenue\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"Informational\", \"Revenue\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"Informational\", group_col_2=\"Revenue\", target_col=\"VisitorType\", target_value='New_Visitor'. Kept to a single SQLite-compatible SELECT over table \"m6\" only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b87e3ab90d488869b69eac2c7bb21bc25d5a7010 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:43.625050Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:46.042832Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:55.413979Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8685d878de039d6beee7af7894a091aee1122051 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=Informational, group_col_2=Revenue, target_col=VisitorType. +Result preview: [{"Informational": "0", "Revenue": "TRUE", "target_rate": 0.27722007722007724}, {"Informational": "10", "Revenue": "FALSE", "target_rate": 0.2}, {"Informational": "1", "Revenue": "TRUE", "target_rate": 0.13559322033898305}, {"Informational": "0", "Revenue": "FALSE", "target_rate": 0.12648738695859116}, {"Informational": "2", "Revenue": "FALSE", "target_rate": 0.12195121951219512}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..897277d2059b7a5e1ec7a1a03a8de20cd7390c40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_3e73578ba04f4ff1 +-- problem_id: v2p_m6_cdcaa2259117d421 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", "Revenue", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "Informational", "Revenue" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e191f58371fb20f55c170bd7f3d918521cfff95f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"Informational\", \"Revenue\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"Informational\", \"Revenue\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"Informational\\\", \\\"Revenue\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\", \\\"Revenue\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"Informational\", \"Revenue\", \"target_rate\"], \"rows\": [{\"Informational\": \"0\", \"Revenue\": \"TRUE\", \"target_rate\": 0.27722007722007724}, {\"Informational\": \"10\", \"Revenue\": \"FALSE\", \"target_rate\": 0.2}, {\"Informational\": \"1\", \"Revenue\": \"TRUE\", \"target_rate\": 0.13559322033898305}, {\"Informational\": \"0\", \"Revenue\": \"FALSE\", \"target_rate\": 0.12648738695859116}, {\"Informational\": \"2\", \"Revenue\": \"FALSE\", \"target_rate\": 0.12195121951219512}, {\"Informational\": \"6\", \"Revenue\": \"TRUE\", \"target_rate\": 0.11764705882352941}, {\"Informational\": \"2\", \"Revenue\": \"TRUE\", \"target_rate\": 0.11688311688311688}, {\"Informational\": \"4\", \"Revenue\": \"FALSE\", \"target_rate\": 0.1125}, {\"Informational\": \"9\", \"Revenue\": \"FALSE\", \"target_rate\": 0.1111111111111111}, {\"Informational\": \"1\", \"Revenue\": \"FALSE\", \"target_rate\": 0.10559006211180125}, {\"Informational\": \"4\", \"Revenue\": \"TRUE\", \"target_rate\": 0.0967741935483871}, {\"Informational\": \"5\", \"Revenue\": \"FALSE\", \"target_rate\": 0.08823529411764706}, {\"Informational\": \"3\", \"Revenue\": \"FALSE\", \"target_rate\": 0.08013937282229965}, {\"Informational\": \"6\", \"Revenue\": \"FALSE\", \"target_rate\": 0.06557377049180328}, {\"Informational\": \"3\", \"Revenue\": \"TRUE\", \"target_rate\": 0.053763440860215055}, {\"Informational\": \"7\", \"Revenue\": \"FALSE\", \"target_rate\": 0.03333333333333333}, {\"Informational\": \"10\", \"Revenue\": \"TRUE\", \"target_rate\": 0.0}, {\"Informational\": \"11\", \"Revenue\": \"FALSE\", \"target_rate\": 0.0}, {\"Informational\": \"12\", \"Revenue\": \"FALSE\", \"target_rate\": 0.0}, {\"Informational\": \"12\", \"Revenue\": \"TRUE\", \"target_rate\": 0.0}, {\"Informational\": \"13\", \"Revenue\": \"FALSE\", \"target_rate\": 0.0}, {\"Informational\": \"14\", \"Revenue\": \"FALSE\", \"target_rate\": 0.0}, {\"Informational\": \"16\", \"Revenue\": \"FALSE\", \"target_rate\": 0.0}, {\"Informational\": \"24\", \"Revenue\": \"FALSE\", \"target_rate\": 0.0}, {\"Informational\": \"5\", \"Revenue\": \"TRUE\", \"target_rate\": 0.0}, {\"Informational\": \"7\", \"Revenue\": \"TRUE\", \"target_rate\": 0.0}, {\"Informational\": \"8\", \"Revenue\": \"FALSE\", \"target_rate\": 0.0}, {\"Informational\": \"8\", \"Revenue\": \"TRUE\", \"target_rate\": 0.0}, {\"Informational\": \"9\", \"Revenue\": \"TRUE\", \"target_rate\": 0.0}], \"row_count_returned\": 29, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.14}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..471cf0a9965548d9ccb9540a172f573212461332 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:32:43.435055+00:00", + "ended_at": "2026-05-04T08:32:56.252096+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_3e73578ba04f4ff1", + "problem_id": "v2p_m6_cdcaa2259117d421", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=Informational, group_col_2=Revenue, target_col=VisitorType.", + "bindings": { + "group_col": "Informational", + "group_col_2": "Revenue", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_3e73578ba04f4ff1.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3e73578ba04f4ff1", + "api_calls": 0, + "input_tokens": 22972, + "cached_input_tokens": 19840, + "output_tokens": 176, + "total_tokens": 23148, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2881, + "estimated_output_tokens": 133, + "estimated_total_tokens": 3014, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12763.63, + "sql_execution_elapsed_ms_total": 19.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_3e73578ba04f4ff1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c4ad047d10d036dd74634a515082c9ff36e9605 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e73578ba04f4ff1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:56.222171+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12763.63, "started_at": "2026-05-04T08:32:43.438135+00:00", "ended_at": "2026-05-04T08:32:56.201890+00:00", "prompt_metrics": {"chars": 10714, "bytes_utf8": 10714, "lines": 315, "estimated_tokens": 2881}, "response_metrics": {"chars": 525, "bytes_utf8": 525, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22972, "cached_input_tokens": 19840, "output_tokens": 176}, "stderr_preview": "2026-05-04T08:32:43.625050Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:46.042832Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Month, measure_col=Administrative_Duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Month", + "measure_col": "Administrative_Duration", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32da6b47fdc65b2974ef721771e1dafb5a99754e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-d4ca-75c2-8c5e-bf239bfdb2f7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"Administrative_Duration\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\"\\n ORDER BY CAST(\\\"Administrative_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Administrative_Duration\\\" AS \\\"percentile_measure\\\",\\n \\\"cnt\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"Month\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 90th percentile per Month by selecting the value at rank CEILING(0.9 * group_size) after ordering Administrative_Duration numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22909,"cached_input_tokens":22400,"output_tokens":581}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abb1ae6215566d6b6ccbf8511e90125c4729f9f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n CAST(\"Administrative_Duration\" AS REAL) AS \"Administrative_Duration\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\"\n ORDER BY CAST(\"Administrative_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\"\n ) AS \"cnt\"\n FROM \"m6\"\n),\n\"percentile_point\" AS (\n SELECT\n \"Month\",\n \"Administrative_Duration\" AS \"percentile_measure\",\n \"cnt\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"Month\",\n \"percentile_measure\"\nFROM \"percentile_point\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this approximates the 90th percentile per Month by selecting the value at rank CEILING(0.9 * group_size) after ordering Administrative_Duration numerically."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12e0ccae2391c7b1590a7c0608ac24778de9eeb7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:59.814371Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:02.158807Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:18.170093Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..831b21d50249008b52975bf73f66922fb60ab001 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Month, measure_col=Administrative_Duration. +Result preview: [{"Month": "Oct", "percentile_measure": 296.2}, {"Month": "Aug", "percentile_measure": 292.3}, {"Month": "Sep", "percentile_measure": 267.5}, {"Month": "Nov", "percentile_measure": 250.25}, {"Month": "Dec", "percentile_measure": 222.5}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b1a37fa9e2ed45ff39f296c2be82ac42cda9b96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_3e739fa890ba0ccb +-- problem_id: v2p_m6_a2396649df7859d9 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + CAST("Administrative_Duration" AS REAL) AS "Administrative_Duration", + ROW_NUMBER() OVER ( + PARTITION BY "Month" + ORDER BY CAST("Administrative_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month" + ) AS "cnt" + FROM "m6" +), +"percentile_point" AS ( + SELECT + "Month", + "Administrative_Duration" AS "percentile_measure", + "cnt" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "Month", + "percentile_measure" +FROM "percentile_point" +WHERE "cnt" >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e57bb339ba1e602018d7c068152b1fa54dccd61e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n CAST(\"Administrative_Duration\" AS REAL) AS \"Administrative_Duration\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\"\n ORDER BY CAST(\"Administrative_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\"\n ) AS \"cnt\"\n FROM \"m6\"\n),\n\"percentile_point\" AS (\n SELECT\n \"Month\",\n \"Administrative_Duration\" AS \"percentile_measure\",\n \"cnt\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"Month\",\n \"percentile_measure\"\nFROM \"percentile_point\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"Administrative_Duration\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\"\\n ORDER BY CAST(\\\"Administrative_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Administrative_Duration\\\" AS \\\"percentile_measure\\\",\\n \\\"cnt\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"Month\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Month\", \"percentile_measure\"], \"rows\": [{\"Month\": \"Oct\", \"percentile_measure\": 296.2}, {\"Month\": \"Aug\", \"percentile_measure\": 292.3}, {\"Month\": \"Sep\", \"percentile_measure\": 267.5}, {\"Month\": \"Nov\", \"percentile_measure\": 250.25}, {\"Month\": \"Dec\", \"percentile_measure\": 222.5}, {\"Month\": \"June\", \"percentile_measure\": 200.42}, {\"Month\": \"May\", \"percentile_measure\": 200.2222222}, {\"Month\": \"Mar\", \"percentile_measure\": 191.2}, {\"Month\": \"Jul\", \"percentile_measure\": 162.2}, {\"Month\": \"Feb\", \"percentile_measure\": 22.0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 50.03}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f02cb73662396c6551081f1aa18a279579a189c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:52:59.574796+00:00", + "ended_at": "2026-05-04T08:53:18.998831+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_3e739fa890ba0ccb", + "problem_id": "v2p_m6_a2396649df7859d9", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Month, measure_col=Administrative_Duration.", + "bindings": { + "group_col": "Month", + "measure_col": "Administrative_Duration", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_3e739fa890ba0ccb.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3e739fa890ba0ccb", + "api_calls": 0, + "input_tokens": 22909, + "cached_input_tokens": 22400, + "output_tokens": 581, + "total_tokens": 23490, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2818, + "estimated_output_tokens": 267, + "estimated_total_tokens": 3085, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19340.58, + "sql_execution_elapsed_ms_total": 50.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_3e739fa890ba0ccb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4752b915125e0cdccd81241aa83c8af74aeca74b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:18.939952+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19340.58, "started_at": "2026-05-04T08:52:59.578766+00:00", "ended_at": "2026-05-04T08:53:18.919300+00:00", "prompt_metrics": {"chars": 10603, "bytes_utf8": 10603, "lines": 312, "estimated_tokens": 2818}, "response_metrics": {"chars": 955, "bytes_utf8": 955, "lines": 1, "estimated_tokens": 267}, "usage": {"input_tokens": 22909, "cached_input_tokens": 22400, "output_tokens": 581}, "stderr_preview": "2026-05-04T08:52:59.814371Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:02.158807Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 90th percentile per Month by selecting the value at rank CEILING(0.9 * group_size) after ordering Administrative_Duration numerically.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2322868405d92b3ddde61436f58af9ff4e4fe3ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_3e739fa890ba0ccb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3e739fa890ba0ccb", + "api_calls": 0, + "input_tokens": 22909, + "cached_input_tokens": 22400, + "output_tokens": 581, + "total_tokens": 23490, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2818, + "estimated_output_tokens": 267, + "estimated_total_tokens": 3085, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19340.58, + "sql_execution_elapsed_ms_total": 50.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_3e739fa890ba0ccb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fbcacebd327d795a50ea97f1838ed1241ac6605f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10425, "bytes_utf8": 10425, "lines": 312, "estimated_tokens": 2779}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22870, "cached_input_tokens": 21888, "output_tokens": 130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8ff11d47fc32432051a7e9aec6c4b6ef9421cc2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_415b13bcd14a3a6e", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 130, + "total_tokens": 23000, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2875, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17939.53, + "sql_execution_elapsed_ms_total": 9.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_415b13bcd14a3a6e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e877172075afa146f7711e7ba0bb11e6ee33fa70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:13:32.988875+00:00", + "ended_at": "2026-05-04T08:13:50.928711+00:00", + "elapsed_ms": 17939.53, + "prompt_metrics": { + "chars": 10425, + "bytes_utf8": 10425, + "lines": 312, + "estimated_tokens": 2779 + }, + "stdout_metrics": { + "chars": 735, + "bytes_utf8": 735, + "lines": 4, + "estimated_tokens": 203 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13203 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 411, + "bytes_utf8": 411, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 130 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89fca01033691c6ce9260abf27afc0a15183a28e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=SpecialDay, measure_col=OperatingSystems.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "OperatingSystems", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ff4e4dd171c8259c281ce1bee0471dbcf56e527 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-b846-7942-8a6b-e1d7e71f4059"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"SpecialDay\\\", AVG(CAST(\\\"OperatingSystems\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"SpecialDay\\\" and measure_col=\\\"OperatingSystems\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":21888,"output_tokens":130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54444fdd06282a520d93b2ed9405fc0e63e60c1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"SpecialDay\", AVG(CAST(\"OperatingSystems\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"SpecialDay\" and measure_col=\"OperatingSystems\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdea6241fb30cf4b8b0a86c10a546785eaaa3b4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:13:33.196647Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:42.668939Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:50.443883Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce34f53980ea9d55c3c42ee5d033fdc184265bd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=SpecialDay, measure_col=OperatingSystems. +Result preview: [{"SpecialDay": "0.8", "avg_measure": 2.2553846153846155}, {"SpecialDay": "0", "avg_measure": 2.121581370159762}, {"SpecialDay": "1", "avg_measure": 2.116883116883117}, {"SpecialDay": "0.6", "avg_measure": 2.116809116809117}, {"SpecialDay": "0.4", "avg_measure": 2.1069958847736627}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d486d72800e367443a54d7765f1c5f478e9f1911 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_415b13bcd14a3a6e +-- problem_id: v2p_m6_dcb9bb0fd8985aee +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", AVG(CAST("OperatingSystems" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f0ba97a8a3458a5e88e3722778ff346d8ff4f90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"SpecialDay\", AVG(CAST(\"OperatingSystems\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"SpecialDay\\\", AVG(CAST(\\\"OperatingSystems\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"SpecialDay\", \"avg_measure\"], \"rows\": [{\"SpecialDay\": \"0.8\", \"avg_measure\": 2.2553846153846155}, {\"SpecialDay\": \"0\", \"avg_measure\": 2.121581370159762}, {\"SpecialDay\": \"1\", \"avg_measure\": 2.116883116883117}, {\"SpecialDay\": \"0.6\", \"avg_measure\": 2.116809116809117}, {\"SpecialDay\": \"0.4\", \"avg_measure\": 2.1069958847736627}, {\"SpecialDay\": \"0.2\", \"avg_measure\": 2.0786516853932584}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fa9d606aa259beefb5ac6c5e480b4175f4831e72 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:13:32.985177+00:00", + "ended_at": "2026-05-04T08:13:50.970145+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_415b13bcd14a3a6e", + "problem_id": "v2p_m6_dcb9bb0fd8985aee", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=SpecialDay, measure_col=OperatingSystems.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "OperatingSystems", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_415b13bcd14a3a6e.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_415b13bcd14a3a6e", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 130, + "total_tokens": 23000, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2875, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17939.53, + "sql_execution_elapsed_ms_total": 9.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_415b13bcd14a3a6e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e370f995c9a5435281fa979e5f9cc0cf998f3c8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_415b13bcd14a3a6e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:50.951177+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17939.53, "started_at": "2026-05-04T08:13:32.988875+00:00", "ended_at": "2026-05-04T08:13:50.928711+00:00", "prompt_metrics": {"chars": 10425, "bytes_utf8": 10425, "lines": 312, "estimated_tokens": 2779}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22870, "cached_input_tokens": 21888, "output_tokens": 130}, "stderr_preview": "2026-05-04T08:13:33.196647Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:42.668939Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Browser, measure_col=Informational_Duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Browser", + "measure_col": "Informational_Duration", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..70027b1b9f09768d96264f95df4a46fe603e3bb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-0798-79a2-a0fd-74b2179a75d5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n CAST(\\\"Informational_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Browser\\\"\\n ORDER BY CAST(\\\"Informational_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Browser\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Browser\\\" IS NOT NULL\\n AND \\\"Informational_Duration\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((\\\"cnt\\\" * 0.9) + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"Browser\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile approximation with window functions and casts \\\"Informational_Duration\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22910,"cached_input_tokens":21888,"output_tokens":578}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2562b3af4d7812458cd542e6051103754dbf190 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Browser\",\n CAST(\"Informational_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Browser\"\n ORDER BY CAST(\"Informational_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Browser\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Browser\" IS NOT NULL\n AND \"Informational_Duration\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"Browser\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((\"cnt\" * 0.9) + 0.999999999 AS INTEGER)\n)\nSELECT\n \"Browser\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile approximation with window functions and casts \"Informational_Duration\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f01397d55fde88f8e9055d8fb771c9f418dbea59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:54:18.328095Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:20.715178Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:54:36.441053Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e7fb8967aace357943092999c6b2b94c815ce9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Browser, measure_col=Informational_Duration. +Result preview: [{"Browser": "7", "percentile_measure": 162.0}, {"Browser": "10", "percentile_measure": 123.3333333}, {"Browser": "2", "percentile_measure": 86.6}, {"Browser": "1", "percentile_measure": 62.5}, {"Browser": "6", "percentile_measure": 53.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b126de862d43614364ceebbf8aca085fbccd6985 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_4507c548f5351fd3 +-- problem_id: v2p_m6_b79f82de078a58b8 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Browser", + CAST("Informational_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Browser" + ORDER BY CAST("Informational_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Browser" + ) AS "cnt" + FROM "m6" + WHERE "Browser" IS NOT NULL + AND "Informational_Duration" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "Browser", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST(("cnt" * 0.9) + 0.999999999 AS INTEGER) +) +SELECT + "Browser", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5430f0973078aee405d217bf6bfb3692d876f762 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Browser\",\n CAST(\"Informational_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Browser\"\n ORDER BY CAST(\"Informational_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Browser\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Browser\" IS NOT NULL\n AND \"Informational_Duration\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"Browser\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((\"cnt\" * 0.9) + 0.999999999 AS INTEGER)\n)\nSELECT\n \"Browser\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n CAST(\\\"Informational_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Browser\\\"\\n ORDER BY CAST(\\\"Informational_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Browser\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Browser\\\" IS NOT NULL\\n AND \\\"Informational_Duration\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((\\\"cnt\\\" * 0.9) + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"Browser\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Browser\", \"percentile_measure\"], \"rows\": [{\"Browser\": \"7\", \"percentile_measure\": 162.0}, {\"Browser\": \"10\", \"percentile_measure\": 123.3333333}, {\"Browser\": \"2\", \"percentile_measure\": 86.6}, {\"Browser\": \"1\", \"percentile_measure\": 62.5}, {\"Browser\": \"6\", \"percentile_measure\": 53.0}, {\"Browser\": \"5\", \"percentile_measure\": 38.9}, {\"Browser\": \"4\", \"percentile_measure\": 37.4}, {\"Browser\": \"3\", \"percentile_measure\": 31.0}, {\"Browser\": \"11\", \"percentile_measure\": 13.0}, {\"Browser\": \"12\", \"percentile_measure\": 0.0}, {\"Browser\": \"13\", \"percentile_measure\": 0.0}, {\"Browser\": \"8\", \"percentile_measure\": 0.0}, {\"Browser\": \"9\", \"percentile_measure\": 0.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 44.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..519c29d3ccbe6bb7ae33565eb44324bb9955fd56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:54:18.106218+00:00", + "ended_at": "2026-05-04T08:54:37.231712+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4507c548f5351fd3", + "problem_id": "v2p_m6_b79f82de078a58b8", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Browser, measure_col=Informational_Duration.", + "bindings": { + "group_col": "Browser", + "measure_col": "Informational_Duration", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_4507c548f5351fd3.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4507c548f5351fd3", + "api_calls": 0, + "input_tokens": 22910, + "cached_input_tokens": 21888, + "output_tokens": 578, + "total_tokens": 23488, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2819, + "estimated_output_tokens": 272, + "estimated_total_tokens": 3091, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19050.64, + "sql_execution_elapsed_ms_total": 44.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4507c548f5351fd3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6422d6a5ab6e7c95dc1b429a4cebd2f6a84ffb91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4507c548f5351fd3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:54:37.177994+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19050.64, "started_at": "2026-05-04T08:54:18.110072+00:00", "ended_at": "2026-05-04T08:54:37.160183+00:00", "prompt_metrics": {"chars": 10600, "bytes_utf8": 10600, "lines": 312, "estimated_tokens": 2819}, "response_metrics": {"chars": 979, "bytes_utf8": 979, "lines": 1, "estimated_tokens": 272}, "usage": {"input_tokens": 22910, "cached_input_tokens": 21888, "output_tokens": 578}, "stderr_preview": "2026-05-04T08:54:18.328095Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:20.715178Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=SpecialDay, measure_col=BounceRates.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "BounceRates", + "item_col": "Administrative_Duration", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.010256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32c517ffbc0dce31b160b5538adf8baedbb6d287 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df225-d341-7d10-a2a3-26183fb8bdf4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"SpecialDay\\\", \\\"Administrative_Duration\\\",\\n SUM(CAST(\\\"BounceRates\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"BounceRates\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"BounceRates\\\" AS REAL))) OVER (PARTITION BY \\\"SpecialDay\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Administrative_Duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"SpecialDay\\\", item_col=\\\"Administrative_Duration\\\", and measure_col=\\\"BounceRates\\\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22990,"cached_input_tokens":21888,"output_tokens":239}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f46fc57d2c5ecd30950617440fc5c5eb2e9daea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"SpecialDay\", \"Administrative_Duration\",\n SUM(CAST(\"BounceRates\" AS REAL)) AS total_measure,\n SUM(CAST(\"BounceRates\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"BounceRates\" AS REAL))) OVER (PARTITION BY \"SpecialDay\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Administrative_Duration\"\nORDER BY share_within_group DESC;","notes":"Used the required template with group_col=\"SpecialDay\", item_col=\"Administrative_Duration\", and measure_col=\"BounceRates\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..450101afb28a12086ed97ef17e7ec6d3d1f57175 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:40:58.490968Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:00.848681Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:41:10.345543Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..16b9f3a2d037cae00885f273a4a362e80b85c169 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=SpecialDay, measure_col=BounceRates. +Result preview: [{"SpecialDay": "0.6", "Administrative_Duration": "0", "total_measure": 11.730085442, "share_within_group": 91.27607717101922}, {"SpecialDay": "0.8", "Administrative_Duration": "0", "total_measure": 10.199344557, "share_within_group": 90.13208240780422}, {"SpecialDay": "1", "Administrative_Duration": "0", "total_measure": 3.475055031, "share_within_group": 84.80677833703544}, {"SpecialDay": "0.4", "Administrative_Duration": "0", "total_measure": 7.360668278, "share_within_group": 83.9305798526619}, {"SpecialDay": "0.2", "Administrative_Duration": "0", "total_measure": 4.512672563, "share_within_group": 83.25691080286637}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..94607213819ec0c522051f175caeb947bafa434e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_45a0714064ffa5fb +-- problem_id: v2p_m6_5ffe35bc5cb14dc3 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Administrative_Duration", + SUM(CAST("BounceRates" AS REAL)) AS total_measure, + SUM(CAST("BounceRates" AS REAL)) * 100.0 / SUM(SUM(CAST("BounceRates" AS REAL))) OVER (PARTITION BY "SpecialDay") AS share_within_group +FROM "m6" +GROUP BY "SpecialDay", "Administrative_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67bead5facfcc29b060a38576a1388f9ba55c1ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"SpecialDay\", \"Administrative_Duration\",\n SUM(CAST(\"BounceRates\" AS REAL)) AS total_measure,\n SUM(CAST(\"BounceRates\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"BounceRates\" AS REAL))) OVER (PARTITION BY \"SpecialDay\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Administrative_Duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"SpecialDay\\\", \\\"Administrative_Duration\\\",\\n SUM(CAST(\\\"BounceRates\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"BounceRates\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"BounceRates\\\" AS REAL))) OVER (PARTITION BY \\\"SpecialDay\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Administrative_Duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"SpecialDay\", \"Administrative_Duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"SpecialDay\": \"0.6\", \"Administrative_Duration\": \"0\", \"total_measure\": 11.730085442, \"share_within_group\": 91.27607717101922}, {\"SpecialDay\": \"0.8\", \"Administrative_Duration\": \"0\", \"total_measure\": 10.199344557, \"share_within_group\": 90.13208240780422}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"0\", \"total_measure\": 3.475055031, \"share_within_group\": 84.80677833703544}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"0\", \"total_measure\": 7.360668278, \"share_within_group\": 83.9305798526619}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"0\", \"total_measure\": 4.512672563, \"share_within_group\": 83.25691080286637}, {\"SpecialDay\": \"0\", \"Administrative_Duration\": \"0\", \"total_measure\": 191.17420178700002, \"share_within_group\": 82.7004063504467}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"16.66666667\", \"total_measure\": 0.088888889, \"share_within_group\": 1.6399626162814263}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"5\", \"total_measure\": 0.122128851, \"share_within_group\": 1.392583511989826}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"118.7\", \"total_measure\": 0.049481481, \"share_within_group\": 1.207567924398499}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"9\", \"total_measure\": 0.048, \"share_within_group\": 1.1714132075215764}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"7\", \"total_measure\": 0.047391478, \"share_within_group\": 1.156562567774338}, {\"SpecialDay\": \"0.8\", \"Administrative_Duration\": \"20\", \"total_measure\": 0.12, \"share_within_group\": 1.0604455833893158}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"114\", \"total_measure\": 0.092592593, \"share_within_group\": 1.055794083776196}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"200.5238095\", \"total_measure\": 0.042083333, \"share_within_group\": 1.0270202519318459}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"56\", \"total_measure\": 0.088888889, \"share_within_group\": 1.013562317232427}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"85\", \"total_measure\": 0.04, \"share_within_group\": 0.9761776729346471}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"11\", \"total_measure\": 0.05, \"share_within_group\": 0.9224789705052036}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"423.5\", \"total_measure\": 0.05, \"share_within_group\": 0.9224789705052036}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"23\", \"total_measure\": 0.076363636, \"share_within_group\": 0.8707421672966752}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"255\", \"total_measure\": 0.035294118, \"share_within_group\": 0.861333249438021}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"18\", \"total_measure\": 0.075, \"share_within_group\": 0.8551932040958689}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"44.75\", \"total_measure\": 0.066666667, \"share_within_group\": 0.7601717407749642}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"43.75\", \"total_measure\": 0.066226415, \"share_within_group\": 0.7551517338617694}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"6\", \"total_measure\": 0.06399108199999999, \"share_within_group\": 0.7296631793218862}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"149.5\", \"total_measure\": 0.038709677, \"share_within_group\": 0.714177259750979}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"5\", \"total_measure\": 0.038654646, \"share_within_group\": 0.7131619609464618}, {\"SpecialDay\": \"0.8\", \"Administrative_Duration\": \"114.6666667\", \"total_measure\": 0.08, \"share_within_group\": 0.7069637222595438}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"89\", \"total_measure\": 0.033925712999999996, \"share_within_group\": 0.6259151360378999}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"73\", \"total_measure\": 0.033333333, \"share_within_group\": 0.6149859741869426}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"178\", \"total_measure\": 0.031944444, \"share_within_group\": 0.5893615562896225}, {\"SpecialDay\": \"0.8\", \"Administrative_Duration\": \"2\", \"total_measure\": 0.066666667, \"share_within_group\": 0.5891364381619687}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"6\", \"total_measure\": 0.030769231, \"share_within_group\": 0.567679370722336}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"119\", \"total_measure\": 0.022222222, \"share_within_group\": 0.5423209239849279}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"55.5\", \"total_measure\": 0.022222222, \"share_within_group\": 0.5423209239849279}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"27.53333333\", \"total_measure\": 0.02173913, \"share_within_group\": 0.5305313333755943}, {\"SpecialDay\": \"0.8\", \"Administrative_Duration\": \"94\", \"total_measure\": 0.06, \"share_within_group\": 0.5302227916946579}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"471.5\", \"total_measure\": 0.046153846, \"share_within_group\": 0.5262727392278306}, {\"SpecialDay\": \"0.6\", \"Administrative_Duration\": \"25\", \"total_measure\": 0.066666667, \"share_within_group\": 0.5187576741801742}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"46.5\", \"total_measure\": 0.045454545, \"share_within_group\": 0.5182989063902647}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"55\", \"total_measure\": 0.045326136, \"share_within_group\": 0.5168347130016682}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"10.5\", \"total_measure\": 0.027659574, \"share_within_group\": 0.5103075069626499}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"5.5\", \"total_measure\": 0.044444444, \"share_within_group\": 0.5067811529149255}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"248.8\", \"total_measure\": 0.026728111, \"share_within_group\": 0.49312240637657606}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"43.1\", \"total_measure\": 0.026502732, \"share_within_group\": 0.4889642586187063}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"11\", \"total_measure\": 0.019512195, \"share_within_group\": 0.47618422772367636}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"604.5\", \"total_measure\": 0.019393939, \"share_within_group\": 0.47329825605141235}, {\"SpecialDay\": \"0.8\", \"Administrative_Duration\": \"5\", \"total_measure\": 0.053333333, \"share_within_group\": 0.471309145227347}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"91.5\", \"total_measure\": 0.038888889, \"share_within_group\": 0.44343351450184787}, {\"SpecialDay\": \"0.6\", \"Administrative_Duration\": \"27\", \"total_measure\": 0.055384615, \"share_within_group\": 0.4309679087866263}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"253.75\", \"total_measure\": 0.023076923, \"share_within_group\": 0.425759523429357}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 32.72}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c2242af67f89750481147d81a3367d4581cab2d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:40:58.284053+00:00", + "ended_at": "2026-05-04T08:41:11.363945+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_45a0714064ffa5fb", + "problem_id": "v2p_m6_5ffe35bc5cb14dc3", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=SpecialDay, measure_col=BounceRates.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "BounceRates", + "item_col": "Administrative_Duration", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.010256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_45a0714064ffa5fb.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_45a0714064ffa5fb", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 21888, + "output_tokens": 239, + "total_tokens": 23229, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 160, + "estimated_total_tokens": 3059, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13016.71, + "sql_execution_elapsed_ms_total": 32.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_45a0714064ffa5fb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02e39259597d2d7bb58115a8bd014af51859ddc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45a0714064ffa5fb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:41:11.322403+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13016.71, "started_at": "2026-05-04T08:40:58.287788+00:00", "ended_at": "2026-05-04T08:41:11.304644+00:00", "prompt_metrics": {"chars": 10834, "bytes_utf8": 10834, "lines": 314, "estimated_tokens": 2899}, "response_metrics": {"chars": 650, "bytes_utf8": 650, "lines": 1, "estimated_tokens": 160}, "usage": {"input_tokens": 22990, "cached_input_tokens": 21888, "output_tokens": 239}, "stderr_preview": "2026-05-04T08:40:58.490968Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:00.848681Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Region, measure_col=ProductRelated.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Region", + "measure_col": "ProductRelated", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1d3c6826234d41762ebbf4498440447b058d612 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-b404-7a40-8608-ef6c4ee93ebf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n CAST(\\\"ProductRelated\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\"\\n ORDER BY CAST(\\\"ProductRelated\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Region\\\" IS NOT NULL\\n AND \\\"ProductRelated\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"Region\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per Region with window functions and CAST(\\\"ProductRelated\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22906,"cached_input_tokens":21888,"output_tokens":459}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ee9ff5f3be1cd0f0961671cacc32447b5ca1d9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Region\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\"\n ORDER BY CAST(\"ProductRelated\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Region\" IS NOT NULL\n AND \"ProductRelated\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"Region\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"Region\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per Region with window functions and CAST(\"ProductRelated\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15043cd9fee6505a237a6af1bd95e7472459aa54 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:02.537097Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:05.167210Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:18.446116Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..27998b552e4f8b3fe14ef3f3e8905fcd27f11eda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Region, measure_col=ProductRelated. +Result preview: [{"Region": "1", "percentile_measure": 120.0}, {"Region": "2", "percentile_measure": 111.0}, {"Region": "4", "percentile_measure": 110.0}, {"Region": "3", "percentile_measure": 107.0}, {"Region": "9", "percentile_measure": 103.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6aeba10f81f09dcdd12fd7fbf43793b994efb1a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_45e9498c5806517d +-- problem_id: v2p_m6_5067f566dc93c556 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Region", + CAST("ProductRelated" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Region" + ORDER BY CAST("ProductRelated" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Region" + ) AS "cnt" + FROM "m6" + WHERE "Region" IS NOT NULL + AND "ProductRelated" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "Region", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "Region", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c847b88c5532f3133d19b679c8750107c8547081 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Region\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\"\n ORDER BY CAST(\"ProductRelated\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Region\" IS NOT NULL\n AND \"ProductRelated\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"Region\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"Region\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n CAST(\\\"ProductRelated\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\"\\n ORDER BY CAST(\\\"ProductRelated\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Region\\\" IS NOT NULL\\n AND \\\"ProductRelated\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"Region\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Region\", \"percentile_measure\"], \"rows\": [{\"Region\": \"1\", \"percentile_measure\": 120.0}, {\"Region\": \"2\", \"percentile_measure\": 111.0}, {\"Region\": \"4\", \"percentile_measure\": 110.0}, {\"Region\": \"3\", \"percentile_measure\": 107.0}, {\"Region\": \"9\", \"percentile_measure\": 103.0}, {\"Region\": \"7\", \"percentile_measure\": 100.0}, {\"Region\": \"5\", \"percentile_measure\": 96.0}, {\"Region\": \"8\", \"percentile_measure\": 91.0}, {\"Region\": \"6\", \"percentile_measure\": 87.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 44.1}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..506dad66d8d309f32638197b97d1b9f86924269a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:55:02.233794+00:00", + "ended_at": "2026-05-04T08:55:19.436503+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_45e9498c5806517d", + "problem_id": "v2p_m6_5067f566dc93c556", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Region, measure_col=ProductRelated.", + "bindings": { + "group_col": "Region", + "measure_col": "ProductRelated", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=116" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_45e9498c5806517d.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_45e9498c5806517d", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 21888, + "output_tokens": 459, + "total_tokens": 23365, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 261, + "estimated_total_tokens": 3076, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17125.82, + "sql_execution_elapsed_ms_total": 44.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_45e9498c5806517d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..275c2b556063d6b2efe60419e36fd34d674b07ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_45e9498c5806517d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:55:19.382602+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17125.82, "started_at": "2026-05-04T08:55:02.238223+00:00", "ended_at": "2026-05-04T08:55:19.364244+00:00", "prompt_metrics": {"chars": 10585, "bytes_utf8": 10585, "lines": 312, "estimated_tokens": 2815}, "response_metrics": {"chars": 935, "bytes_utf8": 935, "lines": 1, "estimated_tokens": 261}, "usage": {"input_tokens": 22906, "cached_input_tokens": 21888, "output_tokens": 459}, "stderr_preview": "2026-05-04T08:55:02.537097Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:05.167210Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=TrafficType.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "TrafficType", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..524c931e33ada03177fafa167cf5ff766e9aac5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-2638-73a3-af8c-ef4c51c12b95"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"TrafficType\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided grouped count template with group_col bound to \\\"TrafficType\\\" and the single table \\\"m6\\\". Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22843,"cached_input_tokens":22400,"output_tokens":97}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11a1e4d436207d32b9107fa77aa19f454ba89ba3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"TrafficType\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY row_count DESC;","notes":"Used the provided grouped count template with group_col bound to \"TrafficType\" and the single table \"m6\". Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c41c43d259c1d5767940f0fd163be4b323fab5e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:39.207358Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:41.745268Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:48.881431Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..78b4c4cbbc1077281c37381abf42fc3880d484f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=TrafficType. +Result preview: [{"TrafficType": "2", "row_count": 3913}, {"TrafficType": "1", "row_count": 2451}, {"TrafficType": "3", "row_count": 2052}, {"TrafficType": "4", "row_count": 1069}, {"TrafficType": "13", "row_count": 738}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cacab6d67ac8671696498a75522a9e872eb816c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_46171246e6628155 +-- problem_id: v2p_m6_a197f7795ac727b9 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", COUNT(*) AS row_count +FROM "m6" +GROUP BY "TrafficType" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7708d66fc997655b2bc1a258bcf41ce59005663 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"TrafficType\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"TrafficType\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"TrafficType\", \"row_count\"], \"rows\": [{\"TrafficType\": \"2\", \"row_count\": 3913}, {\"TrafficType\": \"1\", \"row_count\": 2451}, {\"TrafficType\": \"3\", \"row_count\": 2052}, {\"TrafficType\": \"4\", \"row_count\": 1069}, {\"TrafficType\": \"13\", \"row_count\": 738}, {\"TrafficType\": \"10\", \"row_count\": 450}, {\"TrafficType\": \"6\", \"row_count\": 444}, {\"TrafficType\": \"8\", \"row_count\": 343}, {\"TrafficType\": \"5\", \"row_count\": 260}, {\"TrafficType\": \"11\", \"row_count\": 247}, {\"TrafficType\": \"20\", \"row_count\": 198}, {\"TrafficType\": \"9\", \"row_count\": 42}, {\"TrafficType\": \"7\", \"row_count\": 40}, {\"TrafficType\": \"15\", \"row_count\": 38}, {\"TrafficType\": \"19\", \"row_count\": 17}, {\"TrafficType\": \"14\", \"row_count\": 13}, {\"TrafficType\": \"18\", \"row_count\": 10}, {\"TrafficType\": \"16\", \"row_count\": 3}, {\"TrafficType\": \"17\", \"row_count\": 1}, {\"TrafficType\": \"12\", \"row_count\": 1}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..015f5253820a0a25b64457afd306bc704864233a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:09:38.994177+00:00", + "ended_at": "2026-05-04T08:09:50.202913+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_46171246e6628155", + "problem_id": "v2p_m6_a197f7795ac727b9", + "dataset_id": "m6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=TrafficType.", + "bindings": { + "group_col": "TrafficType", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=7" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_46171246e6628155.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_46171246e6628155", + "api_calls": 0, + "input_tokens": 22843, + "cached_input_tokens": 22400, + "output_tokens": 97, + "total_tokens": 22940, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2752, + "estimated_output_tokens": 81, + "estimated_total_tokens": 2833, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11170.01, + "sql_execution_elapsed_ms_total": 7.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_46171246e6628155\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82bdfc7c0714d0f09b492972cf30a704d094bdbe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_46171246e6628155/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:50.186722+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11170.01, "started_at": "2026-05-04T08:09:38.997852+00:00", "ended_at": "2026-05-04T08:09:50.167547+00:00", "prompt_metrics": {"chars": 10313, "bytes_utf8": 10313, "lines": 310, "estimated_tokens": 2752}, "response_metrics": {"chars": 340, "bytes_utf8": 340, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 22843, "cached_input_tokens": 22400, "output_tokens": 97}, "stderr_preview": "2026-05-04T08:09:39.207358Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:41.745268Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=VisitorType, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "VisitorType", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5fd7dd2fce9743005231192d9d6a485e96c285a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-d303-7fe3-8d29-859b5b7d6c78"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"VisitorType\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the required Two-Axis Target Rate Surface template with the bound roles. Because \\\"group_col_2\\\" and \\\"target_col\\\" are both \\\"VisitorType\\\", the resulting target_rate is deterministic within each group: 1.0 for rows where \\\"VisitorType\\\" = 'New_Visitor' and 0.0 otherwise.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22975,"cached_input_tokens":21888,"output_tokens":225}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07843b070247f8c3c667366a5ada8bc0c81a9aa0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"VisitorType\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"VisitorType\"\nORDER BY target_rate DESC;","notes":"Used the required Two-Axis Target Rate Surface template with the bound roles. Because \"group_col_2\" and \"target_col\" are both \"VisitorType\", the resulting target_rate is deterministic within each group: 1.0 for rows where \"VisitorType\" = 'New_Visitor' and 0.0 otherwise."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bad9bfedc7abfa43beba472a356898a9beb8e8f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:30.771509Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:33.762497Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:42.840021Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..876521cfcb0e3a5effdbac4d0d56d89ec70a6bec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=VisitorType, target_col=VisitorType. +Result preview: [{"SpecialDay": "0", "VisitorType": "New_Visitor", "target_rate": 1.0}, {"SpecialDay": "0.2", "VisitorType": "New_Visitor", "target_rate": 1.0}, {"SpecialDay": "0.4", "VisitorType": "New_Visitor", "target_rate": 1.0}, {"SpecialDay": "0.6", "VisitorType": "New_Visitor", "target_rate": 1.0}, {"SpecialDay": "0.8", "VisitorType": "New_Visitor", "target_rate": 1.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c83d71883f4201cc98c20909b78038ec772306a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_4675e7b111504cf5 +-- problem_id: v2p_m6_7e0d520b6732951b +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "VisitorType", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "VisitorType" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0477bad7e997363dd1213a61761644c2f022585c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"VisitorType\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"VisitorType\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"VisitorType\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"SpecialDay\", \"VisitorType\", \"target_rate\"], \"rows\": [{\"SpecialDay\": \"0\", \"VisitorType\": \"New_Visitor\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"VisitorType\": \"New_Visitor\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"VisitorType\": \"New_Visitor\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.6\", \"VisitorType\": \"New_Visitor\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"VisitorType\": \"New_Visitor\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"VisitorType\": \"New_Visitor\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0\", \"VisitorType\": \"Other\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0\", \"VisitorType\": \"Returning_Visitor\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"VisitorType\": \"Returning_Visitor\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"VisitorType\": \"Returning_Visitor\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"VisitorType\": \"Returning_Visitor\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"VisitorType\": \"Returning_Visitor\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"VisitorType\": \"Returning_Visitor\", \"target_rate\": 0.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..540fee1e8a76100f158784a8239beff63d883840 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:35:30.518946+00:00", + "ended_at": "2026-05-04T08:35:43.861397+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4675e7b111504cf5", + "problem_id": "v2p_m6_7e0d520b6732951b", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=VisitorType, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "VisitorType", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_4675e7b111504cf5.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4675e7b111504cf5", + "api_calls": 0, + "input_tokens": 22975, + "cached_input_tokens": 21888, + "output_tokens": 225, + "total_tokens": 23200, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2884, + "estimated_output_tokens": 146, + "estimated_total_tokens": 3030, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13298.09, + "sql_execution_elapsed_ms_total": 12.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4675e7b111504cf5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e64817bc01975267cc59e253f9f1f925927d5fb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4675e7b111504cf5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:35:43.840492+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13298.09, "started_at": "2026-05-04T08:35:30.522548+00:00", "ended_at": "2026-05-04T08:35:43.820651+00:00", "prompt_metrics": {"chars": 10724, "bytes_utf8": 10724, "lines": 315, "estimated_tokens": 2884}, "response_metrics": {"chars": 553, "bytes_utf8": 553, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 22975, "cached_input_tokens": 21888, "output_tokens": 225}, "stderr_preview": "2026-05-04T08:35:30.771509Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:33.762497Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Administrative, measure_col=ProductRelated.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Administrative", + "measure_col": "ProductRelated", + "item_col": "TrafficType", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64d9396bcfa622bb5cc6f3352d4ebeb11c127d93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df224-de0b-7fb1-883d-e18c19a746a1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Administrative\\\", \\\"TrafficType\\\",\\n SUM(CAST(\\\"ProductRelated\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ProductRelated\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ProductRelated\\\" AS REAL))) OVER (PARTITION BY \\\"Administrative\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\", \\\"TrafficType\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the required Within-Group Share of Total template with group_col=\\\"Administrative\\\", item_col=\\\"TrafficType\\\", and measure_col=\\\"ProductRelated\\\". Cast \\\"ProductRelated\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22986,"cached_input_tokens":19840,"output_tokens":231}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c24de501127bf1604b80c8b1b89f72da6c0d1e2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Administrative\", \"TrafficType\",\n SUM(CAST(\"ProductRelated\" AS REAL)) AS total_measure,\n SUM(CAST(\"ProductRelated\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ProductRelated\" AS REAL))) OVER (PARTITION BY \"Administrative\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Administrative\", \"TrafficType\"\nORDER BY share_within_group DESC;","notes":"Applied the required Within-Group Share of Total template with group_col=\"Administrative\", item_col=\"TrafficType\", and measure_col=\"ProductRelated\". Cast \"ProductRelated\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..caa986c475ee83ce20d922c6070d77a681eebf84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:39:55.708078Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:39:58.245268Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:40:10.559023Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6a6a477ac1d02023bd72d592dba228acb40ddd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Administrative, measure_col=ProductRelated. +Result preview: [{"Administrative": "26", "TrafficType": "13", "total_measure": 183.0, "share_within_group": 100.0}, {"Administrative": "27", "TrafficType": "8", "total_measure": 584.0, "share_within_group": 100.0}, {"Administrative": "23", "TrafficType": "13", "total_measure": 409.0, "share_within_group": 73.16636851520572}, {"Administrative": "21", "TrafficType": "2", "total_measure": 170.0, "share_within_group": 71.72995780590718}, {"Administrative": "19", "TrafficType": "1", "total_measure": 543.0, "share_within_group": 58.261802575107296}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d2b746fe85fd369bc15c55a5a5819ffd3d37c4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_480f8e7159965245 +-- problem_id: v2p_m6_f5b424408bc7fb93 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "TrafficType", + SUM(CAST("ProductRelated" AS REAL)) AS total_measure, + SUM(CAST("ProductRelated" AS REAL)) * 100.0 / SUM(SUM(CAST("ProductRelated" AS REAL))) OVER (PARTITION BY "Administrative") AS share_within_group +FROM "m6" +GROUP BY "Administrative", "TrafficType" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cb125b7961f62010e9ffd13c47d70783f86d04e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Administrative\", \"TrafficType\",\n SUM(CAST(\"ProductRelated\" AS REAL)) AS total_measure,\n SUM(CAST(\"ProductRelated\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ProductRelated\" AS REAL))) OVER (PARTITION BY \"Administrative\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Administrative\", \"TrafficType\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Administrative\\\", \\\"TrafficType\\\",\\n SUM(CAST(\\\"ProductRelated\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ProductRelated\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ProductRelated\\\" AS REAL))) OVER (PARTITION BY \\\"Administrative\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\", \\\"TrafficType\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Administrative\", \"TrafficType\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Administrative\": \"26\", \"TrafficType\": \"13\", \"total_measure\": 183.0, \"share_within_group\": 100.0}, {\"Administrative\": \"27\", \"TrafficType\": \"8\", \"total_measure\": 584.0, \"share_within_group\": 100.0}, {\"Administrative\": \"23\", \"TrafficType\": \"13\", \"total_measure\": 409.0, \"share_within_group\": 73.16636851520572}, {\"Administrative\": \"21\", \"TrafficType\": \"2\", \"total_measure\": 170.0, \"share_within_group\": 71.72995780590718}, {\"Administrative\": \"19\", \"TrafficType\": \"1\", \"total_measure\": 543.0, \"share_within_group\": 58.261802575107296}, {\"Administrative\": \"15\", \"TrafficType\": \"2\", \"total_measure\": 2249.0, \"share_within_group\": 57.607581967213115}, {\"Administrative\": \"20\", \"TrafficType\": \"1\", \"total_measure\": 686.0, \"share_within_group\": 57.024106400665005}, {\"Administrative\": \"9\", \"TrafficType\": \"2\", \"total_measure\": 6316.0, \"share_within_group\": 46.52327637006482}, {\"Administrative\": \"11\", \"TrafficType\": \"2\", \"total_measure\": 4492.0, \"share_within_group\": 44.55465185479071}, {\"Administrative\": \"13\", \"TrafficType\": \"2\", \"total_measure\": 2370.0, \"share_within_group\": 44.49033226957012}, {\"Administrative\": \"6\", \"TrafficType\": \"2\", \"total_measure\": 9181.0, \"share_within_group\": 44.33552250338034}, {\"Administrative\": \"7\", \"TrafficType\": \"2\", \"total_measure\": 8498.0, \"share_within_group\": 44.08362297037921}, {\"Administrative\": \"20\", \"TrafficType\": \"2\", \"total_measure\": 517.0, \"share_within_group\": 42.975893599334995}, {\"Administrative\": \"4\", \"TrafficType\": \"2\", \"total_measure\": 12498.0, \"share_within_group\": 42.677138466791874}, {\"Administrative\": \"10\", \"TrafficType\": \"2\", \"total_measure\": 5200.0, \"share_within_group\": 42.48713130157692}, {\"Administrative\": \"5\", \"TrafficType\": \"2\", \"total_measure\": 11792.0, \"share_within_group\": 42.16096392434481}, {\"Administrative\": \"8\", \"TrafficType\": \"2\", \"total_measure\": 6885.0, \"share_within_group\": 40.83145534337564}, {\"Administrative\": \"22\", \"TrafficType\": \"3\", \"total_measure\": 205.0, \"share_within_group\": 38.679245283018865}, {\"Administrative\": \"14\", \"TrafficType\": \"2\", \"total_measure\": 1489.0, \"share_within_group\": 38.64521152348819}, {\"Administrative\": \"16\", \"TrafficType\": \"1\", \"total_measure\": 933.0, \"share_within_group\": 38.41086867023466}, {\"Administrative\": \"2\", \"TrafficType\": \"2\", \"total_measure\": 12631.0, \"share_within_group\": 37.47292847183078}, {\"Administrative\": \"3\", \"TrafficType\": \"2\", \"total_measure\": 11193.0, \"share_within_group\": 37.42727211930716}, {\"Administrative\": \"1\", \"TrafficType\": \"2\", \"total_measure\": 15802.0, \"share_within_group\": 37.0443303560963}, {\"Administrative\": \"24\", \"TrafficType\": \"1\", \"total_measure\": 189.0, \"share_within_group\": 36.7704280155642}, {\"Administrative\": \"18\", \"TrafficType\": \"2\", \"total_measure\": 586.0, \"share_within_group\": 36.35235732009926}, {\"Administrative\": \"14\", \"TrafficType\": \"1\", \"total_measure\": 1362.0, \"share_within_group\": 35.349078640020764}, {\"Administrative\": \"24\", \"TrafficType\": \"4\", \"total_measure\": 178.0, \"share_within_group\": 34.63035019455253}, {\"Administrative\": \"22\", \"TrafficType\": \"10\", \"total_measure\": 178.0, \"share_within_group\": 33.58490566037736}, {\"Administrative\": \"0\", \"TrafficType\": \"2\", \"total_measure\": 33643.0, \"share_within_group\": 32.62921043188145}, {\"Administrative\": \"17\", \"TrafficType\": \"14\", \"total_measure\": 705.0, \"share_within_group\": 32.3394495412844}, {\"Administrative\": \"18\", \"TrafficType\": \"1\", \"total_measure\": 520.0, \"share_within_group\": 32.25806451612903}, {\"Administrative\": \"21\", \"TrafficType\": \"11\", \"total_measure\": 67.0, \"share_within_group\": 28.270042194092827}, {\"Administrative\": \"16\", \"TrafficType\": \"2\", \"total_measure\": 668.0, \"share_within_group\": 27.50102923013586}, {\"Administrative\": \"12\", \"TrafficType\": \"2\", \"total_measure\": 2140.0, \"share_within_group\": 27.341254631404112}, {\"Administrative\": \"19\", \"TrafficType\": \"2\", \"total_measure\": 251.0, \"share_within_group\": 26.931330472103003}, {\"Administrative\": \"12\", \"TrafficType\": \"1\", \"total_measure\": 1960.0, \"share_within_group\": 25.041522933435544}, {\"Administrative\": \"0\", \"TrafficType\": \"1\", \"total_measure\": 23770.0, \"share_within_group\": 23.053720891889007}, {\"Administrative\": \"17\", \"TrafficType\": \"2\", \"total_measure\": 491.0, \"share_within_group\": 22.522935779816514}, {\"Administrative\": \"24\", \"TrafficType\": \"11\", \"total_measure\": 113.0, \"share_within_group\": 21.98443579766537}, {\"Administrative\": \"1\", \"TrafficType\": \"1\", \"total_measure\": 8827.0, \"share_within_group\": 20.69296950090255}, {\"Administrative\": \"2\", \"TrafficType\": \"1\", \"total_measure\": 6824.0, \"share_within_group\": 20.245052956359213}, {\"Administrative\": \"5\", \"TrafficType\": \"1\", \"total_measure\": 5479.0, \"share_within_group\": 19.58954556830777}, {\"Administrative\": \"11\", \"TrafficType\": \"1\", \"total_measure\": 1943.0, \"share_within_group\": 19.271969847252528}, {\"Administrative\": \"3\", \"TrafficType\": \"1\", \"total_measure\": 5568.0, \"share_within_group\": 18.618337457366415}, {\"Administrative\": \"15\", \"TrafficType\": \"1\", \"total_measure\": 724.0, \"share_within_group\": 18.545081967213115}, {\"Administrative\": \"11\", \"TrafficType\": \"3\", \"total_measure\": 1867.0, \"share_within_group\": 18.51815116048403}, {\"Administrative\": \"7\", \"TrafficType\": \"1\", \"total_measure\": 3379.0, \"share_within_group\": 17.52866109871868}, {\"Administrative\": \"22\", \"TrafficType\": \"13\", \"total_measure\": 92.0, \"share_within_group\": 17.358490566037737}, {\"Administrative\": \"10\", \"TrafficType\": \"1\", \"total_measure\": 2083.0, \"share_within_group\": 17.01936432715091}, {\"Administrative\": \"6\", \"TrafficType\": \"1\", \"total_measure\": 3511.0, \"share_within_group\": 16.954800077264824}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..afc7f4cb0fbeab80f57d4fb9218f00f76a75f095 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:39:55.518766+00:00", + "ended_at": "2026-05-04T08:40:11.520521+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_480f8e7159965245", + "problem_id": "v2p_m6_f5b424408bc7fb93", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Administrative, measure_col=ProductRelated.", + "bindings": { + "group_col": "Administrative", + "measure_col": "ProductRelated", + "item_col": "TrafficType", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_480f8e7159965245.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_480f8e7159965245", + "api_calls": 0, + "input_tokens": 22986, + "cached_input_tokens": 19840, + "output_tokens": 231, + "total_tokens": 23217, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2895, + "estimated_output_tokens": 158, + "estimated_total_tokens": 3053, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15951.45, + "sql_execution_elapsed_ms_total": 15.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_480f8e7159965245\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a1a23fae41046a522fad2fbf1ffc373c6ed7f80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_480f8e7159965245/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:40:11.497153+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15951.45, "started_at": "2026-05-04T08:39:55.523546+00:00", "ended_at": "2026-05-04T08:40:11.474980+00:00", "prompt_metrics": {"chars": 10832, "bytes_utf8": 10832, "lines": 314, "estimated_tokens": 2895}, "response_metrics": {"chars": 659, "bytes_utf8": 659, "lines": 1, "estimated_tokens": 158}, "usage": {"input_tokens": 22986, "cached_input_tokens": 19840, "output_tokens": 231}, "stderr_preview": "2026-05-04T08:39:55.708078Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:39:58.245268Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Browser.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Browser", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa24a511bec27b65cb55e6dc0c32d888b573ee2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-ce11-7410-8665-55bf285c97ed"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Browser\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"Browser\\\" on the single table \\\"m6\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22843,"cached_input_tokens":19840,"output_tokens":87}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c4b8416548d1ef094f21869bbc54f7428976243 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Browser\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"Browser\" on the single table \"m6\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8bac826f21ef1bfe9049d67573507363aaff2cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:16.637474Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:19.179059Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:26.376432Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7077ecfb88a020f58f8948b8446fcdb5be5b9d32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Browser. +Result preview: [{"Browser": "2", "row_count": 7961}, {"Browser": "1", "row_count": 2462}, {"Browser": "4", "row_count": 736}, {"Browser": "5", "row_count": 467}, {"Browser": "6", "row_count": 174}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e61c7d0b7dae4d116d5447808a1cef26e743646 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_4818c05571a529ff +-- problem_id: v2p_m6_5e6a52aa4493b4b6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Browser" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47503cc0e2c47e0d8c2246f1429955cc0444c4bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"Browser\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Browser\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Browser\", \"row_count\"], \"rows\": [{\"Browser\": \"2\", \"row_count\": 7961}, {\"Browser\": \"1\", \"row_count\": 2462}, {\"Browser\": \"4\", \"row_count\": 736}, {\"Browser\": \"5\", \"row_count\": 467}, {\"Browser\": \"6\", \"row_count\": 174}, {\"Browser\": \"10\", \"row_count\": 163}, {\"Browser\": \"8\", \"row_count\": 135}, {\"Browser\": \"3\", \"row_count\": 105}, {\"Browser\": \"13\", \"row_count\": 61}, {\"Browser\": \"7\", \"row_count\": 49}, {\"Browser\": \"12\", \"row_count\": 10}, {\"Browser\": \"11\", \"row_count\": 6}, {\"Browser\": \"9\", \"row_count\": 1}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bfd00e9f100cd94f7d8a01038c8189b3dc270200 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:09:16.407312+00:00", + "ended_at": "2026-05-04T08:09:27.427815+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4818c05571a529ff", + "problem_id": "v2p_m6_5e6a52aa4493b4b6", + "dataset_id": "m6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Browser.", + "bindings": { + "group_col": "Browser", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_4818c05571a529ff.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4818c05571a529ff", + "api_calls": 0, + "input_tokens": 22843, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 22930, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2752, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2823, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10981.32, + "sql_execution_elapsed_ms_total": 7.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4818c05571a529ff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c40064c539283d8fe49d4cbcfec7ade894f8ace --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4818c05571a529ff/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:27.411283+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10981.32, "started_at": "2026-05-04T08:09:16.412335+00:00", "ended_at": "2026-05-04T08:09:27.393414+00:00", "prompt_metrics": {"chars": 10312, "bytes_utf8": 10312, "lines": 310, "estimated_tokens": 2752}, "response_metrics": {"chars": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22843, "cached_input_tokens": 19840, "output_tokens": 87}, "stderr_preview": "2026-05-04T08:09:16.637474Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:19.179059Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=SpecialDay, measure_col=OperatingSystems.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "OperatingSystems", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..08356463ecb51667492f68c1992f73dc2779358c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-fe7f-74e0-94d4-949fe0e3edfd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"SpecialDay\\\", AVG(CAST(\\\"OperatingSystems\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col bound to \\\"SpecialDay\\\" and measure_col bound to \\\"OperatingSystems\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":21888,"output_tokens":116}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f727e8ce52719bc09d5c6b485173b61be1d6a9d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"SpecialDay\", AVG(CAST(\"OperatingSystems\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col bound to \"SpecialDay\" and measure_col bound to \"OperatingSystems\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe7b3bf7af80b7cd59f30ba98dcc88d4fd7f8df1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T08:13:51.156527Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:59.568698Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce34f53980ea9d55c3c42ee5d033fdc184265bd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=SpecialDay, measure_col=OperatingSystems. +Result preview: [{"SpecialDay": "0.8", "avg_measure": 2.2553846153846155}, {"SpecialDay": "0", "avg_measure": 2.121581370159762}, {"SpecialDay": "1", "avg_measure": 2.116883116883117}, {"SpecialDay": "0.6", "avg_measure": 2.116809116809117}, {"SpecialDay": "0.4", "avg_measure": 2.1069958847736627}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c192798b2192f73d57d96b61c983d39c6c7d02c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_488f5931e0e18d1d +-- problem_id: v2p_m6_09220846aa9364d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", AVG(CAST("OperatingSystems" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..edf8a17e3b8afa3b7ca832d52bbec9ee77ef1691 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"SpecialDay\", AVG(CAST(\"OperatingSystems\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"SpecialDay\\\", AVG(CAST(\\\"OperatingSystems\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"SpecialDay\", \"avg_measure\"], \"rows\": [{\"SpecialDay\": \"0.8\", \"avg_measure\": 2.2553846153846155}, {\"SpecialDay\": \"0\", \"avg_measure\": 2.121581370159762}, {\"SpecialDay\": \"1\", \"avg_measure\": 2.116883116883117}, {\"SpecialDay\": \"0.6\", \"avg_measure\": 2.116809116809117}, {\"SpecialDay\": \"0.4\", \"avg_measure\": 2.1069958847736627}, {\"SpecialDay\": \"0.2\", \"avg_measure\": 2.0786516853932584}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.44}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8b34c1e2fcd9dc775a88cda27fbe64717e20afa0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:13:50.970145+00:00", + "ended_at": "2026-05-04T08:14:15.788766+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_488f5931e0e18d1d", + "problem_id": "v2p_m6_09220846aa9364d3", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=SpecialDay, measure_col=OperatingSystems.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "OperatingSystems", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_488f5931e0e18d1d.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_488f5931e0e18d1d", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 116, + "total_tokens": 22986, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2879, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24779.35, + "sql_execution_elapsed_ms_total": 8.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_488f5931e0e18d1d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7842dcb78bfb006ffe718407c9461854fec5a543 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_488f5931e0e18d1d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:15.772116+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24779.35, "started_at": "2026-05-04T08:13:50.976633+00:00", "ended_at": "2026-05-04T08:14:15.757462+00:00", "prompt_metrics": {"chars": 10426, "bytes_utf8": 10426, "lines": 312, "estimated_tokens": 2779}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22870, "cached_input_tokens": 21888, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:13:51.156527Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:59.568698Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Month, measure_col=ProductRelated, condition_col=VisitorType.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Month", + "measure_col": "ProductRelated", + "condition_col": "VisitorType", + "condition_value": "Returning_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..07179d080461ad0f50b4cb7aae865acb4306e5d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22b-5d0a-7e40-99c0-e608b1a308b1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"ProductRelated\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\"\\n ORDER BY CAST(\\\"ProductRelated\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" = 'Returning_Visitor'\\n AND \\\"ProductRelated\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_order\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"Month\\\",\\n \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_order\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per Month for rows where VisitorType = 'Returning_Visitor'. ProductRelated is cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22987,"cached_input_tokens":21888,"output_tokens":708}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c7d1b611f81702518b24b0bda652fe57d6bfc05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\"\n ORDER BY CAST(\"ProductRelated\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"VisitorType\" = 'Returning_Visitor'\n AND \"ProductRelated\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"Month\",\n \"measure_value\" AS \"conditional_percentile\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\"\n ORDER BY \"rn\"\n ) AS \"pick_order\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"Month\",\n \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"pick_order\" = 1\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per Month for rows where VisitorType = 'Returning_Visitor'. ProductRelated is cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b4709867355383f0a68fe850e0c5859707fa87d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:47:01.490104Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:47:03.869678Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:47:21.488193Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1864df0b67b483b0871d31817eb20329610244cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Month, measure_col=ProductRelated, condition_col=VisitorType. +Result preview: [{"Month": "Nov", "conditional_percentile": 170.0}, {"Month": "June", "conditional_percentile": 150.0}, {"Month": "Aug", "conditional_percentile": 139.0}, {"Month": "Jul", "conditional_percentile": 133.0}, {"Month": "Oct", "conditional_percentile": 129.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f960fc2fbd9f313dd413a09de0c2fc35bac5c4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_49a5e3d25b1b4fc2 +-- problem_id: v2p_m6_11cb4bedb84ea928 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + CAST("ProductRelated" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Month" + ORDER BY CAST("ProductRelated" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month" + ) AS "cnt" + FROM "m6" + WHERE "VisitorType" = 'Returning_Visitor' + AND "ProductRelated" IS NOT NULL +), +"picked" AS ( + SELECT + "Month", + "measure_value" AS "conditional_percentile", + ROW_NUMBER() OVER ( + PARTITION BY "Month" + ORDER BY "rn" + ) AS "pick_order" + FROM "ranked" + WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "Month", + "conditional_percentile" +FROM "picked" +WHERE "pick_order" = 1 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fe8388f68859dd6e75d2124e7be4ba76b577ff4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\"\n ORDER BY CAST(\"ProductRelated\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"VisitorType\" = 'Returning_Visitor'\n AND \"ProductRelated\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"Month\",\n \"measure_value\" AS \"conditional_percentile\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\"\n ORDER BY \"rn\"\n ) AS \"pick_order\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"Month\",\n \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"pick_order\" = 1\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"ProductRelated\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\"\\n ORDER BY CAST(\\\"ProductRelated\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" = 'Returning_Visitor'\\n AND \\\"ProductRelated\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_order\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"Month\\\",\\n \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_order\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Month\", \"conditional_percentile\"], \"rows\": [{\"Month\": \"Nov\", \"conditional_percentile\": 170.0}, {\"Month\": \"June\", \"conditional_percentile\": 150.0}, {\"Month\": \"Aug\", \"conditional_percentile\": 139.0}, {\"Month\": \"Jul\", \"conditional_percentile\": 133.0}, {\"Month\": \"Oct\", \"conditional_percentile\": 129.0}, {\"Month\": \"Dec\", \"conditional_percentile\": 108.0}, {\"Month\": \"Sep\", \"conditional_percentile\": 102.0}, {\"Month\": \"May\", \"conditional_percentile\": 87.0}, {\"Month\": \"Mar\", \"conditional_percentile\": 61.0}, {\"Month\": \"Feb\", \"conditional_percentile\": 36.0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.96}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9bd8d22d759c77aceed5ca18366e671336441b6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:47:01.236681+00:00", + "ended_at": "2026-05-04T08:47:22.577608+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_49a5e3d25b1b4fc2", + "problem_id": "v2p_m6_11cb4bedb84ea928", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Month, measure_col=ProductRelated, condition_col=VisitorType.", + "bindings": { + "group_col": "Month", + "measure_col": "ProductRelated", + "condition_col": "VisitorType", + "condition_value": "Returning_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_49a5e3d25b1b4fc2.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_49a5e3d25b1b4fc2", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 21888, + "output_tokens": 708, + "total_tokens": 23695, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 307, + "estimated_total_tokens": 3203, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21267.87, + "sql_execution_elapsed_ms_total": 38.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_49a5e3d25b1b4fc2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..163cd64fdbc03af6b8dd27d2670e6ae453e6cf73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:47:22.529183+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21267.87, "started_at": "2026-05-04T08:47:01.242753+00:00", "ended_at": "2026-05-04T08:47:22.509475+00:00", "prompt_metrics": {"chars": 10951, "bytes_utf8": 10951, "lines": 317, "estimated_tokens": 2896}, "response_metrics": {"chars": 1086, "bytes_utf8": 1086, "lines": 1, "estimated_tokens": 307}, "usage": {"input_tokens": 22987, "cached_input_tokens": 21888, "output_tokens": 708}, "stderr_preview": "2026-05-04T08:47:01.490104Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:47:03.869678Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"Month\\\",\\n \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_order\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per Month for row"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..83f5e635e7cdfbbce0b4a0de7a4e41b4e03b7ee1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_49a5e3d25b1b4fc2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_49a5e3d25b1b4fc2", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 21888, + "output_tokens": 708, + "total_tokens": 23695, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 307, + "estimated_total_tokens": 3203, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21267.87, + "sql_execution_elapsed_ms_total": 38.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_49a5e3d25b1b4fc2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a984807467980d84ddbc6164031a5f945e9e15e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10604, "bytes_utf8": 10604, "lines": 312, "estimated_tokens": 2819}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 878, "bytes_utf8": 878, "lines": 1, "estimated_tokens": 246}, "usage": {"input_tokens": 22910, "cached_input_tokens": 21888, "output_tokens": 721}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..21be64a3f06250711a74d1662a88a746fff444ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4ad1b18ffc3dc882", + "api_calls": 0, + "input_tokens": 22910, + "cached_input_tokens": 21888, + "output_tokens": 721, + "total_tokens": 23631, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2819, + "estimated_output_tokens": 246, + "estimated_total_tokens": 3065, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24918.64, + "sql_execution_elapsed_ms_total": 47.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4ad1b18ffc3dc882\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9f21e81f48d9fdd72f127b800ec55ed03bd4832e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:54:37.236237+00:00", + "ended_at": "2026-05-04T08:55:02.156022+00:00", + "elapsed_ms": 24918.64, + "prompt_metrics": { + "chars": 10604, + "bytes_utf8": 10604, + "lines": 312, + "estimated_tokens": 2819 + }, + "stdout_metrics": { + "chars": 1278, + "bytes_utf8": 1278, + "lines": 4, + "estimated_tokens": 392 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 878, + "bytes_utf8": 878, + "lines": 1, + "estimated_tokens": 246 + }, + "usage": { + "input_tokens": 22910, + "cached_input_tokens": 21888, + "output_tokens": 721 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5352d611cc973d74db9fee4cada94c322b46f80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Browser, measure_col=Informational_Duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Browser", + "measure_col": "Informational_Duration", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fbe757fcc88ab93340cb22e8c4a0efeff424097 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-526f-7871-a995-bde096edb613"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n CAST(\\\"Informational_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Browser\\\"\\n ORDER BY CAST(\\\"Informational_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Browser\\\") AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Browser\\\" IS NOT NULL\\n AND \\\"Informational_Duration\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"Browser\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST((\\\"cnt\\\" * 0.95) + 0.999999 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per Browser via window functions. \\\"Informational_Duration\\\" is CAST to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22910,"cached_input_tokens":21888,"output_tokens":721}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab86b9ce845189dabd8ac29e1ce859b15e99d5d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Browser\",\n CAST(\"Informational_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Browser\"\n ORDER BY CAST(\"Informational_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Browser\") AS \"cnt\"\n FROM \"m6\"\n WHERE \"Browser\" IS NOT NULL\n AND \"Informational_Duration\" IS NOT NULL\n)\nSELECT\n \"Browser\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST((\"cnt\" * 0.95) + 0.999999 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per Browser via window functions. \"Informational_Duration\" is CAST to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73a609df3b51262db11e5a48c8e26bd7eb46606e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:54:37.493220Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:39.846755Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:01.282371Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..535b4df8ae7590ba1cda445b31e805857a7f3a02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Browser, measure_col=Informational_Duration. +Result preview: [{"Browser": "7", "percentile_measure": 246.5}, {"Browser": "2", "percentile_measure": 213.0}, {"Browser": "6", "percentile_measure": 186.0}, {"Browser": "1", "percentile_measure": 165.0}, {"Browser": "10", "percentile_measure": 163.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb7a7c6cb45a95d23bc34449afa6b54f6a9cbdf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/generated_sql.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_4ad1b18ffc3dc882 +-- problem_id: v2p_m6_bcfec7d40ddbe1c3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Browser", + CAST("Informational_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Browser" + ORDER BY CAST("Informational_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "Browser") AS "cnt" + FROM "m6" + WHERE "Browser" IS NOT NULL + AND "Informational_Duration" IS NOT NULL +) +SELECT + "Browser", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "cnt" >= 5 + AND "rn" = CAST(("cnt" * 0.95) + 0.999999 AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..359f5d0a909a710ed8a7292133baf4c00d29d48c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Browser\",\n CAST(\"Informational_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Browser\"\n ORDER BY CAST(\"Informational_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Browser\") AS \"cnt\"\n FROM \"m6\"\n WHERE \"Browser\" IS NOT NULL\n AND \"Informational_Duration\" IS NOT NULL\n)\nSELECT\n \"Browser\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST((\"cnt\" * 0.95) + 0.999999 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n CAST(\\\"Informational_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Browser\\\"\\n ORDER BY CAST(\\\"Informational_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Browser\\\") AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Browser\\\" IS NOT NULL\\n AND \\\"Informational_Duration\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"Browser\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST((\\\"cnt\\\" * 0.95) + 0.999999 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Browser\", \"percentile_measure\"], \"rows\": [{\"Browser\": \"7\", \"percentile_measure\": 246.5}, {\"Browser\": \"2\", \"percentile_measure\": 213.0}, {\"Browser\": \"6\", \"percentile_measure\": 186.0}, {\"Browser\": \"1\", \"percentile_measure\": 165.0}, {\"Browser\": \"10\", \"percentile_measure\": 163.0}, {\"Browser\": \"4\", \"percentile_measure\": 141.5}, {\"Browser\": \"5\", \"percentile_measure\": 139.75}, {\"Browser\": \"3\", \"percentile_measure\": 108.0}, {\"Browser\": \"12\", \"percentile_measure\": 80.5}, {\"Browser\": \"11\", \"percentile_measure\": 13.0}, {\"Browser\": \"8\", \"percentile_measure\": 13.0}, {\"Browser\": \"13\", \"percentile_measure\": 10.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 47.81}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6226b9b594de449be8be3eb9880988d2c890d81e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:54:37.233167+00:00", + "ended_at": "2026-05-04T08:55:02.231293+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4ad1b18ffc3dc882", + "problem_id": "v2p_m6_bcfec7d40ddbe1c3", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Browser, measure_col=Informational_Duration.", + "bindings": { + "group_col": "Browser", + "measure_col": "Informational_Duration", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_4ad1b18ffc3dc882.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4ad1b18ffc3dc882", + "api_calls": 0, + "input_tokens": 22910, + "cached_input_tokens": 21888, + "output_tokens": 721, + "total_tokens": 23631, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2819, + "estimated_output_tokens": 246, + "estimated_total_tokens": 3065, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24918.64, + "sql_execution_elapsed_ms_total": 47.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4ad1b18ffc3dc882\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61142c6bebad73bdc5a2667342d2833df74490ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:55:02.174009+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24918.64, "started_at": "2026-05-04T08:54:37.236237+00:00", "ended_at": "2026-05-04T08:55:02.156022+00:00", "prompt_metrics": {"chars": 10604, "bytes_utf8": 10604, "lines": 312, "estimated_tokens": 2819}, "response_metrics": {"chars": 878, "bytes_utf8": 878, "lines": 1, "estimated_tokens": 246}, "usage": {"input_tokens": 22910, "cached_input_tokens": 21888, "output_tokens": 721}, "stderr_preview": "2026-05-04T08:54:37.493220Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:39.846755Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\n AND \\\"rn\\\" = CAST((\\\"cnt\\\" * 0.95) + 0.999999 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per Browser via window functions. \\\"Informational_Duration\\\" is CAST to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..056954fdf77c0ef0a6ae65326841225a4a35bdc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ad1b18ffc3dc882/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4ad1b18ffc3dc882", + "api_calls": 0, + "input_tokens": 22910, + "cached_input_tokens": 21888, + "output_tokens": 721, + "total_tokens": 23631, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2819, + "estimated_output_tokens": 246, + "estimated_total_tokens": 3065, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24918.64, + "sql_execution_elapsed_ms_total": 47.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4ad1b18ffc3dc882\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ee158e1038dd682841126f5a4fe7d5eb1e56f19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10801, "bytes_utf8": 10801, "lines": 314, "estimated_tokens": 2901}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1345, "bytes_utf8": 1345, "lines": 1, "estimated_tokens": 383}, "usage": {"input_tokens": 22992, "cached_input_tokens": 6528, "output_tokens": 845}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3e4cc8a1673dfb5efd0d54b2e6973cded1eb36e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4b959801fee546ad", + "api_calls": 0, + "input_tokens": 22992, + "cached_input_tokens": 6528, + "output_tokens": 845, + "total_tokens": 23837, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2901, + "estimated_output_tokens": 383, + "estimated_total_tokens": 3284, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23941.35, + "sql_execution_elapsed_ms_total": 73.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4b959801fee546ad\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c2f27c4e67821e240723b3e530320c6abe44a4b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:23:41.111680+00:00", + "ended_at": "2026-05-04T08:24:05.053091+00:00", + "elapsed_ms": 23941.35, + "prompt_metrics": { + "chars": 10801, + "bytes_utf8": 10801, + "lines": 314, + "estimated_tokens": 2901 + }, + "stdout_metrics": { + "chars": 1800, + "bytes_utf8": 1800, + "lines": 4, + "estimated_tokens": 568 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1345, + "bytes_utf8": 1345, + "lines": 1, + "estimated_tokens": 383 + }, + "usage": { + "input_tokens": 22992, + "cached_input_tokens": 6528, + "output_tokens": 845 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74394795ca62bb8b82f57f2c46a90b027222ba78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType, group_col_2=Weekend, measure_col=PageValues.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "TrafficType", + "group_col_2": "Weekend", + "measure_col": "PageValues", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0e159cfd06b06b4080b4f8ee4a09a54942664a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-ffb2-77d0-b600-c953c6e0af72"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"Weekend\\\",\\n CAST(\\\"PageValues\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"TrafficType\\\", \\\"Weekend\\\"\\n ORDER BY CAST(\\\"PageValues\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"TrafficType\\\", \\\"Weekend\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"TrafficType\\\" IS NOT NULL\\n AND \\\"Weekend\\\" IS NOT NULL\\n AND \\\"PageValues\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"TrafficType\\\",\\n \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2) THEN \\\"measure\\\" END) AS \\\"median_measure\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(\\n (SUM(\\\"measure\\\" * \\\"measure\\\") - (SUM(\\\"measure\\\") * SUM(\\\"measure\\\")) / COUNT(*))\\n / (COUNT(*) - 1)\\n )\\n ELSE NULL\\n END AS \\\"measure_stddev\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"TrafficType\\\", \\\"Weekend\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"median_measure\\\" DESC;\",\"notes\":\"Adapted the planned template for SQLite by emulating the median with window functions and computing sample standard deviation manually, since SQLite does not support PERCENTILE_CONT or STDDEV. Applied the provided bindings for TrafficType, Weekend, and PageValues, and used the bound min_group_size=5 as a stability filter.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22992,"cached_input_tokens":6528,"output_tokens":845}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d58d966e85f9bcfce46573c4388d328a5220d59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"TrafficType\",\n \"Weekend\",\n CAST(\"PageValues\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"TrafficType\", \"Weekend\"\n ORDER BY CAST(\"PageValues\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"TrafficType\", \"Weekend\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"TrafficType\" IS NOT NULL\n AND \"Weekend\" IS NOT NULL\n AND \"PageValues\" IS NOT NULL\n)\nSELECT\n \"TrafficType\",\n \"Weekend\",\n AVG(CASE WHEN \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2) THEN \"measure\" END) AS \"median_measure\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(\n (SUM(\"measure\" * \"measure\") - (SUM(\"measure\") * SUM(\"measure\")) / COUNT(*))\n / (COUNT(*) - 1)\n )\n ELSE NULL\n END AS \"measure_stddev\"\nFROM \"ranked\"\nGROUP BY \"TrafficType\", \"Weekend\"\nHAVING COUNT(*) >= 5\nORDER BY \"median_measure\" DESC;","notes":"Adapted the planned template for SQLite by emulating the median with window functions and computing sample standard deviation manually, since SQLite does not support PERCENTILE_CONT or STDDEV. Applied the provided bindings for TrafficType, Weekend, and PageValues, and used the bound min_group_size=5 as a stability filter."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcca24db028e404961c072253a91ee8a78e1a456 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:41.303566Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:43.811833Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:04.202476Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc8030ba2b42a36d1e65af42d03d299cd57a0941 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType, group_col_2=Weekend, measure_col=PageValues. +Result preview: [{"TrafficType": "7", "Weekend": "FALSE", "median_measure": 2.0851021005, "measure_stddev": 22.38116516118683}, {"TrafficType": "1", "Weekend": "FALSE", "median_measure": 0.0, "measure_stddev": 10.912068479212325}, {"TrafficType": "1", "Weekend": "TRUE", "median_measure": 0.0, "measure_stddev": 10.990933575326501}, {"TrafficType": "10", "Weekend": "FALSE", "median_measure": 0.0, "measure_stddev": 16.32841315066074}, {"TrafficType": "10", "Weekend": "TRUE", "median_measure": 0.0, "measure_stddev": 24.12517288157408}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0eed42abac4fa9cceed431617057a399730fe12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_4b959801fee546ad +-- problem_id: v2p_m6_4e68a3168b033602 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "TrafficType", + "Weekend", + CAST("PageValues" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "TrafficType", "Weekend" + ORDER BY CAST("PageValues" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "TrafficType", "Weekend" + ) AS "cnt" + FROM "m6" + WHERE "TrafficType" IS NOT NULL + AND "Weekend" IS NOT NULL + AND "PageValues" IS NOT NULL +) +SELECT + "TrafficType", + "Weekend", + AVG(CASE WHEN "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) THEN "measure" END) AS "median_measure", + CASE + WHEN COUNT(*) > 1 THEN SQRT( + (SUM("measure" * "measure") - (SUM("measure") * SUM("measure")) / COUNT(*)) + / (COUNT(*) - 1) + ) + ELSE NULL + END AS "measure_stddev" +FROM "ranked" +GROUP BY "TrafficType", "Weekend" +HAVING COUNT(*) >= 5 +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8515631e0dc553b197fc898ac0e9fad4a467ed36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"TrafficType\",\n \"Weekend\",\n CAST(\"PageValues\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"TrafficType\", \"Weekend\"\n ORDER BY CAST(\"PageValues\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"TrafficType\", \"Weekend\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"TrafficType\" IS NOT NULL\n AND \"Weekend\" IS NOT NULL\n AND \"PageValues\" IS NOT NULL\n)\nSELECT\n \"TrafficType\",\n \"Weekend\",\n AVG(CASE WHEN \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2) THEN \"measure\" END) AS \"median_measure\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(\n (SUM(\"measure\" * \"measure\") - (SUM(\"measure\") * SUM(\"measure\")) / COUNT(*))\n / (COUNT(*) - 1)\n )\n ELSE NULL\n END AS \"measure_stddev\"\nFROM \"ranked\"\nGROUP BY \"TrafficType\", \"Weekend\"\nHAVING COUNT(*) >= 5\nORDER BY \"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"Weekend\\\",\\n CAST(\\\"PageValues\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"TrafficType\\\", \\\"Weekend\\\"\\n ORDER BY CAST(\\\"PageValues\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"TrafficType\\\", \\\"Weekend\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"TrafficType\\\" IS NOT NULL\\n AND \\\"Weekend\\\" IS NOT NULL\\n AND \\\"PageValues\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"TrafficType\\\",\\n \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2) THEN \\\"measure\\\" END) AS \\\"median_measure\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(\\n (SUM(\\\"measure\\\" * \\\"measure\\\") - (SUM(\\\"measure\\\") * SUM(\\\"measure\\\")) / COUNT(*))\\n / (COUNT(*) - 1)\\n )\\n ELSE NULL\\n END AS \\\"measure_stddev\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"TrafficType\\\", \\\"Weekend\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"median_measure\\\" DESC;\", \"columns\": [\"TrafficType\", \"Weekend\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"TrafficType\": \"7\", \"Weekend\": \"FALSE\", \"median_measure\": 2.0851021005, \"measure_stddev\": 22.38116516118683}, {\"TrafficType\": \"1\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 10.912068479212325}, {\"TrafficType\": \"1\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 10.990933575326501}, {\"TrafficType\": \"10\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 16.32841315066074}, {\"TrafficType\": \"10\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 24.12517288157408}, {\"TrafficType\": \"11\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 15.833779235923428}, {\"TrafficType\": \"11\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 16.946574226961133}, {\"TrafficType\": \"13\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 10.639416980362766}, {\"TrafficType\": \"13\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 8.692289700222242}, {\"TrafficType\": \"14\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 5.355131295669651}, {\"TrafficType\": \"14\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 15.756263840680107}, {\"TrafficType\": \"15\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"15\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.3361038898421143}, {\"TrafficType\": \"18\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"TrafficType\": \"19\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 0.8946042421093251}, {\"TrafficType\": \"19\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 25.20444222497046}, {\"TrafficType\": \"2\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 23.35079400935041}, {\"TrafficType\": \"2\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 19.752369054896626}, {\"TrafficType\": \"20\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 43.61622804620883}, {\"TrafficType\": \"20\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 20.9454195736589}, {\"TrafficType\": \"3\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 12.052400160183911}, {\"TrafficType\": \"3\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 17.52956906183728}, {\"TrafficType\": \"4\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 15.66932652575795}, {\"TrafficType\": \"4\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 22.987993664299857}, {\"TrafficType\": \"5\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 17.621250125881797}, {\"TrafficType\": \"5\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 26.235544844541405}, {\"TrafficType\": \"6\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 12.048477135436347}, {\"TrafficType\": \"6\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 19.142829235753766}, {\"TrafficType\": \"7\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 19.13401503020422}, {\"TrafficType\": \"8\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 34.25242113989854}, {\"TrafficType\": \"8\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 23.937570308908857}, {\"TrafficType\": \"9\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 14.838860069951588}], \"row_count_returned\": 32, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 73.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..43abbda30d3889c7f325ad283ee9c1954a7f42f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:23:41.107393+00:00", + "ended_at": "2026-05-04T08:24:05.158157+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4b959801fee546ad", + "problem_id": "v2p_m6_4e68a3168b033602", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType, group_col_2=Weekend, measure_col=PageValues.", + "bindings": { + "group_col": "TrafficType", + "group_col_2": "Weekend", + "measure_col": "PageValues", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_4b959801fee546ad.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4b959801fee546ad", + "api_calls": 0, + "input_tokens": 22992, + "cached_input_tokens": 6528, + "output_tokens": 845, + "total_tokens": 23837, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2901, + "estimated_output_tokens": 383, + "estimated_total_tokens": 3284, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23941.35, + "sql_execution_elapsed_ms_total": 73.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4b959801fee546ad\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8d97b4fdace2c16c6d52a9a6bd4808a8ead907f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:05.075038+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23941.35, "started_at": "2026-05-04T08:23:41.111680+00:00", "ended_at": "2026-05-04T08:24:05.053091+00:00", "prompt_metrics": {"chars": 10801, "bytes_utf8": 10801, "lines": 314, "estimated_tokens": 2901}, "response_metrics": {"chars": 1345, "bytes_utf8": 1345, "lines": 1, "estimated_tokens": 383}, "usage": {"input_tokens": 22992, "cached_input_tokens": 6528, "output_tokens": 845}, "stderr_preview": "2026-05-04T08:23:41.303566Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:43.811833Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 1 THEN SQRT(\\n (SUM(\\\"measure\\\" * \\\"measure\\\") - (SUM(\\\"measure\\\") * SUM(\\\"measure\\\")) / COUNT(*))\\n / (COUNT(*) - 1)\\n )\\n ELSE NULL\\n END AS \\\"measure_stddev\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"TrafficType\\\", \\\"Weekend\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"median_measur"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4eb7267152b8e5fd0f5097d03b872bec3696bd94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4b959801fee546ad/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4b959801fee546ad", + "api_calls": 0, + "input_tokens": 22992, + "cached_input_tokens": 6528, + "output_tokens": 845, + "total_tokens": 23837, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2901, + "estimated_output_tokens": 383, + "estimated_total_tokens": 3284, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23941.35, + "sql_execution_elapsed_ms_total": 73.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4b959801fee546ad\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05502aa2854bfe72bf369c5da7043a97b8334453 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10946, "bytes_utf8": 10946, "lines": 317, "estimated_tokens": 2896}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1172, "bytes_utf8": 1172, "lines": 1, "estimated_tokens": 331}, "usage": {"input_tokens": 22987, "cached_input_tokens": 21888, "output_tokens": 945}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..55f0cbba34118481099916431fb3b17c18658b5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4bc678f546bf9c78", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 21888, + "output_tokens": 945, + "total_tokens": 23932, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 331, + "estimated_total_tokens": 3227, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25405.51, + "sql_execution_elapsed_ms_total": 43.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4bc678f546bf9c78\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8632c577703543a9ae0610a70cc7366d784f89af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:43:41.779629+00:00", + "ended_at": "2026-05-04T08:44:07.185246+00:00", + "elapsed_ms": 25405.51, + "prompt_metrics": { + "chars": 10946, + "bytes_utf8": 10946, + "lines": 317, + "estimated_tokens": 2896 + }, + "stdout_metrics": { + "chars": 1613, + "bytes_utf8": 1613, + "lines": 4, + "estimated_tokens": 507 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13205 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1172, + "bytes_utf8": 1172, + "lines": 1, + "estimated_tokens": 331 + }, + "usage": { + "input_tokens": 22987, + "cached_input_tokens": 21888, + "output_tokens": 945 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f302ec944d9efa4b8f2ed845a1fe60837422c703 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,317 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Weekend, measure_col=TrafficType, condition_col=VisitorType.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Weekend", + "measure_col": "TrafficType", + "condition_col": "VisitorType", + "condition_value": "Returning_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca68caa3373ff4915b33cfde6dabfec344051c34 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df228-51d5-7681-a2e6-7b676594936f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n CAST(\\\"TrafficType\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ORDER BY CAST(\\\"TrafficType\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" = 'Returning_Visitor'\\n AND \\\"TrafficType\\\" IS NOT NULL\\n AND TRIM(\\\"TrafficType\\\") <> ''\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\n)\\nSELECT\\n \\\"Weekend\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query approximates the 0.9 quantile by selecting the smallest TrafficType value at or above rank ceil(0.9 * group_count) within each Weekend group after filtering to VisitorType = 'Returning_Visitor'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22987,"cached_input_tokens":21888,"output_tokens":945}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f73f725729b83f072eb2d05c13ba5d0afce09922 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"Weekend\",\n CAST(\"TrafficType\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\"\n ORDER BY CAST(\"TrafficType\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Weekend\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"VisitorType\" = 'Returning_Visitor'\n AND \"TrafficType\" IS NOT NULL\n AND TRIM(\"TrafficType\") <> ''\n),\n\"picked\" AS (\n SELECT\n \"Weekend\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\n)\nSELECT\n \"Weekend\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"pick_rank\" = 1\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query approximates the 0.9 quantile by selecting the smallest TrafficType value at or above rank ceil(0.9 * group_count) within each Weekend group after filtering to VisitorType = 'Returning_Visitor'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abbec711e39336bfba1d918188f9b9ed401ed861 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:43:41.998676Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:43:44.358626Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:44:06.387720Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..452c2f00ed27d717ffc5f02655734e8fb011a460 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Weekend, measure_col=TrafficType, condition_col=VisitorType. +Result preview: [{"Weekend": "FALSE", "conditional_percentile": 11.0}, {"Weekend": "TRUE", "conditional_percentile": 11.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..34e2940cb953f9bad264dffae96771ea5ab6287b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/generated_sql.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_4bc678f546bf9c78 +-- problem_id: v2p_m6_0b58dd40ae56f831 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Weekend", + CAST("TrafficType" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend" + ORDER BY CAST("TrafficType" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Weekend" + ) AS "cnt" + FROM "m6" + WHERE "VisitorType" = 'Returning_Visitor' + AND "TrafficType" IS NOT NULL + AND TRIM("TrafficType") <> '' +), +"picked" AS ( + SELECT + "Weekend", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST(((9 * "cnt") + 9) / 10 AS INTEGER) +) +SELECT + "Weekend", + "measure_value" AS "conditional_percentile" +FROM "picked" +WHERE "pick_rank" = 1 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4bb61dfa636dc8b8a94c86922aa3a162733dbb42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"Weekend\",\n CAST(\"TrafficType\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\"\n ORDER BY CAST(\"TrafficType\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Weekend\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"VisitorType\" = 'Returning_Visitor'\n AND \"TrafficType\" IS NOT NULL\n AND TRIM(\"TrafficType\") <> ''\n),\n\"picked\" AS (\n SELECT\n \"Weekend\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\n)\nSELECT\n \"Weekend\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"pick_rank\" = 1\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n CAST(\\\"TrafficType\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ORDER BY CAST(\\\"TrafficType\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" = 'Returning_Visitor'\\n AND \\\"TrafficType\\\" IS NOT NULL\\n AND TRIM(\\\"TrafficType\\\") <> ''\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\n)\\nSELECT\\n \\\"Weekend\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Weekend\", \"conditional_percentile\"], \"rows\": [{\"Weekend\": \"FALSE\", \"conditional_percentile\": 11.0}, {\"Weekend\": \"TRUE\", \"conditional_percentile\": 11.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 43.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cb6f6166762633272e1ab96a676430c7788cc7bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:43:41.775680+00:00", + "ended_at": "2026-05-04T08:44:07.256302+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4bc678f546bf9c78", + "problem_id": "v2p_m6_0b58dd40ae56f831", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Weekend, measure_col=TrafficType, condition_col=VisitorType.", + "bindings": { + "group_col": "Weekend", + "measure_col": "TrafficType", + "condition_col": "VisitorType", + "condition_value": "Returning_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_4bc678f546bf9c78.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4bc678f546bf9c78", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 21888, + "output_tokens": 945, + "total_tokens": 23932, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 331, + "estimated_total_tokens": 3227, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25405.51, + "sql_execution_elapsed_ms_total": 43.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4bc678f546bf9c78\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1cfb9883b175092a1999061b71940ea9d228bd4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:44:07.199506+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25405.51, "started_at": "2026-05-04T08:43:41.779629+00:00", "ended_at": "2026-05-04T08:44:07.185246+00:00", "prompt_metrics": {"chars": 10946, "bytes_utf8": 10946, "lines": 317, "estimated_tokens": 2896}, "response_metrics": {"chars": 1172, "bytes_utf8": 1172, "lines": 1, "estimated_tokens": 331}, "usage": {"input_tokens": 22987, "cached_input_tokens": 21888, "output_tokens": 945}, "stderr_preview": "2026-05-04T08:43:41.998676Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:43:44.358626Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\n)\\nSELECT\\n \\\"Weekend\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query approximates the 0.9 qua"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..91c535e878b1fc6069de6dfc7cc74ea386b664f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4bc678f546bf9c78/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4bc678f546bf9c78", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 21888, + "output_tokens": 945, + "total_tokens": 23932, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 331, + "estimated_total_tokens": 3227, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25405.51, + "sql_execution_elapsed_ms_total": 43.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4bc678f546bf9c78\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..da2fe63bc8235cacf3b1d053c71345fa83e3ed29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Returning_Visitor", "support": 10551, "support_share": 0.8557177615571776, "support_rank": 1}, {"value_label": "New_Visitor", "support": 1694, "support_share": 0.13738848337388485, "support_rank": 2}, {"value_label": "Other", "support": 85, "support_share": 0.006893755068937551, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..60388c8cbd62527a0c3e0f8fac66b1b60e58efbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_4c2830dcf60b7312 +-- problem_id: v2p_m6_ae38e49528f53cbe +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "VisitorType" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "VisitorType" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a6e80dd6bc951afed84d394353fe05ac8b12eb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m6_4c2830dcf60b7312\n-- problem_id: v2p_m6_ae38e49528f53cbe\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"VisitorType\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"VisitorType\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m6_4c2830dcf60b7312\\n-- problem_id: v2p_m6_ae38e49528f53cbe\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"VisitorType\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"VisitorType\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"Returning_Visitor\", \"support\": 10551, \"support_share\": 0.8557177615571776, \"support_rank\": 1}, {\"value_label\": \"New_Visitor\", \"support\": 1694, \"support_share\": 0.13738848337388485, \"support_rank\": 2}, {\"value_label\": \"Other\", \"support\": 85, \"support_share\": 0.006893755068937551, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.68}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3441fed53bdf317f304d1422ec8f7a45c3c802c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.103008+00:00", + "ended_at": "2026-05-04T09:03:22.113453+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4c2830dcf60b7312", + "problem_id": "v2p_m6_ae38e49528f53cbe", + "dataset_id": "m6", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=VisitorType.", + "bindings": { + "group_col": "VisitorType" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_4c2830dcf60b7312.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4caf65683d76240b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4caf65683d76240b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4034ec48d055c1c86b1e5f4f127b67eeb5beab8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4caf65683d76240b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 11079, "support_share": 0.8985401459854014, "cumulative_support": 11079}, {"value_label": "0.6", "support": 351, "support_share": 0.02846715328467153, "cumulative_support": 11430}, {"value_label": "0.8", "support": 325, "support_share": 0.026358475263584754, "cumulative_support": 11755}, {"value_label": "0.4", "support": 243, "support_share": 0.01970802919708029, "cumulative_support": 11998}, {"value_label": "0.2", "support": 178, "support_share": 0.014436334144363341, "cumulative_support": 12176}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4caf65683d76240b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4caf65683d76240b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb755099a2a80b19469999db863d6970960de847 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4caf65683d76240b/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_4caf65683d76240b +-- problem_id: v2p_m6_51a120766efcdd48 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "SpecialDay" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "SpecialDay" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4caf65683d76240b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4caf65683d76240b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a85f3f900d6fabb511fb917f733d64570d0b918b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4caf65683d76240b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m6_4caf65683d76240b\n-- problem_id: v2p_m6_51a120766efcdd48\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"SpecialDay\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"SpecialDay\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m6_4caf65683d76240b\\n-- problem_id: v2p_m6_51a120766efcdd48\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"SpecialDay\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"SpecialDay\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 11079, \"support_share\": 0.8985401459854014, \"cumulative_support\": 11079}, {\"value_label\": \"0.6\", \"support\": 351, \"support_share\": 0.02846715328467153, \"cumulative_support\": 11430}, {\"value_label\": \"0.8\", \"support\": 325, \"support_share\": 0.026358475263584754, \"cumulative_support\": 11755}, {\"value_label\": \"0.4\", \"support\": 243, \"support_share\": 0.01970802919708029, \"cumulative_support\": 11998}, {\"value_label\": \"0.2\", \"support\": 178, \"support_share\": 0.014436334144363341, \"cumulative_support\": 12176}, {\"value_label\": \"1\", \"support\": 154, \"support_share\": 0.012489862124898622, \"cumulative_support\": 12330}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.55}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4caf65683d76240b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4caf65683d76240b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..39d7b5bf25e6e1fe0ae107395efd523cbf6a68dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4caf65683d76240b/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:21.870509+00:00", + "ended_at": "2026-05-04T09:03:21.880543+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4caf65683d76240b", + "problem_id": "v2p_m6_51a120766efcdd48", + "dataset_id": "m6", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay.", + "bindings": { + "group_col": "SpecialDay" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_4caf65683d76240b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4caf65683d76240b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4caf65683d76240b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4caf65683d76240b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4dd1cd85fdd3fc2c23b91e6240d071027e6b23d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10616, "bytes_utf8": 10616, "lines": 314, "estimated_tokens": 2834}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22923, "cached_input_tokens": 21888, "output_tokens": 133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..59464182650704725181328f63b56a26d125170d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4cdd227feb7910c6", + "api_calls": 0, + "input_tokens": 22923, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 23056, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2834, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2951, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11315.5, + "sql_execution_elapsed_ms_total": 6.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4cdd227feb7910c6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..715fd920caab1c6b7c6462b92a49a3c0b5962b89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:12:41.692356+00:00", + "ended_at": "2026-05-04T08:12:53.007719+00:00", + "elapsed_ms": 11315.5, + "prompt_metrics": { + "chars": 10616, + "bytes_utf8": 10616, + "lines": 314, + "estimated_tokens": 2834 + }, + "stdout_metrics": { + "chars": 834, + "bytes_utf8": 834, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 504, + "bytes_utf8": 504, + "lines": 1, + "estimated_tokens": 117 + }, + "usage": { + "input_tokens": 22923, + "cached_input_tokens": 21888, + "output_tokens": 133 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cafa7c1e48681ed6b6c4f9cbc644cb86db656859 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=VisitorType.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "VisitorType", + "predicate_col": "Administrative_Duration", + "predicate_op": ">=", + "predicate_value": 93.25625, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcdec118087a603f6ca6288514ff7692473d2f53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-efdd-74f1-be00-80d2a0ac1576"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"VisitorType\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative_Duration\\\" AS REAL) >= 93.25625\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"VisitorType\\\" and predicate_col bound to \\\"Administrative_Duration\\\". Cast \\\"Administrative_Duration\\\" to REAL because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22923,"cached_input_tokens":21888,"output_tokens":133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d45892cbfbd52d2448fd8166b07e5b900875cde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"VisitorType\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Administrative_Duration\" AS REAL) >= 93.25625\nGROUP BY \"VisitorType\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"VisitorType\" and predicate_col bound to \"Administrative_Duration\". Cast \"Administrative_Duration\" to REAL because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fb7e875da5afa5b1b16f39515bea73c5f5f89fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:41.870323Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:44.264670Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:52.300899Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6675c5501350ae892f11ede792ae84ed2bf780bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=VisitorType. +Result preview: [{"VisitorType": "Returning_Visitor", "support": 2537}, {"VisitorType": "New_Visitor", "support": 532}, {"VisitorType": "Other", "support": 14}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b692e1436dbf4a3230868e8db1c41d2e11b77778 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_4cdd227feb7910c6 +-- problem_id: v2p_m6_a306470c41e0048b +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", COUNT(*) AS support +FROM "m6" +WHERE CAST("Administrative_Duration" AS REAL) >= 93.25625 +GROUP BY "VisitorType" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dec025047bfcbdc8818189c262e573b919bbb514 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"VisitorType\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Administrative_Duration\" AS REAL) >= 93.25625\nGROUP BY \"VisitorType\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"VisitorType\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative_Duration\\\" AS REAL) >= 93.25625\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"VisitorType\", \"support\"], \"rows\": [{\"VisitorType\": \"Returning_Visitor\", \"support\": 2537}, {\"VisitorType\": \"New_Visitor\", \"support\": 532}, {\"VisitorType\": \"Other\", \"support\": 14}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bc5b3679b6746d41d24f4e16c837ff4d8553cdd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:12:41.688949+00:00", + "ended_at": "2026-05-04T08:12:53.052128+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4cdd227feb7910c6", + "problem_id": "v2p_m6_a306470c41e0048b", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=VisitorType.", + "bindings": { + "group_col": "VisitorType", + "predicate_col": "Administrative_Duration", + "predicate_op": ">=", + "predicate_value": 93.25625, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_4cdd227feb7910c6.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4cdd227feb7910c6", + "api_calls": 0, + "input_tokens": 22923, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 23056, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2834, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2951, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11315.5, + "sql_execution_elapsed_ms_total": 6.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4cdd227feb7910c6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc59c6fec607323811670a771c0989d2372ba22f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:53.036518+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11315.5, "started_at": "2026-05-04T08:12:41.692356+00:00", "ended_at": "2026-05-04T08:12:53.007719+00:00", "prompt_metrics": {"chars": 10616, "bytes_utf8": 10616, "lines": 314, "estimated_tokens": 2834}, "response_metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22923, "cached_input_tokens": 21888, "output_tokens": 133}, "stderr_preview": "2026-05-04T08:12:41.870323Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:44.264670Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 93.25625\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"VisitorType\\\" and predicate_col bound to \\\"Administrative_Duration\\\". Cast \\\"Administrative_Duration\\\" to REAL because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9d897e6f6d28ac92ec11615414dda0f80adc7f8d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4cdd227feb7910c6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4cdd227feb7910c6", + "api_calls": 0, + "input_tokens": 22923, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 23056, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2834, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2951, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11315.5, + "sql_execution_elapsed_ms_total": 6.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4cdd227feb7910c6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2810fb10af443a3a747c44ed2b64e02d3b3708c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10700, "bytes_utf8": 10700, "lines": 316, "estimated_tokens": 2858}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 515, "bytes_utf8": 515, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22947, "cached_input_tokens": 21888, "output_tokens": 138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..02b9f838b7d65413ca93fa2b5ee855300c60347c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4d62bc2db6d46746", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 23085, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13470.79, + "sql_execution_elapsed_ms_total": 9.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4d62bc2db6d46746\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e27a24594c29a2265a57b6176ef23fdfe15996f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:20:56.947887+00:00", + "ended_at": "2026-05-04T08:21:10.418041+00:00", + "elapsed_ms": 13470.79, + "prompt_metrics": { + "chars": 10700, + "bytes_utf8": 10700, + "lines": 316, + "estimated_tokens": 2858 + }, + "stdout_metrics": { + "chars": 849, + "bytes_utf8": 849, + "lines": 4, + "estimated_tokens": 239 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13205 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 515, + "bytes_utf8": 515, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 138 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ada3a24983730deafcb64d33a19cb04689b9c2a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Administrative, measure_col=Informational.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Administrative", + "measure_col": "Informational", + "predicate_col": "PageValues", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1eced4ec699cffb094fff1abbc9a03214d1a14b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-7e7e-7461-b1f6-4ae1b00c7c64"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Administrative\\\", SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"PageValues\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Administrative\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template using group_col=\\\"Administrative\\\", measure_col=\\\"Informational\\\", and predicate_col=\\\"PageValues\\\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22947,"cached_input_tokens":21888,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..570af061ab45b5f5e8270c3a0708c13c14408dd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Administrative\", SUM(CAST(\"Informational\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"PageValues\" AS REAL) >= 0.0\nGROUP BY \"Administrative\"\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Applied the required Top-k Group Sum with Filter template using group_col=\"Administrative\", measure_col=\"Informational\", and predicate_col=\"PageValues\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..855c55f578686c4b89c9d6c3a9b82dcf497ffd10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:57.162214Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:59.546924Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:09.691918Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9e12d11df67f77a65f9012e9dbc6d7002e0fc7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Administrative, measure_col=Informational. +Result preview: [{"Administrative": "0", "total_measure": 885.0}, {"Administrative": "1", "total_measure": 592.0}, {"Administrative": "2", "total_measure": 577.0}, {"Administrative": "3", "total_measure": 555.0}, {"Administrative": "5", "total_measure": 471.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f28c676d22575501dcaa7804658b7c941ae3cca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_4d62bc2db6d46746 +-- problem_id: v2p_m6_dab16781bbcd2e95 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", SUM(CAST("Informational" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("PageValues" AS REAL) >= 0.0 +GROUP BY "Administrative" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20948fd01c1c2aa293149f2632f286f2cf936f63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Administrative\", SUM(CAST(\"Informational\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"PageValues\" AS REAL) >= 0.0\nGROUP BY \"Administrative\"\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Administrative\\\", SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"PageValues\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Administrative\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"Administrative\", \"total_measure\"], \"rows\": [{\"Administrative\": \"0\", \"total_measure\": 885.0}, {\"Administrative\": \"1\", \"total_measure\": 592.0}, {\"Administrative\": \"2\", \"total_measure\": 577.0}, {\"Administrative\": \"3\", \"total_measure\": 555.0}, {\"Administrative\": \"5\", \"total_measure\": 471.0}, {\"Administrative\": \"4\", \"total_measure\": 471.0}, {\"Administrative\": \"6\", \"total_measure\": 415.0}, {\"Administrative\": \"8\", \"total_measure\": 412.0}, {\"Administrative\": \"7\", \"total_measure\": 398.0}, {\"Administrative\": \"9\", \"total_measure\": 289.0}, {\"Administrative\": \"10\", \"total_measure\": 236.0}, {\"Administrative\": \"11\", \"total_measure\": 205.0}, {\"Administrative\": \"12\", \"total_measure\": 152.0}, {\"Administrative\": \"13\", \"total_measure\": 130.0}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..99b748ebf5022743d9c5ba78e62dce436ae67161 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:20:56.943942+00:00", + "ended_at": "2026-05-04T08:21:10.453785+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4d62bc2db6d46746", + "problem_id": "v2p_m6_dab16781bbcd2e95", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Administrative, measure_col=Informational.", + "bindings": { + "group_col": "Administrative", + "measure_col": "Informational", + "predicate_col": "PageValues", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=44" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_4d62bc2db6d46746.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4d62bc2db6d46746", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 23085, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13470.79, + "sql_execution_elapsed_ms_total": 9.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4d62bc2db6d46746\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2139eefe3b09c9b4ff14031749079104e092d8da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:10.436815+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13470.79, "started_at": "2026-05-04T08:20:56.947887+00:00", "ended_at": "2026-05-04T08:21:10.418041+00:00", "prompt_metrics": {"chars": 10700, "bytes_utf8": 10700, "lines": 316, "estimated_tokens": 2858}, "response_metrics": {"chars": 515, "bytes_utf8": 515, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22947, "cached_input_tokens": 21888, "output_tokens": 138}, "stderr_preview": "2026-05-04T08:20:57.162214Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:59.546924Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"Administrative\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template using group_col=\\\"Administrative\\\", measure_col=\\\"Informational\\\", and predicate_col=\\\"PageValues\\\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c7abe223b20fe3510773ae90f06d31144f3a24ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d62bc2db6d46746/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4d62bc2db6d46746", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 23085, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13470.79, + "sql_execution_elapsed_ms_total": 9.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4d62bc2db6d46746\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..838f5a9d7fcbdeee75a6664d92eb74fd989dc06b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10570, "bytes_utf8": 10570, "lines": 312, "estimated_tokens": 2856}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22945, "cached_input_tokens": 22400, "output_tokens": 128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..992890ff6dac350a50b9e7b89c17eb716c49896c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4d79ce898010877b", + "api_calls": 0, + "input_tokens": 22945, + "cached_input_tokens": 22400, + "output_tokens": 128, + "total_tokens": 23073, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2856, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12859.14, + "sql_execution_elapsed_ms_total": 16.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4d79ce898010877b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bfee300c24ebbca5689ff1e5903e51e9081e0802 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:02:31.291101+00:00", + "ended_at": "2026-05-04T09:02:44.141794+00:00", + "elapsed_ms": 12859.14, + "prompt_metrics": { + "chars": 10570, + "bytes_utf8": 10570, + "lines": 312, + "estimated_tokens": 2856 + }, + "stdout_metrics": { + "chars": 770, + "bytes_utf8": 770, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13260 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 438, + "bytes_utf8": 438, + "lines": 1, + "estimated_tokens": 112 + }, + "usage": { + "input_tokens": 22945, + "cached_input_tokens": 22400, + "output_tokens": 128 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71072c1246006b3a13a551d169278e5fad2a7156 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Revenue.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Revenue", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d2870342ccba8253e62a834fefd9ff551e2902b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-8df9-7682-8c8c-2e2d6f6711b9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Revenue\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Revenue\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Revenue\\\"\\nLIMIT 16;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=SpecialDay, group_col_2=Revenue, top_k=16. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22945,"cached_input_tokens":22400,"output_tokens":128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4026c0435d7a15ead1a7810254c21288e2dcceb8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Revenue\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Revenue\"\nORDER BY support ASC, \"SpecialDay\", \"Revenue\"\nLIMIT 16;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=SpecialDay, group_col_2=Revenue, top_k=16. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..edd1a37fc334a89d4fda1616c9caa37ec45c29c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:31.491376Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:33.917542Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:43.337209Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c58f48b0a68a924bb4f8fe861cb85a6f3a55589 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Revenue. +Result preview: [{"SpecialDay": "1", "Revenue": "TRUE", "support": 10}, {"SpecialDay": "0.8", "Revenue": "TRUE", "support": 11}, {"SpecialDay": "0.4", "Revenue": "TRUE", "support": 13}, {"SpecialDay": "0.2", "Revenue": "TRUE", "support": 14}, {"SpecialDay": "0.6", "Revenue": "TRUE", "support": 29}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e45352385e4247a2952a00c7415d145ff13270db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_4d79ce898010877b +-- problem_id: v2p_m6_6272bac49e64a8df +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Revenue", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Revenue" +ORDER BY support ASC, "SpecialDay", "Revenue" +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee7aada177ebc095328afd737229c4e5ad60a514 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Revenue\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Revenue\"\nORDER BY support ASC, \"SpecialDay\", \"Revenue\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Revenue\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Revenue\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Revenue\\\"\\nLIMIT 16;\", \"columns\": [\"SpecialDay\", \"Revenue\", \"support\"], \"rows\": [{\"SpecialDay\": \"1\", \"Revenue\": \"TRUE\", \"support\": 10}, {\"SpecialDay\": \"0.8\", \"Revenue\": \"TRUE\", \"support\": 11}, {\"SpecialDay\": \"0.4\", \"Revenue\": \"TRUE\", \"support\": 13}, {\"SpecialDay\": \"0.2\", \"Revenue\": \"TRUE\", \"support\": 14}, {\"SpecialDay\": \"0.6\", \"Revenue\": \"TRUE\", \"support\": 29}, {\"SpecialDay\": \"1\", \"Revenue\": \"FALSE\", \"support\": 144}, {\"SpecialDay\": \"0.2\", \"Revenue\": \"FALSE\", \"support\": 164}, {\"SpecialDay\": \"0.4\", \"Revenue\": \"FALSE\", \"support\": 230}, {\"SpecialDay\": \"0.8\", \"Revenue\": \"FALSE\", \"support\": 314}, {\"SpecialDay\": \"0.6\", \"Revenue\": \"FALSE\", \"support\": 322}, {\"SpecialDay\": \"0\", \"Revenue\": \"TRUE\", \"support\": 1831}, {\"SpecialDay\": \"0\", \"Revenue\": \"FALSE\", \"support\": 9248}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6c90034c8e4a95b283daf4de51d9192f53cedbcc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:02:31.286564+00:00", + "ended_at": "2026-05-04T09:02:44.195448+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4d79ce898010877b", + "problem_id": "v2p_m6_6272bac49e64a8df", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Revenue.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Revenue", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_4d79ce898010877b.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4d79ce898010877b", + "api_calls": 0, + "input_tokens": 22945, + "cached_input_tokens": 22400, + "output_tokens": 128, + "total_tokens": 23073, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2856, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12859.14, + "sql_execution_elapsed_ms_total": 16.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4d79ce898010877b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..061645d09d3899da22d2f65a304f1d99759bef89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4d79ce898010877b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:44.171244+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12859.14, "started_at": "2026-05-04T09:02:31.291101+00:00", "ended_at": "2026-05-04T09:02:44.141794+00:00", "prompt_metrics": {"chars": 10570, "bytes_utf8": 10570, "lines": 312, "estimated_tokens": 2856}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22945, "cached_input_tokens": 22400, "output_tokens": 128}, "stderr_preview": "2026-05-04T09:02:31.491376Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:33.917542Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Month, measure_col=PageValues.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Month", + "measure_col": "PageValues", + "predicate_col": "Administrative", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..171a2b836402533b5cd6fea29a7703fb973cc486 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-7136-7321-951d-451ec29844df"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Month\\\", SUM(CAST(\\\"PageValues\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative\\\" AS REAL) >= 4.0\\nGROUP BY \\\"Month\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"Month\\\", measure_col=\\\"PageValues\\\", predicate_col=\\\"Administrative\\\", predicate_op=\\\">=\\\", predicate_value=4.0, top_k=11. Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22946,"cached_input_tokens":19840,"output_tokens":145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb8b3ab6edd4150039348dc050003828579370ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Month\", SUM(CAST(\"PageValues\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Administrative\" AS REAL) >= 4.0\nGROUP BY \"Month\"\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the required template with fixed bindings: group_col=\"Month\", measure_col=\"PageValues\", predicate_col=\"Administrative\", predicate_op=\">=\", predicate_value=4.0, top_k=11. Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97f173031741d9bdeced1bc759d73d3eceb42103 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:37.121343Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:39.506947Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:47.585393Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..641b67b580d51758c9fc5d98babdd69044b59d25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Month, measure_col=PageValues. +Result preview: [{"Month": "Nov", "total_measure": 8645.734752624}, {"Month": "May", "total_measure": 6520.1040763070005}, {"Month": "Dec", "total_measure": 3843.748493067}, {"Month": "Mar", "total_measure": 2965.594876301}, {"Month": "Oct", "total_measure": 1754.343069483}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d74c6ad6df8970103d2cb5d33b72aee5fdc16f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_4db44f54900154fc +-- problem_id: v2p_m6_329a253cf69668b9 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", SUM(CAST("PageValues" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Administrative" AS REAL) >= 4.0 +GROUP BY "Month" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6a87afbbc05a4807d66c3db84f2ee2f7fe63e4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Month\", SUM(CAST(\"PageValues\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Administrative\" AS REAL) >= 4.0\nGROUP BY \"Month\"\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Month\\\", SUM(CAST(\\\"PageValues\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative\\\" AS REAL) >= 4.0\\nGROUP BY \\\"Month\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"Month\", \"total_measure\"], \"rows\": [{\"Month\": \"Nov\", \"total_measure\": 8645.734752624}, {\"Month\": \"May\", \"total_measure\": 6520.1040763070005}, {\"Month\": \"Dec\", \"total_measure\": 3843.748493067}, {\"Month\": \"Mar\", \"total_measure\": 2965.594876301}, {\"Month\": \"Oct\", \"total_measure\": 1754.343069483}, {\"Month\": \"Sep\", \"total_measure\": 1075.549927126}, {\"Month\": \"Aug\", \"total_measure\": 918.052147122}, {\"Month\": \"Jul\", \"total_measure\": 647.190643156}, {\"Month\": \"June\", \"total_measure\": 243.633256727}, {\"Month\": \"Feb\", \"total_measure\": 86.73094269}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e349433b74366e4c9c87b753b2912e1bfc6f336c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:17:36.940583+00:00", + "ended_at": "2026-05-04T08:17:48.370664+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4db44f54900154fc", + "problem_id": "v2p_m6_329a253cf69668b9", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Month, measure_col=PageValues.", + "bindings": { + "group_col": "Month", + "measure_col": "PageValues", + "predicate_col": "Administrative", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_4db44f54900154fc.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4db44f54900154fc", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 19840, + "output_tokens": 145, + "total_tokens": 23091, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2986, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11389.84, + "sql_execution_elapsed_ms_total": 6.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4db44f54900154fc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae5f79c0dfdcaad9ceefe675790671f9f4200bd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:48.356318+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11389.84, "started_at": "2026-05-04T08:17:36.943878+00:00", "ended_at": "2026-05-04T08:17:48.334093+00:00", "prompt_metrics": {"chars": 10680, "bytes_utf8": 10680, "lines": 316, "estimated_tokens": 2857}, "response_metrics": {"chars": 516, "bytes_utf8": 516, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22946, "cached_input_tokens": 19840, "output_tokens": 145}, "stderr_preview": "2026-05-04T08:17:37.121343Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:39.506947Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4.0\\nGROUP BY \\\"Month\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"Month\\\", measure_col=\\\"PageValues\\\", predicate_col=\\\"Administrative\\\", predicate_op=\\\">=\\\", predicate_value=4.0, top_k=11. Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9efeec62749498874cbb8ad9d234800d60e12b0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4db44f54900154fc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4db44f54900154fc", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 19840, + "output_tokens": 145, + "total_tokens": 23091, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2986, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11389.84, + "sql_execution_elapsed_ms_total": 6.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4db44f54900154fc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc366e18dfaea4146683aca69b7fe22e5c6c2418 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10672, "bytes_utf8": 10672, "lines": 315, "estimated_tokens": 2838}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22929, "cached_input_tokens": 19840, "output_tokens": 147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c6c999202293ab0063479b5a8a26072937311248 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4dee555af2e7d075", + "api_calls": 0, + "input_tokens": 22929, + "cached_input_tokens": 19840, + "output_tokens": 147, + "total_tokens": 23076, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2838, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2941, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11447.56, + "sql_execution_elapsed_ms_total": 8.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4dee555af2e7d075\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c8bbaaba613fea1c74528eb7dedaa58667003b16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:31:12.706872+00:00", + "ended_at": "2026-05-04T08:31:24.154711+00:00", + "elapsed_ms": 11447.56, + "prompt_metrics": { + "chars": 10672, + "bytes_utf8": 10672, + "lines": 315, + "estimated_tokens": 2838 + }, + "stdout_metrics": { + "chars": 781, + "bytes_utf8": 781, + "lines": 4, + "estimated_tokens": 210 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13172 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 456, + "bytes_utf8": 456, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 22929, + "cached_input_tokens": 19840, + "output_tokens": 147 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcb43829f44178826f81d9fa6f8e47523b984a48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Administrative, condition_col=OperatingSystems.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Administrative", + "condition_col": "OperatingSystems", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21bd3580ea06cf09705f1df33656bd223ee9f503 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-e3fa-7c32-9751-bd7c93f8ee84"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Administrative\\\",\\n AVG(CASE WHEN \\\"OperatingSystems\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"Administrative\\\" and condition_col=\\\"OperatingSystems\\\" using condition_value='1' because the schema snapshot shows TEXT-typed columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22929,"cached_input_tokens":19840,"output_tokens":147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e8c364c3ce65c402782263f040cbfb1b8b85213 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Administrative\",\n AVG(CASE WHEN \"OperatingSystems\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Administrative\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"Administrative\" and condition_col=\"OperatingSystems\" using condition_value='1' because the schema snapshot shows TEXT-typed columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad4fb7feb4171e7c921912a32276225b390c5e7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:12.957939Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:15.327332Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:23.330197Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a855288b749e499585b4ef8996d23b8badc6dd4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Administrative, condition_col=OperatingSystems. +Result preview: [{"Administrative": "20", "condition_rate": 0.5}, {"Administrative": "9", "condition_rate": 0.24}, {"Administrative": "4", "condition_rate": 0.22745098039215686}, {"Administrative": "14", "condition_rate": 0.22727272727272727}, {"Administrative": "8", "condition_rate": 0.2264808362369338}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5ffe592aa0593e87f1cb1d32719a4b22e2e3861 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_4dee555af2e7d075 +-- problem_id: v2p_m6_34fa5df7d0239dcc +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", + AVG(CASE WHEN "OperatingSystems" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Administrative" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af247dd76a9f4f25dc6a68fc6a48154a150b9f3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Administrative\",\n AVG(CASE WHEN \"OperatingSystems\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Administrative\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Administrative\\\",\\n AVG(CASE WHEN \\\"OperatingSystems\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Administrative\", \"condition_rate\"], \"rows\": [{\"Administrative\": \"20\", \"condition_rate\": 0.5}, {\"Administrative\": \"9\", \"condition_rate\": 0.24}, {\"Administrative\": \"4\", \"condition_rate\": 0.22745098039215686}, {\"Administrative\": \"14\", \"condition_rate\": 0.22727272727272727}, {\"Administrative\": \"8\", \"condition_rate\": 0.2264808362369338}, {\"Administrative\": \"12\", \"condition_rate\": 0.22093023255813954}, {\"Administrative\": \"7\", \"condition_rate\": 0.21893491124260356}, {\"Administrative\": \"0\", \"condition_rate\": 0.21151178918169208}, {\"Administrative\": \"1\", \"condition_rate\": 0.21122599704579026}, {\"Administrative\": \"3\", \"condition_rate\": 0.21092896174863388}, {\"Administrative\": \"6\", \"condition_rate\": 0.21064814814814814}, {\"Administrative\": \"2\", \"condition_rate\": 0.20556552962298025}, {\"Administrative\": \"11\", \"condition_rate\": 0.2}, {\"Administrative\": \"17\", \"condition_rate\": 0.1875}, {\"Administrative\": \"5\", \"condition_rate\": 0.18608695652173912}, {\"Administrative\": \"19\", \"condition_rate\": 0.16666666666666666}, {\"Administrative\": \"16\", \"condition_rate\": 0.16666666666666666}, {\"Administrative\": \"13\", \"condition_rate\": 0.14285714285714285}, {\"Administrative\": \"15\", \"condition_rate\": 0.13157894736842105}, {\"Administrative\": \"10\", \"condition_rate\": 0.13071895424836602}, {\"Administrative\": \"27\", \"condition_rate\": 0.0}, {\"Administrative\": \"26\", \"condition_rate\": 0.0}, {\"Administrative\": \"24\", \"condition_rate\": 0.0}, {\"Administrative\": \"23\", \"condition_rate\": 0.0}, {\"Administrative\": \"22\", \"condition_rate\": 0.0}, {\"Administrative\": \"21\", \"condition_rate\": 0.0}, {\"Administrative\": \"18\", \"condition_rate\": 0.0}], \"row_count_returned\": 27, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..05497cbe24ec6661218cdcd20a99627879307a50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:31:12.702792+00:00", + "ended_at": "2026-05-04T08:31:24.188395+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4dee555af2e7d075", + "problem_id": "v2p_m6_34fa5df7d0239dcc", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Administrative, condition_col=OperatingSystems.", + "bindings": { + "group_col": "Administrative", + "condition_col": "OperatingSystems", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_4dee555af2e7d075.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4dee555af2e7d075", + "api_calls": 0, + "input_tokens": 22929, + "cached_input_tokens": 19840, + "output_tokens": 147, + "total_tokens": 23076, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2838, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2941, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11447.56, + "sql_execution_elapsed_ms_total": 8.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4dee555af2e7d075\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa67541907f804fb29a3356c3f5891af7c5cd122 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4dee555af2e7d075/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:31:24.172031+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11447.56, "started_at": "2026-05-04T08:31:12.706872+00:00", "ended_at": "2026-05-04T08:31:24.154711+00:00", "prompt_metrics": {"chars": 10672, "bytes_utf8": 10672, "lines": 315, "estimated_tokens": 2838}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22929, "cached_input_tokens": 19840, "output_tokens": 147}, "stderr_preview": "2026-05-04T08:31:12.957939Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:15.327332Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a30be93461477e9786e7b81f3466d65c8799c2db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_4e13e36df7a4dc5b\n-- problem_id: v2p_m6_462739f521a160c9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"TrafficType\",\n COUNT(*) AS support,\n AVG(\"Administrative_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_4e13e36df7a4dc5b\\n-- problem_id: v2p_m6_462739f521a160c9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"TrafficType\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"TrafficType\", \"support\", \"avg_response\"], \"rows\": [{\"TrafficType\": \"2\", \"support\": 3913, \"avg_response\": 105.94804295616075}, {\"TrafficType\": \"1\", \"support\": 2451, \"avg_response\": 65.72627295025703}, {\"TrafficType\": \"3\", \"support\": 2052, \"avg_response\": 56.27624623362427}, {\"TrafficType\": \"4\", \"support\": 1069, \"avg_response\": 75.26439623089337}, {\"TrafficType\": \"13\", \"support\": 738, \"avg_response\": 67.84447362914634}, {\"TrafficType\": \"10\", \"support\": 450, \"avg_response\": 76.52363360122223}, {\"TrafficType\": \"6\", \"support\": 444, \"avg_response\": 69.7406638074099}, {\"TrafficType\": \"8\", \"support\": 343, \"avg_response\": 103.6623763154519}, {\"TrafficType\": \"5\", \"support\": 260, \"avg_response\": 106.85850000093463}, {\"TrafficType\": \"11\", \"support\": 247, \"avg_response\": 62.51399418858299}, {\"TrafficType\": \"20\", \"support\": 198, \"avg_response\": 79.8741983540404}, {\"TrafficType\": \"9\", \"support\": 42, \"avg_response\": 67.79365079309524}, {\"TrafficType\": \"7\", \"support\": 40, \"avg_response\": 85.33959821250001}, {\"TrafficType\": \"15\", \"support\": 38, \"avg_response\": 70.16008772026316}, {\"TrafficType\": \"19\", \"support\": 17, \"avg_response\": 40.172459894117644}, {\"TrafficType\": \"14\", \"support\": 13, \"avg_response\": 277.14774113076925}, {\"TrafficType\": \"18\", \"support\": 10, \"avg_response\": 72.14}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1e779eebe68e383e4cada6e5a8ab6112c2b085a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.654918+00:00", + "ended_at": "2026-05-04T09:03:22.666697+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4e13e36df7a4dc5b", + "problem_id": "v2p_m6_462739f521a160c9", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative_Duration, key_col=TrafficType.", + "bindings": { + "key_col": "TrafficType", + "measure_col": "Administrative_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=31", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 31, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_4e13e36df7a4dc5b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53585bfdd7d4cc20eb4596989a2471b10fdd5877 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10740, "bytes_utf8": 10740, "lines": 315, "estimated_tokens": 2885}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 533, "bytes_utf8": 533, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22976, "cached_input_tokens": 21888, "output_tokens": 146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6aa0c817b3e7ab8f9edba6fa821f30efc6325b70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4fed933d7edf240d", + "api_calls": 0, + "input_tokens": 22976, + "cached_input_tokens": 21888, + "output_tokens": 146, + "total_tokens": 23122, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2885, + "estimated_output_tokens": 130, + "estimated_total_tokens": 3015, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11592.9, + "sql_execution_elapsed_ms_total": 14.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4fed933d7edf240d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..871923e61b3f00bfcc29632dda314bf6912b6ce4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:33:33.199604+00:00", + "ended_at": "2026-05-04T08:33:44.792695+00:00", + "elapsed_ms": 11592.9, + "prompt_metrics": { + "chars": 10740, + "bytes_utf8": 10740, + "lines": 315, + "estimated_tokens": 2885 + }, + "stdout_metrics": { + "chars": 858, + "bytes_utf8": 858, + "lines": 4, + "estimated_tokens": 235 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13263 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 533, + "bytes_utf8": 533, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 22976, + "cached_input_tokens": 21888, + "output_tokens": 146 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..259585c354ae722399799d6cc16e0411e0a678e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=OperatingSystems, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "OperatingSystems", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a16432790ec87543c13512ddaab87c99eafc6ba3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-088e-7bb1-ac8b-ea1a5eb150a6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"OperatingSystems\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"OperatingSystems\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=SpecialDay, group_col_2=OperatingSystems, target_col=VisitorType, target_value='Returning_Visitor'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22976,"cached_input_tokens":21888,"output_tokens":146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48bb7056fbb1de531dc55631219a60ea15c41bd4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"OperatingSystems\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"OperatingSystems\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=SpecialDay, group_col_2=OperatingSystems, target_col=VisitorType, target_value='Returning_Visitor'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15b4840a39cddaafde8b117067fc28e84026ef5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:33.389182Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:35.912318Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:43.870552Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e8778287592abc525d8cc132843e7648ca57309 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=OperatingSystems, target_col=VisitorType. +Result preview: [{"SpecialDay": "0", "OperatingSystems": "5", "target_rate": 1.0}, {"SpecialDay": "0", "OperatingSystems": "6", "target_rate": 1.0}, {"SpecialDay": "0.2", "OperatingSystems": "1", "target_rate": 1.0}, {"SpecialDay": "0.2", "OperatingSystems": "3", "target_rate": 1.0}, {"SpecialDay": "0.2", "OperatingSystems": "4", "target_rate": 1.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2040145bc45cd8b0b26978f84c7a05545b20169f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_4fed933d7edf240d +-- problem_id: v2p_m6_cb75f069b40dcdd1 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "OperatingSystems", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "OperatingSystems" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37c936c48b9f81d60d3dc16a385e7b87f5c83d21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"OperatingSystems\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"OperatingSystems\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"OperatingSystems\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"OperatingSystems\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"SpecialDay\", \"OperatingSystems\", \"target_rate\"], \"rows\": [{\"SpecialDay\": \"0\", \"OperatingSystems\": \"5\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0\", \"OperatingSystems\": \"6\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"OperatingSystems\": \"1\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"OperatingSystems\": \"3\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"OperatingSystems\": \"4\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"OperatingSystems\": \"3\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"OperatingSystems\": \"7\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.6\", \"OperatingSystems\": \"8\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"OperatingSystems\": \"4\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"OperatingSystems\": \"6\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"OperatingSystems\": \"7\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"OperatingSystems\": \"4\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"OperatingSystems\": \"3\", \"target_rate\": 0.9883720930232558}, {\"SpecialDay\": \"1\", \"OperatingSystems\": \"3\", \"target_rate\": 0.9777777777777777}, {\"SpecialDay\": \"1\", \"OperatingSystems\": \"2\", \"target_rate\": 0.9696969696969697}, {\"SpecialDay\": \"0.8\", \"OperatingSystems\": \"1\", \"target_rate\": 0.96875}, {\"SpecialDay\": \"0.8\", \"OperatingSystems\": \"2\", \"target_rate\": 0.9641025641025641}, {\"SpecialDay\": \"0.6\", \"OperatingSystems\": \"3\", \"target_rate\": 0.958904109589041}, {\"SpecialDay\": \"0.4\", \"OperatingSystems\": \"2\", \"target_rate\": 0.9527027027027027}, {\"SpecialDay\": \"0.4\", \"OperatingSystems\": \"1\", \"target_rate\": 0.9512195121951219}, {\"SpecialDay\": \"0.6\", \"OperatingSystems\": \"2\", \"target_rate\": 0.9444444444444444}, {\"SpecialDay\": \"0.6\", \"OperatingSystems\": \"4\", \"target_rate\": 0.9166666666666666}, {\"SpecialDay\": \"0.2\", \"OperatingSystems\": \"2\", \"target_rate\": 0.9090909090909091}, {\"SpecialDay\": \"0.6\", \"OperatingSystems\": \"1\", \"target_rate\": 0.9090909090909091}, {\"SpecialDay\": \"1\", \"OperatingSystems\": \"1\", \"target_rate\": 0.8974358974358975}, {\"SpecialDay\": \"0.4\", \"OperatingSystems\": \"4\", \"target_rate\": 0.8888888888888888}, {\"SpecialDay\": \"0\", \"OperatingSystems\": \"3\", \"target_rate\": 0.8787477954144621}, {\"SpecialDay\": \"0\", \"OperatingSystems\": \"4\", \"target_rate\": 0.8613636363636363}, {\"SpecialDay\": \"0\", \"OperatingSystems\": \"2\", \"target_rate\": 0.8446140797285836}, {\"SpecialDay\": \"0\", \"OperatingSystems\": \"1\", \"target_rate\": 0.8288364249578415}, {\"SpecialDay\": \"0\", \"OperatingSystems\": \"7\", \"target_rate\": 0.8}, {\"SpecialDay\": \"1\", \"OperatingSystems\": \"6\", \"target_rate\": 0.5}, {\"SpecialDay\": \"0\", \"OperatingSystems\": \"8\", \"target_rate\": 0.20512820512820512}, {\"SpecialDay\": \"0.6\", \"OperatingSystems\": \"6\", \"target_rate\": 0.0}], \"row_count_returned\": 34, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.57}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9a610235f67acd2e36b3ce1760b5b9a7aaca0dda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:33:33.196408+00:00", + "ended_at": "2026-05-04T08:33:44.837080+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4fed933d7edf240d", + "problem_id": "v2p_m6_cb75f069b40dcdd1", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=OperatingSystems, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "OperatingSystems", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_4fed933d7edf240d.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4fed933d7edf240d", + "api_calls": 0, + "input_tokens": 22976, + "cached_input_tokens": 21888, + "output_tokens": 146, + "total_tokens": 23122, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2885, + "estimated_output_tokens": 130, + "estimated_total_tokens": 3015, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11592.9, + "sql_execution_elapsed_ms_total": 14.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4fed933d7edf240d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4001c7eddc48376c78292d6b2dce41571b0eb4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4fed933d7edf240d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:44.813371+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11592.9, "started_at": "2026-05-04T08:33:33.199604+00:00", "ended_at": "2026-05-04T08:33:44.792695+00:00", "prompt_metrics": {"chars": 10740, "bytes_utf8": 10740, "lines": 315, "estimated_tokens": 2885}, "response_metrics": {"chars": 533, "bytes_utf8": 533, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22976, "cached_input_tokens": 21888, "output_tokens": 146}, "stderr_preview": "2026-05-04T08:33:33.389182Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:35.912318Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Region, condition_col=OperatingSystems.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Region", + "condition_col": "OperatingSystems", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb203153f2baa19418d9934426bf322c7c3ae683 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-f88a-7e42-942f-51f83e98c245"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Region\\\",\\n AVG(CASE WHEN \\\"OperatingSystems\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"Region\\\" and condition_col=\\\"OperatingSystems\\\", comparing against the bound condition_value '1' as text to match the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22932,"cached_input_tokens":21888,"output_tokens":157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fd13f22cf9adc33cf10a325e29c2b09018b1a44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Region\",\n AVG(CASE WHEN \"OperatingSystems\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"Region\" and condition_col=\"OperatingSystems\", comparing against the bound condition_value '1' as text to match the SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..149520c688589400e4717c1a488218c59e5eb28e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:07.145324Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:09.485329Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:20.787943Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..29e1f20a18ab0f0288ac22886ea82157b1bb750f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Region, condition_col=OperatingSystems. +Result preview: [{"Region": "8", "condition_rate": 0.26036866359447003}, {"Region": "3", "condition_rate": 0.22679983354140656}, {"Region": "1", "condition_rate": 0.22301255230125522}, {"Region": "4", "condition_rate": 0.22165820642978004}, {"Region": "6", "condition_rate": 0.2062111801242236}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e11b6c93f697b1b1e16ddcec3e6593e76f40d764 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_4ff46e148cd4ad6f +-- problem_id: v2p_m6_7623eb0ea4e5d532 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", + AVG(CASE WHEN "OperatingSystems" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59f3b6d301476ac792e1234d953e51f0dd8c2766 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Region\",\n AVG(CASE WHEN \"OperatingSystems\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Region\\\",\\n AVG(CASE WHEN \\\"OperatingSystems\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Region\", \"condition_rate\"], \"rows\": [{\"Region\": \"8\", \"condition_rate\": 0.26036866359447003}, {\"Region\": \"3\", \"condition_rate\": 0.22679983354140656}, {\"Region\": \"1\", \"condition_rate\": 0.22301255230125522}, {\"Region\": \"4\", \"condition_rate\": 0.22165820642978004}, {\"Region\": \"6\", \"condition_rate\": 0.2062111801242236}, {\"Region\": \"2\", \"condition_rate\": 0.19454225352112675}, {\"Region\": \"9\", \"condition_rate\": 0.136986301369863}, {\"Region\": \"7\", \"condition_rate\": 0.1340341655716163}, {\"Region\": \"5\", \"condition_rate\": 0.12578616352201258}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..914341745939a54cd53ccd4662089d87b7842774 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:29:06.947314+00:00", + "ended_at": "2026-05-04T08:29:21.605596+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4ff46e148cd4ad6f", + "problem_id": "v2p_m6_7623eb0ea4e5d532", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Region, condition_col=OperatingSystems.", + "bindings": { + "group_col": "Region", + "condition_col": "OperatingSystems", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_4ff46e148cd4ad6f.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4ff46e148cd4ad6f", + "api_calls": 0, + "input_tokens": 22932, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 23089, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2841, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2945, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14618.32, + "sql_execution_elapsed_ms_total": 8.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_4ff46e148cd4ad6f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c07639bdb4c4947b091b0257f18f0d82b27a7d74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_4ff46e148cd4ad6f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:21.588461+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14618.32, "started_at": "2026-05-04T08:29:06.951429+00:00", "ended_at": "2026-05-04T08:29:21.567170+00:00", "prompt_metrics": {"chars": 10660, "bytes_utf8": 10660, "lines": 315, "estimated_tokens": 2841}, "response_metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22932, "cached_input_tokens": 21888, "output_tokens": 157}, "stderr_preview": "2026-05-04T08:29:07.145324Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:09.485329Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..150c4afe99b1e8912a2c4419c87b5e52aad8c052 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_50a3a7e96e0a5e1a\n-- problem_id: v2p_m6_6fcefd55fa526c77\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ProductRelated_Duration\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ProductRelated_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_50a3a7e96e0a5e1a\\n-- problem_id: v2p_m6_6fcefd55fa526c77\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ProductRelated_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ProductRelated_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ProductRelated_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"ProductRelated_Duration\": \"0\", \"support\": 755, \"avg_response\": 0.02781456953642384}, {\"ProductRelated_Duration\": \"17\", \"support\": 21, \"avg_response\": 0.23809523809523808}, {\"ProductRelated_Duration\": \"11\", \"support\": 17, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"8\", \"support\": 17, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"15\", \"support\": 16, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"19\", \"support\": 15, \"avg_response\": 0.13333333333333333}, {\"ProductRelated_Duration\": \"12\", \"support\": 15, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"22\", \"support\": 15, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"13\", \"support\": 14, \"avg_response\": 0.07142857142857142}, {\"ProductRelated_Duration\": \"7\", \"support\": 14, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"14\", \"support\": 13, \"avg_response\": 0.15384615384615385}, {\"ProductRelated_Duration\": \"5\", \"support\": 13, \"avg_response\": 0.15384615384615385}, {\"ProductRelated_Duration\": \"24\", \"support\": 13, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"34\", \"support\": 12, \"avg_response\": 0.4166666666666667}, {\"ProductRelated_Duration\": \"25\", \"support\": 12, \"avg_response\": 0.16666666666666666}, {\"ProductRelated_Duration\": \"59\", \"support\": 12, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"50\", \"support\": 11, \"avg_response\": 0.09090909090909091}, {\"ProductRelated_Duration\": \"36\", \"support\": 11, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"64\", \"support\": 10, \"avg_response\": 0.2}, {\"ProductRelated_Duration\": \"96\", \"support\": 10, \"avg_response\": 0.2}, {\"ProductRelated_Duration\": \"44\", \"support\": 10, \"avg_response\": 0.1}, {\"ProductRelated_Duration\": \"108\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"20\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"26\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"4\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"23\", \"support\": 9, \"avg_response\": 0.2222222222222222}, {\"ProductRelated_Duration\": \"47\", \"support\": 9, \"avg_response\": 0.2222222222222222}, {\"ProductRelated_Duration\": \"95\", \"support\": 9, \"avg_response\": 0.2222222222222222}, {\"ProductRelated_Duration\": \"18\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"21\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"28\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"55\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"57\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"60\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"63\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"46\", \"support\": 8, \"avg_response\": 0.75}, {\"ProductRelated_Duration\": \"10\", \"support\": 8, \"avg_response\": 0.5}, {\"ProductRelated_Duration\": \"67\", \"support\": 8, \"avg_response\": 0.5}, {\"ProductRelated_Duration\": \"48\", \"support\": 8, \"avg_response\": 0.375}, {\"ProductRelated_Duration\": \"65\", \"support\": 8, \"avg_response\": 0.125}, {\"ProductRelated_Duration\": \"105\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"117\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"125\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"16\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"203\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"224\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"42\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"56\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"58\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"62\", \"support\": 8, \"avg_response\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6e21a6c47103f94be24bfb10c2493ecfc676495e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.390757+00:00", + "ended_at": "2026-05-04T09:03:22.410104+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_50a3a7e96e0a5e1a", + "problem_id": "v2p_m6_6fcefd55fa526c77", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=ProductRelated_Duration.", + "bindings": { + "key_col": "ProductRelated_Duration", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=16", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 16, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_50a3a7e96e0a5e1a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8962f9da6993679df7d1ae682c66e95f2bd7c6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10413, "bytes_utf8": 10413, "lines": 312, "estimated_tokens": 2775}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 22866, "cached_input_tokens": 22400, "output_tokens": 107}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9612da5a3549dbf1104db8aea34ab6e7f5e8900d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_51f8de1006984e16", + "api_calls": 0, + "input_tokens": 22866, + "cached_input_tokens": 22400, + "output_tokens": 107, + "total_tokens": 22973, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2775, + "estimated_output_tokens": 91, + "estimated_total_tokens": 2866, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10088.68, + "sql_execution_elapsed_ms_total": 8.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_51f8de1006984e16\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bddd883a08a2a7028106233518898d0daff31af0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:15:36.495034+00:00", + "ended_at": "2026-05-04T08:15:46.585454+00:00", + "elapsed_ms": 10088.68, + "prompt_metrics": { + "chars": 10413, + "bytes_utf8": 10413, + "lines": 312, + "estimated_tokens": 2775 + }, + "stdout_metrics": { + "chars": 719, + "bytes_utf8": 719, + "lines": 4, + "estimated_tokens": 194 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13225 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 395, + "bytes_utf8": 395, + "lines": 1, + "estimated_tokens": 91 + }, + "usage": { + "input_tokens": 22866, + "cached_input_tokens": 22400, + "output_tokens": 107 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62b0f1a49b16cdc148977146b794708763d7d568 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Region, measure_col=Administrative.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Region", + "measure_col": "Administrative", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d41a96f340b0df575aa9e83dd47bff813a916210 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-9aae-7153-9602-92939ae096ef"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Region\\\", AVG(CAST(\\\"Administrative\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"Region\\\" and measure_col=\\\"Administrative\\\". CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22866,"cached_input_tokens":22400,"output_tokens":107}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b5f8ee36f7bf5b37df7d7a7d672e5ec37121e13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Region\", AVG(CAST(\"Administrative\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"Region\" and measure_col=\"Administrative\". CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5ff0ce1bfcdcb13eccb9db2ae5b64dd5ec363e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:36.677098Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:38.998760Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:45.989783Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..60f566c046ed4d47924202b2db35bce97fbd56f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Region, measure_col=Administrative. +Result preview: [{"Region": "8", "avg_measure": 2.4815668202764978}, {"Region": "5", "avg_measure": 2.4622641509433962}, {"Region": "3", "avg_measure": 2.446109030378693}, {"Region": "2", "avg_measure": 2.404049295774648}, {"Region": "7", "avg_measure": 2.354796320630749}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a29ecbefcbd5eb6233f3baad97caa855a618151d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_51f8de1006984e16 +-- problem_id: v2p_m6_51b4eeba88511138 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", AVG(CAST("Administrative" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2fca73565380df2208b22ad742051a95a7a6135 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Region\", AVG(CAST(\"Administrative\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Region\\\", AVG(CAST(\\\"Administrative\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Region\", \"avg_measure\"], \"rows\": [{\"Region\": \"8\", \"avg_measure\": 2.4815668202764978}, {\"Region\": \"5\", \"avg_measure\": 2.4622641509433962}, {\"Region\": \"3\", \"avg_measure\": 2.446109030378693}, {\"Region\": \"2\", \"avg_measure\": 2.404049295774648}, {\"Region\": \"7\", \"avg_measure\": 2.354796320630749}, {\"Region\": \"4\", \"avg_measure\": 2.302876480541455}, {\"Region\": \"1\", \"avg_measure\": 2.271338912133891}, {\"Region\": \"9\", \"avg_measure\": 2.056751467710372}, {\"Region\": \"6\", \"avg_measure\": 2.0559006211180124}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..627976fa01d853daa528483d9266327b0dcbd252 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:15:36.493029+00:00", + "ended_at": "2026-05-04T08:15:46.619028+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_51f8de1006984e16", + "problem_id": "v2p_m6_51b4eeba88511138", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Region, measure_col=Administrative.", + "bindings": { + "group_col": "Region", + "measure_col": "Administrative", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_51f8de1006984e16.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_51f8de1006984e16", + "api_calls": 0, + "input_tokens": 22866, + "cached_input_tokens": 22400, + "output_tokens": 107, + "total_tokens": 22973, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2775, + "estimated_output_tokens": 91, + "estimated_total_tokens": 2866, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10088.68, + "sql_execution_elapsed_ms_total": 8.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_51f8de1006984e16\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d38d74a8d6847bbebeb0b9986e1abe510690e5e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_51f8de1006984e16/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:46.602861+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10088.68, "started_at": "2026-05-04T08:15:36.495034+00:00", "ended_at": "2026-05-04T08:15:46.585454+00:00", "prompt_metrics": {"chars": 10413, "bytes_utf8": 10413, "lines": 312, "estimated_tokens": 2775}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 22866, "cached_input_tokens": 22400, "output_tokens": 107}, "stderr_preview": "2026-05-04T08:15:36.677098Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:38.998760Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=Region, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Region", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf39de7e7f52f3f8f71c8af069b148b30e7c9ffe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-e0c1-7491-8b56-3aa865d2d618"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Region\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Region\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=SpecialDay, group_col_2=Region, target_col=VisitorType, target_value='Other'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22970,"cached_input_tokens":21888,"output_tokens":174}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2d97c49c949881c8d4ca3e5baaef1ee1270b01c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Region\",\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Region\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=SpecialDay, group_col_2=Region, target_col=VisitorType, target_value='Other'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1d5bce5376dc1adc19cfbd188c61783d8460d85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:28.733717Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:31.131801Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:40.509117Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6a79cc966e3fdd86777a04247a301f0ab693c57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=Region, target_col=VisitorType. +Result preview: [{"SpecialDay": "0", "Region": "9", "target_rate": 0.11410788381742738}, {"SpecialDay": "0", "Region": "2", "target_rate": 0.004935834155972359}, {"SpecialDay": "0", "Region": "4", "target_rate": 0.004690431519699813}, {"SpecialDay": "0", "Region": "3", "target_rate": 0.0037313432835820895}, {"SpecialDay": "0", "Region": "7", "target_rate": 0.0029154518950437317}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf11bb569818b74527bfd9224f3855a952edb7a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_52f038d7d58d0b65 +-- problem_id: v2p_m6_a4b9dea07ec4896e +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Region", + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "SpecialDay", "Region" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be4ede2b52a6d2632afd780bb6209ffd89a26f7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Region\",\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Region\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Region\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Region\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"SpecialDay\", \"Region\", \"target_rate\"], \"rows\": [{\"SpecialDay\": \"0\", \"Region\": \"9\", \"target_rate\": 0.11410788381742738}, {\"SpecialDay\": \"0\", \"Region\": \"2\", \"target_rate\": 0.004935834155972359}, {\"SpecialDay\": \"0\", \"Region\": \"4\", \"target_rate\": 0.004690431519699813}, {\"SpecialDay\": \"0\", \"Region\": \"3\", \"target_rate\": 0.0037313432835820895}, {\"SpecialDay\": \"0\", \"Region\": \"7\", \"target_rate\": 0.0029154518950437317}, {\"SpecialDay\": \"0\", \"Region\": \"8\", \"target_rate\": 0.002551020408163265}, {\"SpecialDay\": \"0\", \"Region\": \"1\", \"target_rate\": 0.0018665422305179655}, {\"SpecialDay\": \"0\", \"Region\": \"6\", \"target_rate\": 0.001379310344827586}, {\"SpecialDay\": \"0\", \"Region\": \"5\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"1\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"2\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"3\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"4\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"5\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"6\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"7\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"8\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"9\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"1\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"2\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"3\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"4\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"5\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"6\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"7\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"8\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"9\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"1\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"2\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"3\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"4\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"5\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"6\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"7\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"8\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"9\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"1\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"2\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"3\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"4\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"5\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"6\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"7\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"8\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"9\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"Region\": \"1\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"Region\": \"2\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"Region\": \"3\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"Region\": \"4\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"Region\": \"5\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 16.89}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..569296d6afd40c98f27bc045841bbfd5319f86a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:34:28.537706+00:00", + "ended_at": "2026-05-04T08:34:41.410542+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_52f038d7d58d0b65", + "problem_id": "v2p_m6_a4b9dea07ec4896e", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=Region, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Region", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_52f038d7d58d0b65.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_52f038d7d58d0b65", + "api_calls": 0, + "input_tokens": 22970, + "cached_input_tokens": 21888, + "output_tokens": 174, + "total_tokens": 23144, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2879, + "estimated_output_tokens": 127, + "estimated_total_tokens": 3006, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12817.84, + "sql_execution_elapsed_ms_total": 16.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_52f038d7d58d0b65\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f699e0d89e81812b4bd1418e3f0369284795d8e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_52f038d7d58d0b65/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:34:41.383122+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12817.84, "started_at": "2026-05-04T08:34:28.541654+00:00", "ended_at": "2026-05-04T08:34:41.359878+00:00", "prompt_metrics": {"chars": 10701, "bytes_utf8": 10701, "lines": 315, "estimated_tokens": 2879}, "response_metrics": {"chars": 487, "bytes_utf8": 487, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22970, "cached_input_tokens": 21888, "output_tokens": 174}, "stderr_preview": "2026-05-04T08:34:28.733717Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:31.131801Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Administrative, group_col_2=SpecialDay, measure_col=Administrative.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "Administrative", + "group_col_2": "SpecialDay", + "measure_col": "Administrative", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b805bed88e2706db81baed5ac2e1e8f5f37a498 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-5117-7233-b3cb-87ece3406da5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"Administrative\\\" AS \\\"group_col\\\",\\n \\\"SpecialDay\\\" AS \\\"group_col_2\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND \\\"SpecialDay\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"group_col_2\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_col\\\", \\\"group_col_2\\\"\\n ORDER BY \\\"measure_col\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_col\\\", \\\"group_col_2\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"median_cte\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"group_col_2\\\",\\n AVG(\\\"measure_col\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"group_col\\\", \\\"group_col_2\\\"\\n),\\n\\\"stddev_cte\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"group_col_2\\\",\\n sqrt(AVG(\\\"measure_col\\\" * \\\"measure_col\\\") - AVG(\\\"measure_col\\\") * AVG(\\\"measure_col\\\")) AS \\\"measure_stddev\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"group_col\\\", \\\"group_col_2\\\"\\n)\\nSELECT\\n m.\\\"group_col\\\" AS \\\"Administrative\\\",\\n m.\\\"group_col_2\\\" AS \\\"SpecialDay\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_cte\\\" AS m\\nJOIN \\\"stddev_cte\\\" AS s\\n ON m.\\\"group_col\\\" = s.\\\"group_col\\\"\\n AND m.\\\"group_col_2\\\" = s.\\\"group_col_2\\\"\\nORDER BY m.\\\"median_measure\\\" DESC;\",\"notes\":\"Adapted the planned template for SQLite by replacing PERCENTILE_CONT with a window-function median calculation and STDDEV with sqrt(AVG(x*x) - AVG(x)*AVG(x)). Casted \\\"Administrative\\\" from TEXT to REAL for numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22989,"cached_input_tokens":21888,"output_tokens":857}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1a0257cc51d93495241c59eb309a23dbc1ed4a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"base\" AS (\n SELECT\n \"Administrative\" AS \"group_col\",\n \"SpecialDay\" AS \"group_col_2\",\n CAST(\"Administrative\" AS REAL) AS \"measure_col\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND \"SpecialDay\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"group_col_2\",\n \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_col\", \"group_col_2\"\n ORDER BY \"measure_col\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_col\", \"group_col_2\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"median_cte\" AS (\n SELECT\n \"group_col\",\n \"group_col_2\",\n AVG(\"measure_col\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"group_col\", \"group_col_2\"\n),\n\"stddev_cte\" AS (\n SELECT\n \"group_col\",\n \"group_col_2\",\n sqrt(AVG(\"measure_col\" * \"measure_col\") - AVG(\"measure_col\") * AVG(\"measure_col\")) AS \"measure_stddev\"\n FROM \"base\"\n GROUP BY \"group_col\", \"group_col_2\"\n)\nSELECT\n m.\"group_col\" AS \"Administrative\",\n m.\"group_col_2\" AS \"SpecialDay\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_cte\" AS m\nJOIN \"stddev_cte\" AS s\n ON m.\"group_col\" = s.\"group_col\"\n AND m.\"group_col_2\" = s.\"group_col_2\"\nORDER BY m.\"median_measure\" DESC;","notes":"Adapted the planned template for SQLite by replacing PERCENTILE_CONT with a window-function median calculation and STDDEV with sqrt(AVG(x*x) - AVG(x)*AVG(x)). Casted \"Administrative\" from TEXT to REAL for numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eed708fefba3b4bb4a94908da349bbbea4b67ee5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:18.747006Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:21.313070Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:45.371013Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb4776c67eb32da47a52d412aff80c75fef9fa66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Administrative, group_col_2=SpecialDay, measure_col=Administrative. +Result preview: [{"Administrative": "27", "SpecialDay": "0", "median_measure": 27.0, "measure_stddev": 0.0}, {"Administrative": "26", "SpecialDay": "0", "median_measure": 26.0, "measure_stddev": 0.0}, {"Administrative": "24", "SpecialDay": "0", "median_measure": 24.0, "measure_stddev": 0.0}, {"Administrative": "24", "SpecialDay": "0.4", "median_measure": 24.0, "measure_stddev": 0.0}, {"Administrative": "23", "SpecialDay": "0", "median_measure": 23.0, "measure_stddev": 0.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3fbeeb9d7104c81442de55e850881548d7997ad0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/generated_sql.sql @@ -0,0 +1,63 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_53c56c08fa704bb7 +-- problem_id: v2p_m6_dc5dd60bd09017c0 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "Administrative" AS "group_col", + "SpecialDay" AS "group_col_2", + CAST("Administrative" AS REAL) AS "measure_col" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND "SpecialDay" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "group_col_2", + "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "group_col", "group_col_2" + ORDER BY "measure_col" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "group_col", "group_col_2" + ) AS "cnt" + FROM "base" +), +"median_cte" AS ( + SELECT + "group_col", + "group_col_2", + AVG("measure_col") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "group_col", "group_col_2" +), +"stddev_cte" AS ( + SELECT + "group_col", + "group_col_2", + sqrt(AVG("measure_col" * "measure_col") - AVG("measure_col") * AVG("measure_col")) AS "measure_stddev" + FROM "base" + GROUP BY "group_col", "group_col_2" +) +SELECT + m."group_col" AS "Administrative", + m."group_col_2" AS "SpecialDay", + m."median_measure", + s."measure_stddev" +FROM "median_cte" AS m +JOIN "stddev_cte" AS s + ON m."group_col" = s."group_col" + AND m."group_col_2" = s."group_col_2" +ORDER BY m."median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..becae71aa9b362b9a1f643b640ac157c7cc2f0e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"base\" AS (\n SELECT\n \"Administrative\" AS \"group_col\",\n \"SpecialDay\" AS \"group_col_2\",\n CAST(\"Administrative\" AS REAL) AS \"measure_col\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND \"SpecialDay\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"group_col_2\",\n \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_col\", \"group_col_2\"\n ORDER BY \"measure_col\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_col\", \"group_col_2\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"median_cte\" AS (\n SELECT\n \"group_col\",\n \"group_col_2\",\n AVG(\"measure_col\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"group_col\", \"group_col_2\"\n),\n\"stddev_cte\" AS (\n SELECT\n \"group_col\",\n \"group_col_2\",\n sqrt(AVG(\"measure_col\" * \"measure_col\") - AVG(\"measure_col\") * AVG(\"measure_col\")) AS \"measure_stddev\"\n FROM \"base\"\n GROUP BY \"group_col\", \"group_col_2\"\n)\nSELECT\n m.\"group_col\" AS \"Administrative\",\n m.\"group_col_2\" AS \"SpecialDay\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_cte\" AS m\nJOIN \"stddev_cte\" AS s\n ON m.\"group_col\" = s.\"group_col\"\n AND m.\"group_col_2\" = s.\"group_col_2\"\nORDER BY m.\"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"Administrative\\\" AS \\\"group_col\\\",\\n \\\"SpecialDay\\\" AS \\\"group_col_2\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND \\\"SpecialDay\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"group_col_2\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_col\\\", \\\"group_col_2\\\"\\n ORDER BY \\\"measure_col\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_col\\\", \\\"group_col_2\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"median_cte\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"group_col_2\\\",\\n AVG(\\\"measure_col\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"group_col\\\", \\\"group_col_2\\\"\\n),\\n\\\"stddev_cte\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"group_col_2\\\",\\n sqrt(AVG(\\\"measure_col\\\" * \\\"measure_col\\\") - AVG(\\\"measure_col\\\") * AVG(\\\"measure_col\\\")) AS \\\"measure_stddev\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"group_col\\\", \\\"group_col_2\\\"\\n)\\nSELECT\\n m.\\\"group_col\\\" AS \\\"Administrative\\\",\\n m.\\\"group_col_2\\\" AS \\\"SpecialDay\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_cte\\\" AS m\\nJOIN \\\"stddev_cte\\\" AS s\\n ON m.\\\"group_col\\\" = s.\\\"group_col\\\"\\n AND m.\\\"group_col_2\\\" = s.\\\"group_col_2\\\"\\nORDER BY m.\\\"median_measure\\\" DESC;\", \"columns\": [\"Administrative\", \"SpecialDay\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"Administrative\": \"27\", \"SpecialDay\": \"0\", \"median_measure\": 27.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"26\", \"SpecialDay\": \"0\", \"median_measure\": 26.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"24\", \"SpecialDay\": \"0\", \"median_measure\": 24.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"24\", \"SpecialDay\": \"0.4\", \"median_measure\": 24.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"23\", \"SpecialDay\": \"0\", \"median_measure\": 23.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"22\", \"SpecialDay\": \"0\", \"median_measure\": 22.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"21\", \"SpecialDay\": \"0\", \"median_measure\": 21.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"20\", \"SpecialDay\": \"0\", \"median_measure\": 20.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"19\", \"SpecialDay\": \"0\", \"median_measure\": 19.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"18\", \"SpecialDay\": \"0\", \"median_measure\": 18.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"17\", \"SpecialDay\": \"0\", \"median_measure\": 17.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"17\", \"SpecialDay\": \"0.6\", \"median_measure\": 17.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"17\", \"SpecialDay\": \"0.8\", \"median_measure\": 17.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"16\", \"SpecialDay\": \"0\", \"median_measure\": 16.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"16\", \"SpecialDay\": \"0.6\", \"median_measure\": 16.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"15\", \"SpecialDay\": \"0\", \"median_measure\": 15.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"14\", \"SpecialDay\": \"0\", \"median_measure\": 14.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"14\", \"SpecialDay\": \"0.6\", \"median_measure\": 14.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"14\", \"SpecialDay\": \"1\", \"median_measure\": 14.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"13\", \"SpecialDay\": \"0\", \"median_measure\": 13.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"12\", \"SpecialDay\": \"0\", \"median_measure\": 12.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"12\", \"SpecialDay\": \"0.6\", \"median_measure\": 12.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"12\", \"SpecialDay\": \"0.8\", \"median_measure\": 12.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"12\", \"SpecialDay\": \"1\", \"median_measure\": 12.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"11\", \"SpecialDay\": \"0\", \"median_measure\": 11.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"11\", \"SpecialDay\": \"0.2\", \"median_measure\": 11.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"11\", \"SpecialDay\": \"0.4\", \"median_measure\": 11.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"11\", \"SpecialDay\": \"0.6\", \"median_measure\": 11.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"11\", \"SpecialDay\": \"0.8\", \"median_measure\": 11.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"11\", \"SpecialDay\": \"1\", \"median_measure\": 11.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"10\", \"SpecialDay\": \"0\", \"median_measure\": 10.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"10\", \"SpecialDay\": \"0.2\", \"median_measure\": 10.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"10\", \"SpecialDay\": \"0.4\", \"median_measure\": 10.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"10\", \"SpecialDay\": \"0.6\", \"median_measure\": 10.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"10\", \"SpecialDay\": \"0.8\", \"median_measure\": 10.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"10\", \"SpecialDay\": \"1\", \"median_measure\": 10.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"9\", \"SpecialDay\": \"0\", \"median_measure\": 9.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"9\", \"SpecialDay\": \"0.2\", \"median_measure\": 9.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"9\", \"SpecialDay\": \"0.6\", \"median_measure\": 9.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"9\", \"SpecialDay\": \"0.8\", \"median_measure\": 9.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"9\", \"SpecialDay\": \"1\", \"median_measure\": 9.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"8\", \"SpecialDay\": \"0\", \"median_measure\": 8.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"8\", \"SpecialDay\": \"0.2\", \"median_measure\": 8.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"8\", \"SpecialDay\": \"0.4\", \"median_measure\": 8.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"8\", \"SpecialDay\": \"0.6\", \"median_measure\": 8.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"8\", \"SpecialDay\": \"0.8\", \"median_measure\": 8.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"8\", \"SpecialDay\": \"1\", \"median_measure\": 8.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"7\", \"SpecialDay\": \"0\", \"median_measure\": 7.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"7\", \"SpecialDay\": \"0.2\", \"median_measure\": 7.0, \"measure_stddev\": 0.0}, {\"Administrative\": \"7\", \"SpecialDay\": \"0.4\", \"median_measure\": 7.0, \"measure_stddev\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 75.62}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8aa8bc0acd04b84a7825eeefe6e84dedb130f5b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:27:18.530939+00:00", + "ended_at": "2026-05-04T08:27:46.250863+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_53c56c08fa704bb7", + "problem_id": "v2p_m6_dc5dd60bd09017c0", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Administrative, group_col_2=SpecialDay, measure_col=Administrative.", + "bindings": { + "group_col": "Administrative", + "group_col_2": "SpecialDay", + "measure_col": "Administrative", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_53c56c08fa704bb7.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_53c56c08fa704bb7", + "api_calls": 0, + "input_tokens": 22989, + "cached_input_tokens": 21888, + "output_tokens": 857, + "total_tokens": 23846, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2898, + "estimated_output_tokens": 526, + "estimated_total_tokens": 3424, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27603.63, + "sql_execution_elapsed_ms_total": 75.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_53c56c08fa704bb7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b74f0b0d441f1f3427f7e5fc8fcc1db4138c5c5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_53c56c08fa704bb7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:46.165771+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 27603.63, "started_at": "2026-05-04T08:27:18.535698+00:00", "ended_at": "2026-05-04T08:27:46.138932+00:00", "prompt_metrics": {"chars": 10821, "bytes_utf8": 10821, "lines": 314, "estimated_tokens": 2898}, "response_metrics": {"chars": 1705, "bytes_utf8": 1705, "lines": 1, "estimated_tokens": 526}, "usage": {"input_tokens": 22989, "cached_input_tokens": 21888, "output_tokens": 857}, "stderr_preview": "2026-05-04T08:27:18.747006Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:21.313070Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=TrafficType, measure_col=Administrative_Duration.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Administrative_Duration", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 56.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..008c6c10613ae2e7fe68d7f4ec29914c27890879 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-1cf9-75b1-864d-768b75b6b660"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"TrafficType\\\", AVG(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"TrafficType\\\" and measure_col bound to \\\"Administrative_Duration\\\". CAST to REAL is needed because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22872,"cached_input_tokens":19840,"output_tokens":117}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ead2b44832f65d0d059d322a14cb9fd8fa21e596 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"TrafficType\", AVG(CAST(\"Administrative_Duration\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"TrafficType\" and measure_col bound to \"Administrative_Duration\". CAST to REAL is needed because the schema stores numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..afb1490e24ec2b358ce4dff5c92f61304e82f25d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:10.024658Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:12.354659Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:24.838713Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..64c97f3cb62144c568668d4af70d2db9a79efe1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=TrafficType, measure_col=Administrative_Duration. +Result preview: [{"TrafficType": "16", "avg_measure": 295.92222223333334}, {"TrafficType": "14", "avg_measure": 277.14774113076925}, {"TrafficType": "5", "avg_measure": 106.85850000093463}, {"TrafficType": "2", "avg_measure": 105.94804295616075}, {"TrafficType": "8", "avg_measure": 103.6623763154519}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f29076c4f24e6ea0f35e3e7f933c6affee71c90d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_54eeca54ae1aa0e3 +-- problem_id: v2p_m6_0879aad2772a0b78 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", AVG(CAST("Administrative_Duration" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "TrafficType" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b66ab4551bb4499cdbb882f9da86a9b85dffd6e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"TrafficType\", AVG(CAST(\"Administrative_Duration\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"TrafficType\\\", AVG(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"TrafficType\", \"avg_measure\"], \"rows\": [{\"TrafficType\": \"16\", \"avg_measure\": 295.92222223333334}, {\"TrafficType\": \"14\", \"avg_measure\": 277.14774113076925}, {\"TrafficType\": \"5\", \"avg_measure\": 106.85850000093463}, {\"TrafficType\": \"2\", \"avg_measure\": 105.94804295616075}, {\"TrafficType\": \"8\", \"avg_measure\": 103.6623763154519}, {\"TrafficType\": \"7\", \"avg_measure\": 85.33959821250001}, {\"TrafficType\": \"20\", \"avg_measure\": 79.8741983540404}, {\"TrafficType\": \"10\", \"avg_measure\": 76.52363360122223}, {\"TrafficType\": \"4\", \"avg_measure\": 75.26439623089337}, {\"TrafficType\": \"18\", \"avg_measure\": 72.14}, {\"TrafficType\": \"15\", \"avg_measure\": 70.16008772026316}, {\"TrafficType\": \"6\", \"avg_measure\": 69.7406638074099}, {\"TrafficType\": \"13\", \"avg_measure\": 67.84447362914634}, {\"TrafficType\": \"9\", \"avg_measure\": 67.79365079309524}, {\"TrafficType\": \"1\", \"avg_measure\": 65.72627295025703}, {\"TrafficType\": \"11\", \"avg_measure\": 62.51399418858299}, {\"TrafficType\": \"3\", \"avg_measure\": 56.27624623362427}, {\"TrafficType\": \"19\", \"avg_measure\": 40.172459894117644}, {\"TrafficType\": \"17\", \"avg_measure\": 0.0}, {\"TrafficType\": \"12\", \"avg_measure\": 0.0}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.32}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..70a11fffc47841d2fd21b4c19406ef50973cd26d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:16:09.847774+00:00", + "ended_at": "2026-05-04T08:16:25.821059+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_54eeca54ae1aa0e3", + "problem_id": "v2p_m6_0879aad2772a0b78", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=TrafficType, measure_col=Administrative_Duration.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Administrative_Duration", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 56.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_54eeca54ae1aa0e3.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_54eeca54ae1aa0e3", + "api_calls": 0, + "input_tokens": 22872, + "cached_input_tokens": 19840, + "output_tokens": 117, + "total_tokens": 22989, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2781, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2882, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15933.98, + "sql_execution_elapsed_ms_total": 10.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_54eeca54ae1aa0e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a419ba76156735ad00520b7867f41c2642618de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_54eeca54ae1aa0e3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:25.803766+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15933.98, "started_at": "2026-05-04T08:16:09.851687+00:00", "ended_at": "2026-05-04T08:16:25.785636+00:00", "prompt_metrics": {"chars": 10444, "bytes_utf8": 10444, "lines": 312, "estimated_tokens": 2781}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22872, "cached_input_tokens": 19840, "output_tokens": 117}, "stderr_preview": "2026-05-04T08:16:10.024658Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:12.354659Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=OperatingSystems.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "OperatingSystems", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dec70d5756ead05c918196c3db64b4a5c74da69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-a0e3-7a92-889d-dadcf4e38844"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"OperatingSystems\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"OperatingSystems\\\" on the single table \\\"m6\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22843,"cached_input_tokens":19840,"output_tokens":90}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f60c39ff03761a4faddc1cea7cdd32aa814690b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"OperatingSystems\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"OperatingSystems\" on the single table \"m6\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e18a22a3c89ce5d3283b02fc150c8df9ee2a35a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:05.073632Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:07.607021Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:15.426875Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcc7da300da0553dd44acd2d06b8d1eda469d31b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=OperatingSystems. +Result preview: [{"OperatingSystems": "2", "row_count": 6601}, {"OperatingSystems": "1", "row_count": 2585}, {"OperatingSystems": "3", "row_count": 2555}, {"OperatingSystems": "4", "row_count": 478}, {"OperatingSystems": "8", "row_count": 79}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..16db919b047c7ad80ba4fb55f73cbc35d85f186a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_5561485ad0f17072 +-- problem_id: v2p_m6_e8e2b6a070b87b84 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", COUNT(*) AS row_count +FROM "m6" +GROUP BY "OperatingSystems" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be989abdda77c9c78681657108e76ba9a9b0685e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"OperatingSystems\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"OperatingSystems\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"OperatingSystems\", \"row_count\"], \"rows\": [{\"OperatingSystems\": \"2\", \"row_count\": 6601}, {\"OperatingSystems\": \"1\", \"row_count\": 2585}, {\"OperatingSystems\": \"3\", \"row_count\": 2555}, {\"OperatingSystems\": \"4\", \"row_count\": 478}, {\"OperatingSystems\": \"8\", \"row_count\": 79}, {\"OperatingSystems\": \"6\", \"row_count\": 19}, {\"OperatingSystems\": \"7\", \"row_count\": 7}, {\"OperatingSystems\": \"5\", \"row_count\": 6}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e1796adf4288a20c8b0aff267e1be761509a327d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:09:04.865871+00:00", + "ended_at": "2026-05-04T08:09:16.404994+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_5561485ad0f17072", + "problem_id": "v2p_m6_e8e2b6a070b87b84", + "dataset_id": "m6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=OperatingSystems.", + "bindings": { + "group_col": "OperatingSystems", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_5561485ad0f17072.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5561485ad0f17072", + "api_calls": 0, + "input_tokens": 22843, + "cached_input_tokens": 19840, + "output_tokens": 90, + "total_tokens": 22933, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2752, + "estimated_output_tokens": 74, + "estimated_total_tokens": 2826, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11497.77, + "sql_execution_elapsed_ms_total": 8.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_5561485ad0f17072\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3be587a7dc6654a93d3e0d34231833c950400ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5561485ad0f17072/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:16.390052+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11497.77, "started_at": "2026-05-04T08:09:04.870073+00:00", "ended_at": "2026-05-04T08:09:16.367723+00:00", "prompt_metrics": {"chars": 10324, "bytes_utf8": 10324, "lines": 310, "estimated_tokens": 2752}, "response_metrics": {"chars": 310, "bytes_utf8": 310, "lines": 1, "estimated_tokens": 74}, "usage": {"input_tokens": 22843, "cached_input_tokens": 19840, "output_tokens": 90}, "stderr_preview": "2026-05-04T08:09:05.073632Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:07.607021Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=TrafficType, measure_col=Administrative.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Administrative", + "item_col": "ProductRelated_Duration", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4b7348022c07b546f0bda966057f2e947394b19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df222-b17a-7bf0-b7ae-36d77296e594"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"TrafficType\\\", \\\"ProductRelated_Duration\\\",\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Administrative\\\" AS REAL))) OVER (PARTITION BY \\\"TrafficType\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\", \\\"ProductRelated_Duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"TrafficType\\\", item_col=\\\"ProductRelated_Duration\\\", and measure_col=\\\"Administrative\\\". Cast \\\"Administrative\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22989,"cached_input_tokens":19840,"output_tokens":277}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38d995256e37426a90cce2aaf8f18f5deeeb236f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"TrafficType\", \"ProductRelated_Duration\",\n SUM(CAST(\"Administrative\" AS REAL)) AS total_measure,\n SUM(CAST(\"Administrative\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Administrative\" AS REAL))) OVER (PARTITION BY \"TrafficType\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"TrafficType\", \"ProductRelated_Duration\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"TrafficType\", item_col=\"ProductRelated_Duration\", and measure_col=\"Administrative\". Cast \"Administrative\" from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e61edc72d3f4c89112ba8702654860eb87e3751 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,60 @@ +2026-05-04T08:37:36.307251Z WARN sqlx::query: slow statement: execution time exceeded alert threshold summary="PRAGMA auto_vacuum = INCREMENTAL; …" db.statement="\n\nPRAGMA auto_vacuum = INCREMENTAL; PRAGMA journal_mode = WAL; PRAGMA foreign_keys = ON; PRAGMA synchronous = NORMAL; \n" rows_affected=0 rows_returned=1 elapsed=1.2801719s elapsed_secs=1.2801719 slow_threshold=1s +2026-05-04T08:37:37.911124Z WARN sqlx::pool::acquire: acquired connection, but time to acquire exceeded slow threshold aquired_after_secs=3.1989118 slow_acquire_threshold_secs=2.0 +2026-05-04T08:37:43.625922Z WARN sqlx::query: slow statement: execution time exceeded alert threshold summary="PRAGMA wal_checkpoint(TRUNCATE)" db.statement="" rows_affected=0 rows_returned=1 elapsed=5.714625s elapsed_secs=5.714625 slow_threshold=1s +2026-05-04T08:37:43.682109Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:37:46.054245Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:37:57.897919Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..403daf90241b7716f201f807192d3aeb18fa3c6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=TrafficType, measure_col=Administrative. +Result preview: [{"TrafficType": "18", "ProductRelated_Duration": "782.5", "total_measure": 10.0, "share_within_group": 47.61904761904762}, {"TrafficType": "16", "ProductRelated_Duration": "1229.466667", "total_measure": 4.0, "share_within_group": 44.44444444444444}, {"TrafficType": "16", "ProductRelated_Duration": "360", "total_measure": 4.0, "share_within_group": 44.44444444444444}, {"TrafficType": "19", "ProductRelated_Duration": "2697.487879", "total_measure": 10.0, "share_within_group": 41.666666666666664}, {"TrafficType": "14", "ProductRelated_Duration": "43171.23338", "total_measure": 17.0, "share_within_group": 38.63636363636363}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f92c13856c882432792083b8c984606483167d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_560b176dc981351c +-- problem_id: v2p_m6_9f38161b120d744d +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", "ProductRelated_Duration", + SUM(CAST("Administrative" AS REAL)) AS total_measure, + SUM(CAST("Administrative" AS REAL)) * 100.0 / SUM(SUM(CAST("Administrative" AS REAL))) OVER (PARTITION BY "TrafficType") AS share_within_group +FROM "m6" +GROUP BY "TrafficType", "ProductRelated_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38c3f507ffb101590f8f39eb77998cd44ef1a1a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"TrafficType\", \"ProductRelated_Duration\",\n SUM(CAST(\"Administrative\" AS REAL)) AS total_measure,\n SUM(CAST(\"Administrative\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Administrative\" AS REAL))) OVER (PARTITION BY \"TrafficType\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"TrafficType\", \"ProductRelated_Duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"TrafficType\\\", \\\"ProductRelated_Duration\\\",\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Administrative\\\" AS REAL))) OVER (PARTITION BY \\\"TrafficType\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\", \\\"ProductRelated_Duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"TrafficType\", \"ProductRelated_Duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"TrafficType\": \"18\", \"ProductRelated_Duration\": \"782.5\", \"total_measure\": 10.0, \"share_within_group\": 47.61904761904762}, {\"TrafficType\": \"16\", \"ProductRelated_Duration\": \"1229.466667\", \"total_measure\": 4.0, \"share_within_group\": 44.44444444444444}, {\"TrafficType\": \"16\", \"ProductRelated_Duration\": \"360\", \"total_measure\": 4.0, \"share_within_group\": 44.44444444444444}, {\"TrafficType\": \"19\", \"ProductRelated_Duration\": \"2697.487879\", \"total_measure\": 10.0, \"share_within_group\": 41.666666666666664}, {\"TrafficType\": \"14\", \"ProductRelated_Duration\": \"43171.23338\", \"total_measure\": 17.0, \"share_within_group\": 38.63636363636363}, {\"TrafficType\": \"19\", \"ProductRelated_Duration\": \"399\", \"total_measure\": 5.0, \"share_within_group\": 20.833333333333332}, {\"TrafficType\": \"14\", \"ProductRelated_Duration\": \"3772.405525\", \"total_measure\": 9.0, \"share_within_group\": 20.454545454545453}, {\"TrafficType\": \"14\", \"ProductRelated_Duration\": \"1550.211111\", \"total_measure\": 8.0, \"share_within_group\": 18.181818181818183}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"752.4592075\", \"total_measure\": 9.0, \"share_within_group\": 17.307692307692307}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"783.5\", \"total_measure\": 8.0, \"share_within_group\": 15.384615384615385}, {\"TrafficType\": \"18\", \"ProductRelated_Duration\": \"132.2333333\", \"total_measure\": 3.0, \"share_within_group\": 14.285714285714286}, {\"TrafficType\": \"18\", \"ProductRelated_Duration\": \"91\", \"total_measure\": 3.0, \"share_within_group\": 14.285714285714286}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"4191.031746\", \"total_measure\": 7.0, \"share_within_group\": 13.461538461538462}, {\"TrafficType\": \"19\", \"ProductRelated_Duration\": \"13259.29396\", \"total_measure\": 3.0, \"share_within_group\": 12.5}, {\"TrafficType\": \"16\", \"ProductRelated_Duration\": \"220.3333333\", \"total_measure\": 1.0, \"share_within_group\": 11.11111111111111}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"1485.566667\", \"total_measure\": 12.0, \"share_within_group\": 10.344827586206897}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"3648.5625\", \"total_measure\": 12.0, \"share_within_group\": 10.344827586206897}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"1569.625\", \"total_measure\": 8.0, \"share_within_group\": 9.75609756097561}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"336.5\", \"total_measure\": 8.0, \"share_within_group\": 9.75609756097561}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"146.75\", \"total_measure\": 5.0, \"share_within_group\": 9.615384615384615}, {\"TrafficType\": \"18\", \"ProductRelated_Duration\": \"1098\", \"total_measure\": 2.0, \"share_within_group\": 9.523809523809524}, {\"TrafficType\": \"18\", \"ProductRelated_Duration\": \"519.9166667\", \"total_measure\": 2.0, \"share_within_group\": 9.523809523809524}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"3611.978569\", \"total_measure\": 10.0, \"share_within_group\": 8.620689655172415}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"416.5\", \"total_measure\": 7.0, \"share_within_group\": 8.536585365853659}, {\"TrafficType\": \"19\", \"ProductRelated_Duration\": \"1425.75\", \"total_measure\": 2.0, \"share_within_group\": 8.333333333333334}, {\"TrafficType\": \"19\", \"ProductRelated_Duration\": \"636\", \"total_measure\": 2.0, \"share_within_group\": 8.333333333333334}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"56.25\", \"total_measure\": 4.0, \"share_within_group\": 7.6923076923076925}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"327\", \"total_measure\": 6.0, \"share_within_group\": 7.317073170731708}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"834.6666667\", \"total_measure\": 6.0, \"share_within_group\": 7.317073170731708}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"1192.5\", \"total_measure\": 8.0, \"share_within_group\": 6.896551724137931}, {\"TrafficType\": \"14\", \"ProductRelated_Duration\": \"1100.125\", \"total_measure\": 3.0, \"share_within_group\": 6.818181818181818}, {\"TrafficType\": \"14\", \"ProductRelated_Duration\": \"2145.563492\", \"total_measure\": 3.0, \"share_within_group\": 6.818181818181818}, {\"TrafficType\": \"14\", \"ProductRelated_Duration\": \"565\", \"total_measure\": 3.0, \"share_within_group\": 6.818181818181818}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"267.3\", \"total_measure\": 5.0, \"share_within_group\": 6.097560975609756}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"50\", \"total_measure\": 5.0, \"share_within_group\": 6.097560975609756}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"528.9\", \"total_measure\": 5.0, \"share_within_group\": 6.097560975609756}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"2387.435714\", \"total_measure\": 3.0, \"share_within_group\": 5.769230769230769}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"634\", \"total_measure\": 3.0, \"share_within_group\": 5.769230769230769}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"746.1666667\", \"total_measure\": 3.0, \"share_within_group\": 5.769230769230769}, {\"TrafficType\": \"15\", \"ProductRelated_Duration\": \"96\", \"total_measure\": 3.0, \"share_within_group\": 5.769230769230769}, {\"TrafficType\": \"11\", \"ProductRelated_Duration\": \"8699.407065\", \"total_measure\": 24.0, \"share_within_group\": 5.517241379310345}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"1430.25\", \"total_measure\": 6.0, \"share_within_group\": 5.172413793103448}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"1494.25\", \"total_measure\": 6.0, \"share_within_group\": 5.172413793103448}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"1570.469048\", \"total_measure\": 6.0, \"share_within_group\": 5.172413793103448}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"217.7611111\", \"total_measure\": 6.0, \"share_within_group\": 5.172413793103448}, {\"TrafficType\": \"7\", \"ProductRelated_Duration\": \"582.7333333\", \"total_measure\": 6.0, \"share_within_group\": 5.172413793103448}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"1734.780952\", \"total_measure\": 4.0, \"share_within_group\": 4.878048780487805}, {\"TrafficType\": \"9\", \"ProductRelated_Duration\": \"95.5\", \"total_measure\": 4.0, \"share_within_group\": 4.878048780487805}, {\"TrafficType\": \"11\", \"ProductRelated_Duration\": \"2162.840879\", \"total_measure\": 21.0, \"share_within_group\": 4.827586206896552}, {\"TrafficType\": \"18\", \"ProductRelated_Duration\": \"12.5\", \"total_measure\": 1.0, \"share_within_group\": 4.761904761904762}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 63.54}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..96dae30fea20eb7bcbbfef8e32ed78cf520a042e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:37:32.967698+00:00", + "ended_at": "2026-05-04T08:37:58.748333+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_560b176dc981351c", + "problem_id": "v2p_m6_9f38161b120d744d", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=TrafficType, measure_col=Administrative.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Administrative", + "item_col": "ProductRelated_Duration", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_560b176dc981351c.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_560b176dc981351c", + "api_calls": 0, + "input_tokens": 22989, + "cached_input_tokens": 19840, + "output_tokens": 277, + "total_tokens": 23266, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2898, + "estimated_output_tokens": 162, + "estimated_total_tokens": 3060, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25654.32, + "sql_execution_elapsed_ms_total": 63.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_560b176dc981351c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7e18c2cdf1c84043e04460d530d6c68e5ff994e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:37:58.675510+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25654.32, "started_at": "2026-05-04T08:37:33.002020+00:00", "ended_at": "2026-05-04T08:37:58.656228+00:00", "prompt_metrics": {"chars": 10840, "bytes_utf8": 10840, "lines": 314, "estimated_tokens": 2898}, "response_metrics": {"chars": 683, "bytes_utf8": 683, "lines": 1, "estimated_tokens": 162}, "usage": {"input_tokens": 22989, "cached_input_tokens": 19840, "output_tokens": 277}, "stderr_preview": "2026-05-04T08:37:36.307251Z WARN sqlx::query: slow statement: execution time exceeded alert threshold summary=\"PRAGMA auto_vacuum = INCREMENTAL; …\" db.statement=\"\\n\\nPRAGMA auto_vacuum = INCREMENTAL; PRAGMA journal_mode = WAL; PRAGMA foreign_keys = ON; PRAGMA synchronous = NORMAL; \\n\" rows_affected=0 rows_returned=1 elapsed=1.2801719s elapsed_secs=1.2801719 slow_threshold=1s\n2026-05-04T08:37:37.911124Z WARN sqlx::pool::acquire: acquired connection, but time to acquire exceeded slow threshold aquired_after_secs=3.1989118 slow_acquire_threshold_secs=2.0\n2026-05-04T08:37:43.625922Z WARN sqlx::query: slow statement: execution time exceeded alert threshold summary=\"PRAGMA wal_checkpoint(TRUNCATE)\" db.statement=\"\" rows_affected=0 rows_returned=1 elapsed=5.714625s elapsed_secs=5.714625 slow_threshold=1s\n2026-05-04T08:37:43.682109Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:37:46.054245Z WA", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"TrafficType\\\", \\\"ProductRelated_Duration\\\",\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Administrative\\\" AS REAL))) OVER (PARTITION BY \\\"TrafficType\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\", \\\"ProductRelated_Duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"TrafficType\\\", item_col=\\\"ProductRelated_Duration\\\", and measure_col=\\\"Administrative\\\". Cast \\\"Administrative\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cff8a0d5e261dd3e54cc00bb74fe224dbdf1c201 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_560b176dc981351c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_560b176dc981351c", + "api_calls": 0, + "input_tokens": 22989, + "cached_input_tokens": 19840, + "output_tokens": 277, + "total_tokens": 23266, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2898, + "estimated_output_tokens": 162, + "estimated_total_tokens": 3060, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25654.32, + "sql_execution_elapsed_ms_total": 63.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_560b176dc981351c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb2310595ce217cd8e452aaa7fb72f49df52bdb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10764, "bytes_utf8": 10764, "lines": 313, "estimated_tokens": 2894}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 564, "bytes_utf8": 564, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 197}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1e3fadf1b9c0dbe483c861a89e2bf79d4f76f5af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5925714cbb825fc3", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 197, + "total_tokens": 23180, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 148, + "estimated_total_tokens": 3042, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14934.53, + "sql_execution_elapsed_ms_total": 8.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_5925714cbb825fc3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0c63c01a69f454e35664d7fa3c29aaef80f33b97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:56:56.782762+00:00", + "ended_at": "2026-05-04T08:57:11.717452+00:00", + "elapsed_ms": 14934.53, + "prompt_metrics": { + "chars": 10764, + "bytes_utf8": 10764, + "lines": 313, + "estimated_tokens": 2894 + }, + "stdout_metrics": { + "chars": 893, + "bytes_utf8": 893, + "lines": 4, + "estimated_tokens": 256 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13178 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 564, + "bytes_utf8": 564, + "lines": 1, + "estimated_tokens": 148 + }, + "usage": { + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 197 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..922fd8acd266f2e6e8d2be4bc67b7e44a83d2808 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,313 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Administrative, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "Administrative", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dbfb6587c0f9dec31d9bbadd1d710104270edb3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-736a-73c0-a0cf-21c861519e47"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Administrative\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"Administrative\\\", target_col=\\\"VisitorType\\\", target_value='New_Visitor', min_support=4, and top_k=16. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22983,"cached_input_tokens":21888,"output_tokens":197}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28a4aeea731b05c60b60cf6b3c7dd2d181e9f253 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Administrative\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Administrative\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"Administrative\", target_col=\"VisitorType\", target_value='New_Visitor', min_support=4, and top_k=16. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f052d16ee5cc15f90960d902d8e8de9dae70143 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:57.005254Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:00.763539Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:10.759961Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b771f4c842c05040213596e877a5d33c44c0e6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Administrative, target_col=VisitorType. +Result preview: [{"Administrative": "4", "support": 765, "focus_rate": 0.23921568627450981}, {"Administrative": "3", "support": 915, "focus_rate": 0.23387978142076501}, {"Administrative": "2", "support": 1114, "focus_rate": 0.19748653500897667}, {"Administrative": "6", "support": 432, "focus_rate": 0.18518518518518517}, {"Administrative": "1", "support": 1354, "focus_rate": 0.18168389955686853}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ccdc567dcbc7e8c3016e6ec16e31497ef5d97390 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_5925714cbb825fc3 +-- problem_id: v2p_m6_10a263661d56a061 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Administrative", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Administrative" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8784ae5c40c565cc4f31a663e1b466e436124b23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Administrative\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Administrative\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Administrative\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\", \"columns\": [\"Administrative\", \"support\", \"focus_rate\"], \"rows\": [{\"Administrative\": \"4\", \"support\": 765, \"focus_rate\": 0.23921568627450981}, {\"Administrative\": \"3\", \"support\": 915, \"focus_rate\": 0.23387978142076501}, {\"Administrative\": \"2\", \"support\": 1114, \"focus_rate\": 0.19748653500897667}, {\"Administrative\": \"6\", \"support\": 432, \"focus_rate\": 0.18518518518518517}, {\"Administrative\": \"1\", \"support\": 1354, \"focus_rate\": 0.18168389955686853}, {\"Administrative\": \"5\", \"support\": 575, \"focus_rate\": 0.17565217391304347}, {\"Administrative\": \"7\", \"support\": 338, \"focus_rate\": 0.15384615384615385}, {\"Administrative\": \"8\", \"support\": 287, \"focus_rate\": 0.13240418118466898}, {\"Administrative\": \"11\", \"support\": 105, \"focus_rate\": 0.10476190476190476}, {\"Administrative\": \"9\", \"support\": 225, \"focus_rate\": 0.10222222222222223}, {\"Administrative\": \"10\", \"support\": 153, \"focus_rate\": 0.0915032679738562}, {\"Administrative\": \"0\", \"support\": 5768, \"focus_rate\": 0.08685852981969487}, {\"Administrative\": \"12\", \"support\": 86, \"focus_rate\": 0.06976744186046512}, {\"Administrative\": \"13\", \"support\": 56, \"focus_rate\": 0.05357142857142857}, {\"Administrative\": \"16\", \"support\": 24, \"focus_rate\": 0.041666666666666664}, {\"Administrative\": \"15\", \"support\": 38, \"focus_rate\": 0.02631578947368421}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c2cea1e9016e836bcb58272258e51264fecdc2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:56:56.777729+00:00", + "ended_at": "2026-05-04T08:57:11.750856+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_5925714cbb825fc3", + "problem_id": "v2p_m6_10a263661d56a061", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Administrative, target_col=VisitorType.", + "bindings": { + "group_col": "Administrative", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_5925714cbb825fc3.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5925714cbb825fc3", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 197, + "total_tokens": 23180, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 148, + "estimated_total_tokens": 3042, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14934.53, + "sql_execution_elapsed_ms_total": 8.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_5925714cbb825fc3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfdc5b3ced60c959b1752051673471539f67f0e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:57:11.735110+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14934.53, "started_at": "2026-05-04T08:56:56.782762+00:00", "ended_at": "2026-05-04T08:57:11.717452+00:00", "prompt_metrics": {"chars": 10764, "bytes_utf8": 10764, "lines": 313, "estimated_tokens": 2894}, "response_metrics": {"chars": 564, "bytes_utf8": 564, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 197}, "stderr_preview": "2026-05-04T08:56:57.005254Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:00.763539Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"Administrative\\\", target_col=\\\"VisitorType\\\", target_value='New_Visitor', min_support=4, and top_k=16. Identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eade6632bf90d32bfd24c3af7d93b758e7b33d5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5925714cbb825fc3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5925714cbb825fc3", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 197, + "total_tokens": 23180, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 148, + "estimated_total_tokens": 3042, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14934.53, + "sql_execution_elapsed_ms_total": 8.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_5925714cbb825fc3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db5d15539043d9026da5d9f3153900e9dd06d7b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10714, "bytes_utf8": 10714, "lines": 315, "estimated_tokens": 2880}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22971, "cached_input_tokens": 21888, "output_tokens": 180}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d77bd5409c6294ac6d4f4bbe713b1d366087467a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_59464de496a62ed0", + "api_calls": 0, + "input_tokens": 22971, + "cached_input_tokens": 21888, + "output_tokens": 180, + "total_tokens": 23151, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2880, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3003, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11395.07, + "sql_execution_elapsed_ms_total": 12.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_59464de496a62ed0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b7e6e47010072f9e433b28c380972007dafb01d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:33:08.115637+00:00", + "ended_at": "2026-05-04T08:33:19.509901+00:00", + "elapsed_ms": 11395.07, + "prompt_metrics": { + "chars": 10714, + "bytes_utf8": 10714, + "lines": 315, + "estimated_tokens": 2880 + }, + "stdout_metrics": { + "chars": 801, + "bytes_utf8": 801, + "lines": 4, + "estimated_tokens": 228 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13244 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 476, + "bytes_utf8": 476, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 22971, + "cached_input_tokens": 21888, + "output_tokens": 180 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2df49a0a2ca2ae5b54e0a5ac0f077045078ccc1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=Month, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Month", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d900ab1316022b5c2bfe9d314bc83d29ff2aa7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-a694-71b3-8f7d-2b53eedb925f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Month\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Month\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=SpecialDay, group_col_2=Month, target_col=VisitorType, target_value='Other'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22971,"cached_input_tokens":21888,"output_tokens":180}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8485aab5dfbbe91228e35529cbffb2950dd97cf6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Month\",\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Month\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=SpecialDay, group_col_2=Month, target_col=VisitorType, target_value='Other'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..451a8a943564c3a3989c2efcd99253e595317999 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:08.297027Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:10.616410Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:18.751069Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..773799be0f3de406c6a81b49cc35434735475104 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=Month, target_col=VisitorType. +Result preview: [{"SpecialDay": "0", "Month": "Dec", "target_rate": 0.03590040532715692}, {"SpecialDay": "0", "Month": "Nov", "target_rate": 0.00733822548365577}, {"SpecialDay": "0", "Month": "June", "target_rate": 0.003472222222222222}, {"SpecialDay": "0", "Month": "Aug", "target_rate": 0.0}, {"SpecialDay": "0", "Month": "Feb", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..45f0b3a7bc2af8cb45cd548e10133faa4470ae7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_59464de496a62ed0 +-- problem_id: v2p_m6_9cb4167f2e5d3eda +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Month", + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "Month" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f75bb4115c6ee1a1e520957d41bc3adfe7b944e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Month\",\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Month\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Month\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Month\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"SpecialDay\", \"Month\", \"target_rate\"], \"rows\": [{\"SpecialDay\": \"0\", \"Month\": \"Dec\", \"target_rate\": 0.03590040532715692}, {\"SpecialDay\": \"0\", \"Month\": \"Nov\", \"target_rate\": 0.00733822548365577}, {\"SpecialDay\": \"0\", \"Month\": \"June\", \"target_rate\": 0.003472222222222222}, {\"SpecialDay\": \"0\", \"Month\": \"Aug\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0\", \"Month\": \"Feb\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0\", \"Month\": \"Jul\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0\", \"Month\": \"Mar\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0\", \"Month\": \"May\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0\", \"Month\": \"Oct\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0\", \"Month\": \"Sep\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Month\": \"Feb\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Month\": \"May\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Month\": \"Feb\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Month\": \"May\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Month\": \"Feb\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Month\": \"May\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Month\": \"Feb\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Month\": \"May\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"Month\": \"Feb\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"Month\": \"May\", \"target_rate\": 0.0}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..002bb363173c61886fda4962a16d9eb512286c52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:33:08.111790+00:00", + "ended_at": "2026-05-04T08:33:19.550570+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_59464de496a62ed0", + "problem_id": "v2p_m6_9cb4167f2e5d3eda", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=Month, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Month", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_59464de496a62ed0.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_59464de496a62ed0", + "api_calls": 0, + "input_tokens": 22971, + "cached_input_tokens": 21888, + "output_tokens": 180, + "total_tokens": 23151, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2880, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3003, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11395.07, + "sql_execution_elapsed_ms_total": 12.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_59464de496a62ed0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e7a6b137b9043f6358b982851e9065985b4eb5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_59464de496a62ed0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:19.530154+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11395.07, "started_at": "2026-05-04T08:33:08.115637+00:00", "ended_at": "2026-05-04T08:33:19.509901+00:00", "prompt_metrics": {"chars": 10714, "bytes_utf8": 10714, "lines": 315, "estimated_tokens": 2880}, "response_metrics": {"chars": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22971, "cached_input_tokens": 21888, "output_tokens": 180}, "stderr_preview": "2026-05-04T08:33:08.297027Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:10.616410Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=OperatingSystems, measure_col=Region.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "Region", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a059bcab341c6948638e0fc7af56d57ef1b1fdf0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-1823-7111-8f3d-9bb23eb5f19d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"OperatingSystems\\\", AVG(CAST(\\\"Region\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Mean template with group_col bound to \\\"OperatingSystems\\\" and measure_col bound to \\\"Region\\\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":19840,"output_tokens":120}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a07c74954a1f1403381356af7750d53bb90ab88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"OperatingSystems\", AVG(CAST(\"Region\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nORDER BY avg_measure DESC;","notes":"Used the required Grouped Numeric Mean template with group_col bound to \"OperatingSystems\" and measure_col bound to \"Region\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00c8fc66ecbbf410252f0a90356507897cd979de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:03.285183Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:05.725074Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:13.781232Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..daf077bbe8bf7b03deb2edafde65cead36a5afd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=OperatingSystems, measure_col=Region. +Result preview: [{"OperatingSystems": "8", "avg_measure": 7.253164556962025}, {"OperatingSystems": "5", "avg_measure": 4.333333333333333}, {"OperatingSystems": "6", "avg_measure": 3.8421052631578947}, {"OperatingSystems": "2", "avg_measure": 3.212089077412513}, {"OperatingSystems": "3", "avg_measure": 3.1088062622309196}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6c2e57162942613232f5ec783c422033be3789a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_594806513ad16cbe +-- problem_id: v2p_m6_c3f2a0149da5592b +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", AVG(CAST("Region" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "OperatingSystems" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c5e06784d64e6bd7765d55d065b976769745c4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"OperatingSystems\", AVG(CAST(\"Region\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"OperatingSystems\\\", AVG(CAST(\\\"Region\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"OperatingSystems\", \"avg_measure\"], \"rows\": [{\"OperatingSystems\": \"8\", \"avg_measure\": 7.253164556962025}, {\"OperatingSystems\": \"5\", \"avg_measure\": 4.333333333333333}, {\"OperatingSystems\": \"6\", \"avg_measure\": 3.8421052631578947}, {\"OperatingSystems\": \"2\", \"avg_measure\": 3.212089077412513}, {\"OperatingSystems\": \"3\", \"avg_measure\": 3.1088062622309196}, {\"OperatingSystems\": \"1\", \"avg_measure\": 2.95357833655706}, {\"OperatingSystems\": \"7\", \"avg_measure\": 2.857142857142857}, {\"OperatingSystems\": \"4\", \"avg_measure\": 2.790794979079498}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.31}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b991728308a933f5d551f50a8a5c25f6dc34209 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:15:03.070123+00:00", + "ended_at": "2026-05-04T08:15:14.726372+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_594806513ad16cbe", + "problem_id": "v2p_m6_c3f2a0149da5592b", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=OperatingSystems, measure_col=Region.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "Region", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_594806513ad16cbe.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_594806513ad16cbe", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 19840, + "output_tokens": 120, + "total_tokens": 22988, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2875, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11618.04, + "sql_execution_elapsed_ms_total": 8.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_594806513ad16cbe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84e7c0220330af86bc18856146675081e7855952 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_594806513ad16cbe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:14.710732+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11618.04, "started_at": "2026-05-04T08:15:03.074321+00:00", "ended_at": "2026-05-04T08:15:14.692444+00:00", "prompt_metrics": {"chars": 10418, "bytes_utf8": 10418, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22868, "cached_input_tokens": 19840, "output_tokens": 120}, "stderr_preview": "2026-05-04T08:15:03.285183Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:05.725074Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=OperatingSystems, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "OperatingSystems", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7a6492badfde20f42c4a4e70d8b63fcb3408847 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-3616-7f70-9f06-b33cb842b13f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"OperatingSystems\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"OperatingSystems\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=SpecialDay, group_col_2=OperatingSystems, and target_col=VisitorType targeting Returning_Visitor.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22977,"cached_input_tokens":19840,"output_tokens":220}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a781333d8b51608f1461982b89b5f14e3ac9b8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"OperatingSystems\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"OperatingSystems\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=SpecialDay, group_col_2=OperatingSystems, and target_col=VisitorType targeting Returning_Visitor."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..483cbbd35dd001b6c4690cd13c6a9022356b7156 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:45.047363Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:47.347827Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:59.375281Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..20327d7b1b2c011b9feae4d2778b11540cd3c10b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=OperatingSystems, target_col=VisitorType. +Result preview: [{"SpecialDay": "0", "OperatingSystems": "5", "target_rate": 1.0}, {"SpecialDay": "0", "OperatingSystems": "6", "target_rate": 1.0}, {"SpecialDay": "0.2", "OperatingSystems": "1", "target_rate": 1.0}, {"SpecialDay": "0.2", "OperatingSystems": "3", "target_rate": 1.0}, {"SpecialDay": "0.2", "OperatingSystems": "4", "target_rate": 1.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a70c3b474935928238b28dafffca5671c1c7d75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_5a54663550f0e71f +-- problem_id: v2p_m6_25c94d70d0d7929e +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "OperatingSystems", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "SpecialDay", "OperatingSystems" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68759380eb5378f84475363d463c9db306ce52bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"OperatingSystems\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"OperatingSystems\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"OperatingSystems\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"OperatingSystems\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"SpecialDay\", \"OperatingSystems\", \"target_rate\"], \"rows\": [{\"SpecialDay\": \"0\", \"OperatingSystems\": \"5\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0\", \"OperatingSystems\": \"6\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"OperatingSystems\": \"1\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"OperatingSystems\": \"3\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"OperatingSystems\": \"4\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"OperatingSystems\": \"3\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"OperatingSystems\": \"7\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.6\", \"OperatingSystems\": \"8\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"OperatingSystems\": \"4\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"OperatingSystems\": \"6\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"OperatingSystems\": \"7\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"OperatingSystems\": \"4\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"OperatingSystems\": \"3\", \"target_rate\": 0.9883720930232558}, {\"SpecialDay\": \"1\", \"OperatingSystems\": \"3\", \"target_rate\": 0.9777777777777777}, {\"SpecialDay\": \"1\", \"OperatingSystems\": \"2\", \"target_rate\": 0.9696969696969697}, {\"SpecialDay\": \"0.8\", \"OperatingSystems\": \"1\", \"target_rate\": 0.96875}, {\"SpecialDay\": \"0.8\", \"OperatingSystems\": \"2\", \"target_rate\": 0.9641025641025641}, {\"SpecialDay\": \"0.6\", \"OperatingSystems\": \"3\", \"target_rate\": 0.958904109589041}, {\"SpecialDay\": \"0.4\", \"OperatingSystems\": \"2\", \"target_rate\": 0.9527027027027027}, {\"SpecialDay\": \"0.4\", \"OperatingSystems\": \"1\", \"target_rate\": 0.9512195121951219}, {\"SpecialDay\": \"0.6\", \"OperatingSystems\": \"2\", \"target_rate\": 0.9444444444444444}, {\"SpecialDay\": \"0.6\", \"OperatingSystems\": \"4\", \"target_rate\": 0.9166666666666666}, {\"SpecialDay\": \"0.2\", \"OperatingSystems\": \"2\", \"target_rate\": 0.9090909090909091}, {\"SpecialDay\": \"0.6\", \"OperatingSystems\": \"1\", \"target_rate\": 0.9090909090909091}, {\"SpecialDay\": \"1\", \"OperatingSystems\": \"1\", \"target_rate\": 0.8974358974358975}, {\"SpecialDay\": \"0.4\", \"OperatingSystems\": \"4\", \"target_rate\": 0.8888888888888888}, {\"SpecialDay\": \"0\", \"OperatingSystems\": \"3\", \"target_rate\": 0.8787477954144621}, {\"SpecialDay\": \"0\", \"OperatingSystems\": \"4\", \"target_rate\": 0.8613636363636363}, {\"SpecialDay\": \"0\", \"OperatingSystems\": \"2\", \"target_rate\": 0.8446140797285836}, {\"SpecialDay\": \"0\", \"OperatingSystems\": \"1\", \"target_rate\": 0.8288364249578415}, {\"SpecialDay\": \"0\", \"OperatingSystems\": \"7\", \"target_rate\": 0.8}, {\"SpecialDay\": \"1\", \"OperatingSystems\": \"6\", \"target_rate\": 0.5}, {\"SpecialDay\": \"0\", \"OperatingSystems\": \"8\", \"target_rate\": 0.20512820512820512}, {\"SpecialDay\": \"0.6\", \"OperatingSystems\": \"6\", \"target_rate\": 0.0}], \"row_count_returned\": 34, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.03}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7e33521efb620216068cb9a9fb4bf64163fee8c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:33:44.839746+00:00", + "ended_at": "2026-05-04T08:34:00.331269+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_5a54663550f0e71f", + "problem_id": "v2p_m6_25c94d70d0d7929e", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=OperatingSystems, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "OperatingSystems", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_5a54663550f0e71f.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5a54663550f0e71f", + "api_calls": 0, + "input_tokens": 22977, + "cached_input_tokens": 19840, + "output_tokens": 220, + "total_tokens": 23197, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2886, + "estimated_output_tokens": 119, + "estimated_total_tokens": 3005, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15448.66, + "sql_execution_elapsed_ms_total": 14.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_5a54663550f0e71f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25dcab5f3330a910e3dc438fb53334d605138f0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5a54663550f0e71f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:34:00.306947+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15448.66, "started_at": "2026-05-04T08:33:44.844035+00:00", "ended_at": "2026-05-04T08:34:00.292781+00:00", "prompt_metrics": {"chars": 10748, "bytes_utf8": 10748, "lines": 315, "estimated_tokens": 2886}, "response_metrics": {"chars": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22977, "cached_input_tokens": 19840, "output_tokens": 220}, "stderr_preview": "2026-05-04T08:33:45.047363Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:47.347827Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=TrafficType, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "TrafficType", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a921a736af0bb6fcdfc82aea5bbc1ecbab1f95e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-6892-7a90-abfb-9e89c5d32704"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"TrafficType\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"TrafficType\\\", target_col=\\\"VisitorType\\\", target_value='Other', min_support=5, and top_k=13. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22983,"cached_input_tokens":21888,"output_tokens":172}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46dde856792466c092f2c5abd9f4faefae03a83b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"TrafficType\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;","notes":"Used the required Tail Target-Rate Extremes template with fixed bindings: group_col=\"TrafficType\", target_col=\"VisitorType\", target_value='Other', min_support=5, and top_k=13. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dfef9f800d2bf52e8805a9cc71411115e16a508 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:00:10.848399Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:00:13.285348Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:00:25.083023Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2613b951b9eec579bcbbcf365c0aa96c4d5485c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=TrafficType, target_col=VisitorType. +Result preview: [{"TrafficType": "20", "support": 198, "focus_rate": 0.26262626262626265}, {"TrafficType": "10", "support": 450, "focus_rate": 0.006666666666666667}, {"TrafficType": "11", "support": 247, "focus_rate": 0.004048582995951417}, {"TrafficType": "5", "support": 260, "focus_rate": 0.0038461538461538464}, {"TrafficType": "3", "support": 2052, "focus_rate": 0.00341130604288499}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c5c8c5408a06a0dbb9fb954bef506ac0b1d2367 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_5af058b22fd6e324 +-- problem_id: v2p_m6_47340cba5b348442 +-- realization_mode: agent +-- source_kind: agent +SELECT + "TrafficType", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "TrafficType" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c30c58754582986f01fa4d060370e29e0b165086 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"TrafficType\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"TrafficType\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\", \"columns\": [\"TrafficType\", \"support\", \"focus_rate\"], \"rows\": [{\"TrafficType\": \"20\", \"support\": 198, \"focus_rate\": 0.26262626262626265}, {\"TrafficType\": \"10\", \"support\": 450, \"focus_rate\": 0.006666666666666667}, {\"TrafficType\": \"11\", \"support\": 247, \"focus_rate\": 0.004048582995951417}, {\"TrafficType\": \"5\", \"support\": 260, \"focus_rate\": 0.0038461538461538464}, {\"TrafficType\": \"3\", \"support\": 2052, \"focus_rate\": 0.00341130604288499}, {\"TrafficType\": \"8\", \"support\": 343, \"focus_rate\": 0.0029154518950437317}, {\"TrafficType\": \"1\", \"support\": 2451, \"focus_rate\": 0.0028559771521827824}, {\"TrafficType\": \"2\", \"support\": 3913, \"focus_rate\": 0.002811142346026067}, {\"TrafficType\": \"6\", \"support\": 444, \"focus_rate\": 0.0022522522522522522}, {\"TrafficType\": \"13\", \"support\": 738, \"focus_rate\": 0.0013550135501355014}, {\"TrafficType\": \"18\", \"support\": 10, \"focus_rate\": 0.0}, {\"TrafficType\": \"14\", \"support\": 13, \"focus_rate\": 0.0}, {\"TrafficType\": \"19\", \"support\": 17, \"focus_rate\": 0.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8ef54d8a3c7a57bcf346d8396d86d447b95e9b16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:00:10.619138+00:00", + "ended_at": "2026-05-04T09:00:26.027045+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_5af058b22fd6e324", + "problem_id": "v2p_m6_47340cba5b348442", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=TrafficType, target_col=VisitorType.", + "bindings": { + "group_col": "TrafficType", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=128" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_5af058b22fd6e324.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5af058b22fd6e324", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 23155, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 150, + "estimated_total_tokens": 3044, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15354.42, + "sql_execution_elapsed_ms_total": 12.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_5af058b22fd6e324\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c16795ebdd4192437733f234895061d936e5098e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:00:26.003444+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15354.42, "started_at": "2026-05-04T09:00:10.622795+00:00", "ended_at": "2026-05-04T09:00:25.976874+00:00", "prompt_metrics": {"chars": 10750, "bytes_utf8": 10750, "lines": 313, "estimated_tokens": 2894}, "response_metrics": {"chars": 559, "bytes_utf8": 559, "lines": 1, "estimated_tokens": 150}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 172}, "stderr_preview": "2026-05-04T09:00:10.848399Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:00:13.285348Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"TrafficType\\\", target_col=\\\"VisitorType\\\", target_value='Other', min_support=5, and top_k=13. Identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..efbb5475385f6d6193541d9e9849c33e4e9c5d85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af058b22fd6e324/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5af058b22fd6e324", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 23155, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 150, + "estimated_total_tokens": 3044, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15354.42, + "sql_execution_elapsed_ms_total": 12.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_5af058b22fd6e324\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f983b2fc7c181e8ff6bf554141bc0ed1066eb17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10849, "bytes_utf8": 10849, "lines": 314, "estimated_tokens": 2900}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 664, "bytes_utf8": 664, "lines": 1, "estimated_tokens": 161}, "usage": {"input_tokens": 22991, "cached_input_tokens": 21888, "output_tokens": 324}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7ebadfd690160440be31b53efe6feb9c24b942a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5af32932037e40e0", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 21888, + "output_tokens": 324, + "total_tokens": 23315, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 161, + "estimated_total_tokens": 3061, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15942.32, + "sql_execution_elapsed_ms_total": 27.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_5af32932037e40e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..672a8cdd618d1ce60de324732c8c22bb05165316 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:38:27.231164+00:00", + "ended_at": "2026-05-04T08:38:43.173211+00:00", + "elapsed_ms": 15942.32, + "prompt_metrics": { + "chars": 10849, + "bytes_utf8": 10849, + "lines": 314, + "estimated_tokens": 2900 + }, + "stdout_metrics": { + "chars": 1014, + "bytes_utf8": 1014, + "lines": 4, + "estimated_tokens": 282 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 664, + "bytes_utf8": 664, + "lines": 1, + "estimated_tokens": 161 + }, + "usage": { + "input_tokens": 22991, + "cached_input_tokens": 21888, + "output_tokens": 324 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..638e46a637d2e37a2e0361fe0e76d8d0f9d69603 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=VisitorType, measure_col=Administrative_Duration.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Administrative_Duration", + "item_col": "BounceRates", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 56.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64269139bab943810ad816b713a5392a6f816431 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-852a-7573-89fe-73fc2c018c44"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"VisitorType\\\", \\\"BounceRates\\\",\\n SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Administrative_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"VisitorType\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\", \\\"BounceRates\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"VisitorType\\\", item_col=\\\"BounceRates\\\", and measure_col=\\\"Administrative_Duration\\\". Cast the measure from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22991,"cached_input_tokens":21888,"output_tokens":324}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36480e253593f3d9deb1e5dee200e8002f9407c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"VisitorType\", \"BounceRates\",\n SUM(CAST(\"Administrative_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"Administrative_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Administrative_Duration\" AS REAL))) OVER (PARTITION BY \"VisitorType\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"VisitorType\", \"BounceRates\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"VisitorType\", item_col=\"BounceRates\", and measure_col=\"Administrative_Duration\". Cast the measure from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5692076e64eb24ec454da807b3a50b179c91ab58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:38:27.409755Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:38:29.920205Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:38:42.388442Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ad5bc564c7896cfb9d944943c2f0a842f581d12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=VisitorType, measure_col=Administrative_Duration. +Result preview: [{"VisitorType": "Other", "BounceRates": "0", "total_measure": 5294.62500003, "share_within_group": 99.35261417212385}, {"VisitorType": "New_Visitor", "BounceRates": "0", "total_measure": 136439.722344237, "share_within_group": 87.63113627691219}, {"VisitorType": "Returning_Visitor", "BounceRates": "0", "total_measure": 256696.57736217, "share_within_group": 30.724936788499512}, {"VisitorType": "New_Visitor", "BounceRates": "0.005263158", "total_measure": 2576.333333, "share_within_group": 1.6547015306089885}, {"VisitorType": "Returning_Visitor", "BounceRates": "0.008333333", "total_measure": 6148.73007918, "share_within_group": 0.7359636227085613}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..05e4de0ee521b245032bfe75ca81c6fad321cfd4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_5af32932037e40e0 +-- problem_id: v2p_m6_e0199a09d6faaaf7 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", "BounceRates", + SUM(CAST("Administrative_Duration" AS REAL)) AS total_measure, + SUM(CAST("Administrative_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("Administrative_Duration" AS REAL))) OVER (PARTITION BY "VisitorType") AS share_within_group +FROM "m6" +GROUP BY "VisitorType", "BounceRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf2403d233962b64b7a068a25108bfce27f847cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"VisitorType\", \"BounceRates\",\n SUM(CAST(\"Administrative_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"Administrative_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Administrative_Duration\" AS REAL))) OVER (PARTITION BY \"VisitorType\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"VisitorType\", \"BounceRates\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"VisitorType\\\", \\\"BounceRates\\\",\\n SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Administrative_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"VisitorType\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\", \\\"BounceRates\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"VisitorType\", \"BounceRates\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"VisitorType\": \"Other\", \"BounceRates\": \"0\", \"total_measure\": 5294.62500003, \"share_within_group\": 99.35261417212385}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0\", \"total_measure\": 136439.722344237, \"share_within_group\": 87.63113627691219}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0\", \"total_measure\": 256696.57736217, \"share_within_group\": 30.724936788499512}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.005263158\", \"total_measure\": 2576.333333, \"share_within_group\": 1.6547015306089885}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.008333333\", \"total_measure\": 6148.73007918, \"share_within_group\": 0.7359636227085613}, {\"VisitorType\": \"Other\", \"BounceRates\": \"0.008695652\", \"total_measure\": 34.5, \"share_within_group\": 0.647385827876167}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.007692308\", \"total_measure\": 5352.81666663, \"share_within_group\": 0.640697883129902}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.006666667\", \"total_measure\": 5070.324658163, \"share_within_group\": 0.6068853983956042}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.018181818\", \"total_measure\": 4747.08333333, \"share_within_group\": 0.5681954813932732}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.008\", \"total_measure\": 4683.32499993, \"share_within_group\": 0.5605640171034663}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.011764706\", \"total_measure\": 4579.46309521, \"share_within_group\": 0.5481324120931945}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.010526316\", \"total_measure\": 847.1, \"share_within_group\": 0.544066890966579}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.0125\", \"total_measure\": 4474.46666663, \"share_within_group\": 0.5355650118407668}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.006060606\", \"total_measure\": 4452.294444133, \"share_within_group\": 0.5329111387674234}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.004347826\", \"total_measure\": 4434.739579, \"share_within_group\": 0.5308099338075261}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.00952381\", \"total_measure\": 824.6333334, \"share_within_group\": 0.5296372256998517}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.016666667\", \"total_measure\": 4241.71361787, \"share_within_group\": 0.5077059621254609}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.013333333\", \"total_measure\": 4218.43361124, \"share_within_group\": 0.5049194943840799}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.004545455\", \"total_measure\": 3897.19357143, \"share_within_group\": 0.4664691183856039}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.025\", \"total_measure\": 3842.98690483, \"share_within_group\": 0.4599809274563948}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.004761905\", \"total_measure\": 3823.38833327, \"share_within_group\": 0.4576351039221905}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.002564103\", \"total_measure\": 712.0, \"share_within_group\": 0.45729621811852705}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.015384615\", \"total_measure\": 3817.67974633, \"share_within_group\": 0.45695182261518763}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.011111111\", \"total_measure\": 3792.79404766, \"share_within_group\": 0.45397316381719904}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.02\", \"total_measure\": 3715.4630953299998, \"share_within_group\": 0.4447171439413225}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.022222222\", \"total_measure\": 691.7666667, \"share_within_group\": 0.444300955761755}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.018181818\", \"total_measure\": 674.25, \"share_within_group\": 0.4330505267786754}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.008695652\", \"total_measure\": 3542.91712608, \"share_within_group\": 0.4240644961623969}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.004166667\", \"total_measure\": 3494.05476153, \"share_within_group\": 0.4182159839712226}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.002325581\", \"total_measure\": 3469.7894443, \"share_within_group\": 0.41531158085955683}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.007142857\", \"total_measure\": 3468.9876912, \"share_within_group\": 0.41521561614677954}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.007407407\", \"total_measure\": 3429.30098073, \"share_within_group\": 0.41046537100107255}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.005555556\", \"total_measure\": 3418.975000063, \"share_within_group\": 0.4092294172282055}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.000764406\", \"total_measure\": 3398.75, \"share_within_group\": 0.406808614212954}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.00952381\", \"total_measure\": 3385.54999997, \"share_within_group\": 0.4052286587234901}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.04\", \"total_measure\": 629.15, \"share_within_group\": 0.40408415116470686}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.05\", \"total_measure\": 3373.13, \"share_within_group\": 0.40374206424719133}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.01\", \"total_measure\": 3361.9797619, \"share_within_group\": 0.40240745213697277}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.013333333\", \"total_measure\": 597.3, \"share_within_group\": 0.38362785264353394}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.003472222\", \"total_measure\": 576.6208333, \"share_within_group\": 0.3703462448826455}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.022222222\", \"total_measure\": 3042.40833337, \"share_within_group\": 0.36415679822528657}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.010526316\", \"total_measure\": 3024.79999997, \"share_within_group\": 0.3620491934561645}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.015384615\", \"total_measure\": 558.75000003, \"share_within_group\": 0.35886834534753637}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.007407407\", \"total_measure\": 554.75, \"share_within_group\": 0.3562992654511979}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.033333333\", \"total_measure\": 2966.50416663, \"share_within_group\": 0.3550715554494165}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.005263158\", \"total_measure\": 2932.47803034, \"share_within_group\": 0.3509988447907461}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.005882353\", \"total_measure\": 2929.12951287, \"share_within_group\": 0.35059804868875605}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.014285714\", \"total_measure\": 539.58333337, \"share_within_group\": 0.3465581709408559}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.0125\", \"total_measure\": 529.0, \"share_within_group\": 0.33976081374255734}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.006451613\", \"total_measure\": 514.50000003, \"share_within_group\": 0.33044789920744533}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 27.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..73de6afdfb549a394c35db700b3b83545a87e885 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:38:27.227106+00:00", + "ended_at": "2026-05-04T08:38:43.226833+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_5af32932037e40e0", + "problem_id": "v2p_m6_e0199a09d6faaaf7", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=VisitorType, measure_col=Administrative_Duration.", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Administrative_Duration", + "item_col": "BounceRates", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 56.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_5af32932037e40e0.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5af32932037e40e0", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 21888, + "output_tokens": 324, + "total_tokens": 23315, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 161, + "estimated_total_tokens": 3061, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15942.32, + "sql_execution_elapsed_ms_total": 27.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_5af32932037e40e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ff33f759acfa5ddd5b23afa3123ad9304e5e1df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5af32932037e40e0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:38:43.191699+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15942.32, "started_at": "2026-05-04T08:38:27.231164+00:00", "ended_at": "2026-05-04T08:38:43.173211+00:00", "prompt_metrics": {"chars": 10849, "bytes_utf8": 10849, "lines": 314, "estimated_tokens": 2900}, "response_metrics": {"chars": 664, "bytes_utf8": 664, "lines": 1, "estimated_tokens": 161}, "usage": {"input_tokens": 22991, "cached_input_tokens": 21888, "output_tokens": 324}, "stderr_preview": "2026-05-04T08:38:27.409755Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:38:29.920205Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=Region, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Region", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfd76bb5cbc50ed6d9260565677c2e3fb5cc0a36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-132b-7762-8014-d3a1dd89d0c8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Region\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Region\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the required Two-Axis Target Rate Surface template with group_col=\\\"SpecialDay\\\", group_col_2=\\\"Region\\\", and target_col=\\\"VisitorType\\\", computing the within-group proportion for target value 'Other'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22971,"cached_input_tokens":21888,"output_tokens":186}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53c8e15609007d11d82152a53a7899850281e850 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Region\",\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Region\"\nORDER BY target_rate DESC;","notes":"Used the required Two-Axis Target Rate Surface template with group_col=\"SpecialDay\", group_col_2=\"Region\", and target_col=\"VisitorType\", computing the within-group proportion for target value 'Other'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1bd78f19d0040bc0ce3e6b283dbdc7b189de656 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:41.643843Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:43.950892Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:52.521601Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e7066b3be879429afdb4f63f48a6c5f3fea69d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=Region, target_col=VisitorType. +Result preview: [{"SpecialDay": "0", "Region": "9", "target_rate": 0.11410788381742738}, {"SpecialDay": "0", "Region": "2", "target_rate": 0.004935834155972359}, {"SpecialDay": "0", "Region": "4", "target_rate": 0.004690431519699813}, {"SpecialDay": "0", "Region": "3", "target_rate": 0.0037313432835820895}, {"SpecialDay": "0", "Region": "7", "target_rate": 0.0029154518950437317}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d094a5ced6a7e70aeeadba5dbb60fd3ec11d17e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_5b1f0f2b6310e203 +-- problem_id: v2p_m6_7f7aac27bb2092ba +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Region", + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "Region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23ac9c9b3843e78219631f85c559393909e7c32b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Region\",\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Region\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Region\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Region\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"SpecialDay\", \"Region\", \"target_rate\"], \"rows\": [{\"SpecialDay\": \"0\", \"Region\": \"9\", \"target_rate\": 0.11410788381742738}, {\"SpecialDay\": \"0\", \"Region\": \"2\", \"target_rate\": 0.004935834155972359}, {\"SpecialDay\": \"0\", \"Region\": \"4\", \"target_rate\": 0.004690431519699813}, {\"SpecialDay\": \"0\", \"Region\": \"3\", \"target_rate\": 0.0037313432835820895}, {\"SpecialDay\": \"0\", \"Region\": \"7\", \"target_rate\": 0.0029154518950437317}, {\"SpecialDay\": \"0\", \"Region\": \"8\", \"target_rate\": 0.002551020408163265}, {\"SpecialDay\": \"0\", \"Region\": \"1\", \"target_rate\": 0.0018665422305179655}, {\"SpecialDay\": \"0\", \"Region\": \"6\", \"target_rate\": 0.001379310344827586}, {\"SpecialDay\": \"0\", \"Region\": \"5\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"1\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"2\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"3\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"4\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"5\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"6\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"7\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"8\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Region\": \"9\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"1\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"2\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"3\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"4\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"5\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"6\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"7\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"8\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Region\": \"9\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"1\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"2\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"3\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"4\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"5\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"6\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"7\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"8\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Region\": \"9\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"1\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"2\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"3\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"4\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"5\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"6\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"7\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"8\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Region\": \"9\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"Region\": \"1\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"Region\": \"2\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"Region\": \"3\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"Region\": \"4\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"Region\": \"5\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2bf197db0ee6274660473b726dc341a5d1f17f63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:34:41.413337+00:00", + "ended_at": "2026-05-04T08:34:53.534623+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_5b1f0f2b6310e203", + "problem_id": "v2p_m6_7f7aac27bb2092ba", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=Region, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Region", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_5b1f0f2b6310e203.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5b1f0f2b6310e203", + "api_calls": 0, + "input_tokens": 22971, + "cached_input_tokens": 21888, + "output_tokens": 186, + "total_tokens": 23157, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2880, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12076.74, + "sql_execution_elapsed_ms_total": 14.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_5b1f0f2b6310e203\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ca944994de207e6dae73b9d2518f8c322a7dd9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5b1f0f2b6310e203/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:34:53.512910+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12076.74, "started_at": "2026-05-04T08:34:41.417295+00:00", "ended_at": "2026-05-04T08:34:53.494498+00:00", "prompt_metrics": {"chars": 10709, "bytes_utf8": 10709, "lines": 315, "estimated_tokens": 2880}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22971, "cached_input_tokens": 21888, "output_tokens": 186}, "stderr_preview": "2026-05-04T08:34:41.643843Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:43.950892Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Month, measure_col=ProductRelated, condition_col=VisitorType.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Month", + "measure_col": "ProductRelated", + "condition_col": "VisitorType", + "condition_value": "New_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e01faa812e9aec0392ab915f19a7d4d196b0f8ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22b-b06c-77b3-aa28-1b8a24582d13"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"ProductRelated\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" = 'New_Visitor'\\n AND \\\"ProductRelated\\\" IS NOT NULL\\n AND TRIM(\\\"ProductRelated\\\") <> ''\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"Month\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Month\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"Month\\\",\\n \\\"cnt\\\",\\n (1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS \\\"pos\\\",\\n CAST((1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (0.9 * (\\\"cnt\\\" - 1))) = CAST((1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS INTEGER)\\n THEN CAST((1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS INTEGER)\\n ELSE CAST((1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"Month\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"positions\\\" p\\n JOIN \\\"ordered\\\" o\\n ON o.\\\"Month\\\" = p.\\\"Month\\\"\\n GROUP BY p.\\\"Month\\\", p.\\\"pos\\\", p.\\\"lower_rn\\\", p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"Month\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + ((\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\"))\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used the planned template roles with group_col=\\\"Month\\\", measure_col=\\\"ProductRelated\\\", and condition_col=\\\"VisitorType\\\" filtered to 'New_Visitor'. SQLite does not support PERCENTILE_CONT, so the query emulates the 0.9 continuous percentile via window functions and linear interpolation after casting the TEXT measure to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22988,"cached_input_tokens":21888,"output_tokens":1173}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cef7b0b25e6274e3d657659950c489001bdedb63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Month\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure_value\"\n FROM \"m6\"\n WHERE \"VisitorType\" = 'New_Visitor'\n AND \"ProductRelated\" IS NOT NULL\n AND TRIM(\"ProductRelated\") <> ''\n),\n\"ordered\" AS (\n SELECT\n \"Month\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"Month\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Month\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"Month\",\n \"cnt\",\n (1.0 + (0.9 * (\"cnt\" - 1))) AS \"pos\",\n CAST((1.0 + (0.9 * (\"cnt\" - 1))) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (0.9 * (\"cnt\" - 1))) = CAST((1.0 + (0.9 * (\"cnt\" - 1))) AS INTEGER)\n THEN CAST((1.0 + (0.9 * (\"cnt\" - 1))) AS INTEGER)\n ELSE CAST((1.0 + (0.9 * (\"cnt\" - 1))) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"picked\" AS (\n SELECT\n p.\"Month\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"measure_value\" END) AS \"lower_val\",\n MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"measure_value\" END) AS \"upper_val\"\n FROM \"positions\" p\n JOIN \"ordered\" o\n ON o.\"Month\" = p.\"Month\"\n GROUP BY p.\"Month\", p.\"pos\", p.\"lower_rn\", p.\"upper_rn\"\n)\nSELECT\n \"Month\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + ((\"pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\"))\n END AS \"conditional_percentile\"\nFROM \"picked\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Used the planned template roles with group_col=\"Month\", measure_col=\"ProductRelated\", and condition_col=\"VisitorType\" filtered to 'New_Visitor'. SQLite does not support PERCENTILE_CONT, so the query emulates the 0.9 continuous percentile via window functions and linear interpolation after casting the TEXT measure to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e99d389d5daa37ca60bef0b311a6447881a4b50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:47:22.813354Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:47:25.243108Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:47:52.949676Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d6ba8bf28252e10f51537c6c7ac53272f76a9e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Month, measure_col=ProductRelated, condition_col=VisitorType. +Result preview: [{"Month": "June", "conditional_percentile": 45.50000000000001}, {"Month": "Aug", "conditional_percentile": 43.900000000000006}, {"Month": "Nov", "conditional_percentile": 42.19999999999999}, {"Month": "Mar", "conditional_percentile": 38.900000000000006}, {"Month": "May", "conditional_percentile": 35.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd70a084f5c5eab5e16c9f16538e4af89c57a966 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/generated_sql.sql @@ -0,0 +1,64 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_5cf1eae64033577b +-- problem_id: v2p_m6_a9212cec4a5dd3de +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Month", + CAST("ProductRelated" AS REAL) AS "measure_value" + FROM "m6" + WHERE "VisitorType" = 'New_Visitor' + AND "ProductRelated" IS NOT NULL + AND TRIM("ProductRelated") <> '' +), +"ordered" AS ( + SELECT + "Month", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "Month" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "Month") AS "cnt" + FROM "filtered" +), +"positions" AS ( + SELECT DISTINCT + "Month", + "cnt", + (1.0 + (0.9 * ("cnt" - 1))) AS "pos", + CAST((1.0 + (0.9 * ("cnt" - 1))) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + (0.9 * ("cnt" - 1))) = CAST((1.0 + (0.9 * ("cnt" - 1))) AS INTEGER) + THEN CAST((1.0 + (0.9 * ("cnt" - 1))) AS INTEGER) + ELSE CAST((1.0 + (0.9 * ("cnt" - 1))) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ordered" +), +"picked" AS ( + SELECT + p."Month", + p."pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure_value" END) AS "lower_val", + MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure_value" END) AS "upper_val" + FROM "positions" p + JOIN "ordered" o + ON o."Month" = p."Month" + GROUP BY p."Month", p."pos", p."lower_rn", p."upper_rn" +) +SELECT + "Month", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_val" + ELSE "lower_val" + (("pos" - "lower_rn") * ("upper_val" - "lower_val")) + END AS "conditional_percentile" +FROM "picked" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81fb4124a4572753c0583a0d71ce5201c94543bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Month\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure_value\"\n FROM \"m6\"\n WHERE \"VisitorType\" = 'New_Visitor'\n AND \"ProductRelated\" IS NOT NULL\n AND TRIM(\"ProductRelated\") <> ''\n),\n\"ordered\" AS (\n SELECT\n \"Month\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"Month\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Month\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"Month\",\n \"cnt\",\n (1.0 + (0.9 * (\"cnt\" - 1))) AS \"pos\",\n CAST((1.0 + (0.9 * (\"cnt\" - 1))) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (0.9 * (\"cnt\" - 1))) = CAST((1.0 + (0.9 * (\"cnt\" - 1))) AS INTEGER)\n THEN CAST((1.0 + (0.9 * (\"cnt\" - 1))) AS INTEGER)\n ELSE CAST((1.0 + (0.9 * (\"cnt\" - 1))) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"picked\" AS (\n SELECT\n p.\"Month\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"measure_value\" END) AS \"lower_val\",\n MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"measure_value\" END) AS \"upper_val\"\n FROM \"positions\" p\n JOIN \"ordered\" o\n ON o.\"Month\" = p.\"Month\"\n GROUP BY p.\"Month\", p.\"pos\", p.\"lower_rn\", p.\"upper_rn\"\n)\nSELECT\n \"Month\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + ((\"pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\"))\n END AS \"conditional_percentile\"\nFROM \"picked\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"ProductRelated\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" = 'New_Visitor'\\n AND \\\"ProductRelated\\\" IS NOT NULL\\n AND TRIM(\\\"ProductRelated\\\") <> ''\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"Month\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Month\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"Month\\\",\\n \\\"cnt\\\",\\n (1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS \\\"pos\\\",\\n CAST((1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (0.9 * (\\\"cnt\\\" - 1))) = CAST((1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS INTEGER)\\n THEN CAST((1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS INTEGER)\\n ELSE CAST((1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"Month\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"positions\\\" p\\n JOIN \\\"ordered\\\" o\\n ON o.\\\"Month\\\" = p.\\\"Month\\\"\\n GROUP BY p.\\\"Month\\\", p.\\\"pos\\\", p.\\\"lower_rn\\\", p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"Month\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + ((\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\"))\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Month\", \"conditional_percentile\"], \"rows\": [{\"Month\": \"June\", \"conditional_percentile\": 45.50000000000001}, {\"Month\": \"Aug\", \"conditional_percentile\": 43.900000000000006}, {\"Month\": \"Nov\", \"conditional_percentile\": 42.19999999999999}, {\"Month\": \"Mar\", \"conditional_percentile\": 38.900000000000006}, {\"Month\": \"May\", \"conditional_percentile\": 35.0}, {\"Month\": \"Oct\", \"conditional_percentile\": 35.0}, {\"Month\": \"Dec\", \"conditional_percentile\": 34.60000000000002}, {\"Month\": \"Sep\", \"conditional_percentile\": 32.3}, {\"Month\": \"Jul\", \"conditional_percentile\": 30.200000000000017}, {\"Month\": \"Feb\", \"conditional_percentile\": 13.0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a5480ab4e0dbeea53e59c569af443d8a1ceb32a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:47:22.581073+00:00", + "ended_at": "2026-05-04T08:47:53.842487+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_5cf1eae64033577b", + "problem_id": "v2p_m6_a9212cec4a5dd3de", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Month, measure_col=ProductRelated, condition_col=VisitorType.", + "bindings": { + "group_col": "Month", + "measure_col": "ProductRelated", + "condition_col": "VisitorType", + "condition_value": "New_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_5cf1eae64033577b.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5cf1eae64033577b", + "api_calls": 0, + "input_tokens": 22988, + "cached_input_tokens": 21888, + "output_tokens": 1173, + "total_tokens": 24161, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2897, + "estimated_output_tokens": 651, + "estimated_total_tokens": 3548, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31213.9, + "sql_execution_elapsed_ms_total": 14.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_5cf1eae64033577b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f234db8ddaf1d119432ae058e1bc4fa3886020b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:47:53.819733+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 31213.9, "started_at": "2026-05-04T08:47:22.586898+00:00", "ended_at": "2026-05-04T08:47:53.800356+00:00", "prompt_metrics": {"chars": 10947, "bytes_utf8": 10947, "lines": 317, "estimated_tokens": 2897}, "response_metrics": {"chars": 2048, "bytes_utf8": 2048, "lines": 1, "estimated_tokens": 651}, "usage": {"input_tokens": 22988, "cached_input_tokens": 21888, "output_tokens": 1173}, "stderr_preview": "2026-05-04T08:47:22.813354Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:47:25.243108Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"Month\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Month\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"Month\\\",\\n \\\"cnt\\\",\\n (1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS \\\"pos\\\",\\n CAST((1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (0.9 * (\\\"cnt\\\" - 1))) = CAST((1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS INTEGER)\\n THEN CAST((1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS INTEGER)\\n ELSE CAST((1.0 + (0.9 * (\\\"cnt\\\" - 1))) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..be8deb3af9c9fdf2188dc2d585ac0b512ffb7b17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5cf1eae64033577b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5cf1eae64033577b", + "api_calls": 0, + "input_tokens": 22988, + "cached_input_tokens": 21888, + "output_tokens": 1173, + "total_tokens": 24161, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2897, + "estimated_output_tokens": 651, + "estimated_total_tokens": 3548, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31213.9, + "sql_execution_elapsed_ms_total": 14.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_5cf1eae64033577b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d72ad08a2bfa0471c3f6781e94b7a5bd9bb824b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10417, "bytes_utf8": 10417, "lines": 312, "estimated_tokens": 2777}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22868, "cached_input_tokens": 22400, "output_tokens": 128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bb08ea9977f021bda4f5cfe45ed6d0c3a2d64874 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5db8e4b81b66b49a", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 22400, + "output_tokens": 128, + "total_tokens": 22996, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2875, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10986.58, + "sql_execution_elapsed_ms_total": 9.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_5db8e4b81b66b49a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e6c4aa9896e53e6e67146836a5048f8c7d4fb286 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:17:25.913440+00:00", + "ended_at": "2026-05-04T08:17:36.899957+00:00", + "elapsed_ms": 10986.58, + "prompt_metrics": { + "chars": 10417, + "bytes_utf8": 10417, + "lines": 312, + "estimated_tokens": 2777 + }, + "stdout_metrics": { + "chars": 746, + "bytes_utf8": 746, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13241 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 418, + "bytes_utf8": 418, + "lines": 1, + "estimated_tokens": 98 + }, + "usage": { + "input_tokens": 22868, + "cached_input_tokens": 22400, + "output_tokens": 128 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5f49ded5909e725467f9423847cee582aa72fbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Revenue, measure_col=ProductRelated.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Revenue", + "measure_col": "ProductRelated", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49d80e9ab00136cd5faaf33753d9d3aca4a88b92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-4625-7ba2-b870-6371c12ccbc6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Revenue\\\", AVG(CAST(\\\"ProductRelated\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"Revenue\\\" and measure_col bound to \\\"ProductRelated\\\". CAST to REAL was added because the schema snapshot shows \\\"ProductRelated\\\" stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":22400,"output_tokens":128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..250d25fd23ef0e71c8d8ad3afce3e8470e942bf5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Revenue\", AVG(CAST(\"ProductRelated\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Revenue\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"Revenue\" and measure_col bound to \"ProductRelated\". CAST to REAL was added because the schema snapshot shows \"ProductRelated\" stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..203b8724af05a3c414c0a7ad6a8a42677abd2698 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:26.101780Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:28.842910Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:36.009123Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..20c23b9e6b5088356dd5f1c07d0b8fab9f93e81b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Revenue, measure_col=ProductRelated. +Result preview: [{"Revenue": "TRUE", "avg_measure": 48.2101677148847}, {"Revenue": "FALSE", "avg_measure": 28.71464210324314}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8ee03e1843a38bfc6ebd6f7c2f01d38377c3832 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_5db8e4b81b66b49a +-- problem_id: v2p_m6_57d6bbb6ed8b6219 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", AVG(CAST("ProductRelated" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Revenue" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..988bde16cad96f7b163fdde428dc2637667eb21b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Revenue\", AVG(CAST(\"ProductRelated\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Revenue\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Revenue\\\", AVG(CAST(\\\"ProductRelated\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Revenue\", \"avg_measure\"], \"rows\": [{\"Revenue\": \"TRUE\", \"avg_measure\": 48.2101677148847}, {\"Revenue\": \"FALSE\", \"avg_measure\": 28.71464210324314}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b02125a85c421273b34af83609c085239714fe84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:17:25.907437+00:00", + "ended_at": "2026-05-04T08:17:36.937268+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_5db8e4b81b66b49a", + "problem_id": "v2p_m6_57d6bbb6ed8b6219", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Revenue, measure_col=ProductRelated.", + "bindings": { + "group_col": "Revenue", + "measure_col": "ProductRelated", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_5db8e4b81b66b49a.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5db8e4b81b66b49a", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 22400, + "output_tokens": 128, + "total_tokens": 22996, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2875, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10986.58, + "sql_execution_elapsed_ms_total": 9.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_5db8e4b81b66b49a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3b9c2c7aede85354eca6bd6cb52c59e5254cdb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5db8e4b81b66b49a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:36.919121+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10986.58, "started_at": "2026-05-04T08:17:25.913440+00:00", "ended_at": "2026-05-04T08:17:36.899957+00:00", "prompt_metrics": {"chars": 10417, "bytes_utf8": 10417, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22868, "cached_input_tokens": 22400, "output_tokens": 128}, "stderr_preview": "2026-05-04T08:17:26.101780Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:28.842910Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Region, measure_col=ProductRelated.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Region", + "measure_col": "ProductRelated", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..292766e6e48495f0f68e1ae73840fcfd6d3f442d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-f753-7633-a9f7-0320afb6feaa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n CAST(\\\"ProductRelated\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\"\\n ORDER BY CAST(\\\"ProductRelated\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Region\\\") AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Region\\\" IS NOT NULL\\n AND \\\"ProductRelated\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CASE\\n WHEN CAST(\\\"cnt\\\" * 0.9 + 0.999999999 AS INTEGER) < 1 THEN 1\\n ELSE CAST(\\\"cnt\\\" * 0.9 + 0.999999999 AS INTEGER)\\n END\\n)\\nSELECT\\n \\\"Region\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile approximation on CAST(\\\"ProductRelated\\\" AS REAL), grouped by \\\"Region\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22906,"cached_input_tokens":22400,"output_tokens":546}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8a00c8eb4b25cae0dc099096ff992c761511b8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Region\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\"\n ORDER BY CAST(\"ProductRelated\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Region\") AS \"cnt\"\n FROM \"m6\"\n WHERE \"Region\" IS NOT NULL\n AND \"ProductRelated\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"Region\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CASE\n WHEN CAST(\"cnt\" * 0.9 + 0.999999999 AS INTEGER) < 1 THEN 1\n ELSE CAST(\"cnt\" * 0.9 + 0.999999999 AS INTEGER)\n END\n)\nSELECT\n \"Region\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile approximation on CAST(\"ProductRelated\" AS REAL), grouped by \"Region\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..044e7c7d662e3c484af663e3ba15d8d6bbd4172d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:19.729411Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:22.121054Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:36.934255Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae08ac30fabaa3048bc3748a9732b76931815880 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Region, measure_col=ProductRelated. +Result preview: [{"Region": "1", "percentile_measure": 81.0}, {"Region": "3", "percentile_measure": 75.0}, {"Region": "5", "percentile_measure": 73.0}, {"Region": "2", "percentile_measure": 71.0}, {"Region": "7", "percentile_measure": 71.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f4de22dd7099db9febc55649f2e919723e6cb411 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_5f2549bc929c295c +-- problem_id: v2p_m6_7e8d69d54a9cd354 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Region", + CAST("ProductRelated" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Region" + ORDER BY CAST("ProductRelated" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "Region") AS "cnt" + FROM "m6" + WHERE "Region" IS NOT NULL + AND "ProductRelated" IS NOT NULL +), +"picked" AS ( + SELECT + "Region", + "measure_value" + FROM "ranked" + WHERE "rn" = CASE + WHEN CAST("cnt" * 0.9 + 0.999999999 AS INTEGER) < 1 THEN 1 + ELSE CAST("cnt" * 0.9 + 0.999999999 AS INTEGER) + END +) +SELECT + "Region", + "measure_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8abc442bdee99178a7580ed63a1478bb4e05ebe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Region\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\"\n ORDER BY CAST(\"ProductRelated\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Region\") AS \"cnt\"\n FROM \"m6\"\n WHERE \"Region\" IS NOT NULL\n AND \"ProductRelated\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"Region\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CASE\n WHEN CAST(\"cnt\" * 0.9 + 0.999999999 AS INTEGER) < 1 THEN 1\n ELSE CAST(\"cnt\" * 0.9 + 0.999999999 AS INTEGER)\n END\n)\nSELECT\n \"Region\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n CAST(\\\"ProductRelated\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\"\\n ORDER BY CAST(\\\"ProductRelated\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Region\\\") AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Region\\\" IS NOT NULL\\n AND \\\"ProductRelated\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CASE\\n WHEN CAST(\\\"cnt\\\" * 0.9 + 0.999999999 AS INTEGER) < 1 THEN 1\\n ELSE CAST(\\\"cnt\\\" * 0.9 + 0.999999999 AS INTEGER)\\n END\\n)\\nSELECT\\n \\\"Region\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Region\", \"percentile_measure\"], \"rows\": [{\"Region\": \"1\", \"percentile_measure\": 81.0}, {\"Region\": \"3\", \"percentile_measure\": 75.0}, {\"Region\": \"5\", \"percentile_measure\": 73.0}, {\"Region\": \"2\", \"percentile_measure\": 71.0}, {\"Region\": \"7\", \"percentile_measure\": 71.0}, {\"Region\": \"4\", \"percentile_measure\": 68.0}, {\"Region\": \"8\", \"percentile_measure\": 65.0}, {\"Region\": \"9\", \"percentile_measure\": 65.0}, {\"Region\": \"6\", \"percentile_measure\": 64.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 45.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b2c3b7fa1303ed26a58f8a3b4a303e20ca9ce4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:55:19.439462+00:00", + "ended_at": "2026-05-04T08:55:37.904324+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_5f2549bc929c295c", + "problem_id": "v2p_m6_7e8d69d54a9cd354", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Region, measure_col=ProductRelated.", + "bindings": { + "group_col": "Region", + "measure_col": "ProductRelated", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=116" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_5f2549bc929c295c.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5f2549bc929c295c", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 22400, + "output_tokens": 546, + "total_tokens": 23452, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 288, + "estimated_total_tokens": 3103, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18387.01, + "sql_execution_elapsed_ms_total": 45.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_5f2549bc929c295c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..851cb838a6ec464186f3c7b4c619e1fdc1bdfcfb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f2549bc929c295c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:55:37.849882+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18387.01, "started_at": "2026-05-04T08:55:19.443536+00:00", "ended_at": "2026-05-04T08:55:37.830819+00:00", "prompt_metrics": {"chars": 10585, "bytes_utf8": 10585, "lines": 312, "estimated_tokens": 2815}, "response_metrics": {"chars": 976, "bytes_utf8": 976, "lines": 1, "estimated_tokens": 288}, "usage": {"input_tokens": 22906, "cached_input_tokens": 22400, "output_tokens": 546}, "stderr_preview": "2026-05-04T08:55:19.729411Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:22.121054Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Administrative, group_col_2=Month, measure_col=Administrative_Duration.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "Administrative", + "group_col_2": "Month", + "measure_col": "Administrative_Duration", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be5ca5fb842901af9a1f5419678e7556223a02d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-09aa-7890-a2d0-a3ef68e00ff3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"Month\\\",\\n CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND \\\"Month\\\" IS NOT NULL\\n AND \\\"Administrative_Duration\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"Month\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\", \\\"Month\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\", \\\"Month\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"median_calc\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"Month\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Administrative\\\", \\\"Month\\\"\\n),\\n\\\"stddev_calc\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"Month\\\",\\n COUNT(*) AS \\\"group_size\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN sqrt(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\"))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"Administrative\\\", \\\"Month\\\"\\n)\\nSELECT\\n m.\\\"Administrative\\\",\\n m.\\\"Month\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_calc\\\" AS m\\nJOIN \\\"stddev_calc\\\" AS s\\n ON m.\\\"Administrative\\\" = s.\\\"Administrative\\\"\\n AND m.\\\"Month\\\" = s.\\\"Month\\\"\\nWHERE s.\\\"group_size\\\" >= 5\\nORDER BY m.\\\"median_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite functions PERCENTILE_CONT and STDDEV with a window-function median calculation and a standard-deviation approximation using sqrt(avg(x*x) - avg(x)^2). Cast \\\"Administrative_Duration\\\" from TEXT to REAL and applied a minimum group size filter of 5 for stability.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22993,"cached_input_tokens":19840,"output_tokens":766}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c4e418e2903239dddd40198fddc35a8c0e2dd78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"base\" AS (\n SELECT\n \"Administrative\",\n \"Month\",\n CAST(\"Administrative_Duration\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND \"Month\" IS NOT NULL\n AND \"Administrative_Duration\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Administrative\",\n \"Month\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\", \"Month\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\", \"Month\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"median_calc\" AS (\n SELECT\n \"Administrative\",\n \"Month\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Administrative\", \"Month\"\n),\n\"stddev_calc\" AS (\n SELECT\n \"Administrative\",\n \"Month\",\n COUNT(*) AS \"group_size\",\n CASE\n WHEN COUNT(*) > 1 THEN sqrt(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\"))\n ELSE 0.0\n END AS \"measure_stddev\"\n FROM \"base\"\n GROUP BY \"Administrative\", \"Month\"\n)\nSELECT\n m.\"Administrative\",\n m.\"Month\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_calc\" AS m\nJOIN \"stddev_calc\" AS s\n ON m.\"Administrative\" = s.\"Administrative\"\n AND m.\"Month\" = s.\"Month\"\nWHERE s.\"group_size\" >= 5\nORDER BY m.\"median_measure\" DESC;","notes":"Replaced unsupported SQLite functions PERCENTILE_CONT and STDDEV with a window-function median calculation and a standard-deviation approximation using sqrt(avg(x*x) - avg(x)^2). Cast \"Administrative_Duration\" from TEXT to REAL and applied a minimum group size filter of 5 for stability."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a254f7d500cdcb96b6b7c8da48beee1fd3b9b5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:06.019202Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:08.349820Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:27.354115Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2407af3191f1eeed3ead410d305c3bf1bc739e1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Administrative, group_col_2=Month, measure_col=Administrative_Duration. +Result preview: [{"Administrative": "14", "Month": "Sep", "median_measure": 484.4615789, "measure_stddev": 102.21054395488979}, {"Administrative": "11", "Month": "Oct", "median_measure": 420.3166667, "measure_stddev": 340.56565749142135}, {"Administrative": "18", "Month": "Nov", "median_measure": 387.6184524, "measure_stddev": 373.4895717729333}, {"Administrative": "14", "Month": "May", "median_measure": 375.2785714, "measure_stddev": 352.9858015154096}, {"Administrative": "15", "Month": "May", "median_measure": 365.1111111, "measure_stddev": 435.7282367436082}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6f538a10e31de93b2daf70107e15ed7ac86b180 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/generated_sql.sql @@ -0,0 +1,69 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_5f4c5663ea038e35 +-- problem_id: v2p_m6_ea9d9ec950db8f14 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "Administrative", + "Month", + CAST("Administrative_Duration" AS REAL) AS "measure" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND "Month" IS NOT NULL + AND "Administrative_Duration" IS NOT NULL +), +"ranked" AS ( + SELECT + "Administrative", + "Month", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative", "Month" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative", "Month" + ) AS "cnt" + FROM "base" +), +"median_calc" AS ( + SELECT + "Administrative", + "Month", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Administrative", "Month" +), +"stddev_calc" AS ( + SELECT + "Administrative", + "Month", + COUNT(*) AS "group_size", + CASE + WHEN COUNT(*) > 1 THEN sqrt(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) + ELSE 0.0 + END AS "measure_stddev" + FROM "base" + GROUP BY "Administrative", "Month" +) +SELECT + m."Administrative", + m."Month", + m."median_measure", + s."measure_stddev" +FROM "median_calc" AS m +JOIN "stddev_calc" AS s + ON m."Administrative" = s."Administrative" + AND m."Month" = s."Month" +WHERE s."group_size" >= 5 +ORDER BY m."median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..352f96461d0f7b406336248705c5b406da3d279b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"base\" AS (\n SELECT\n \"Administrative\",\n \"Month\",\n CAST(\"Administrative_Duration\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND \"Month\" IS NOT NULL\n AND \"Administrative_Duration\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Administrative\",\n \"Month\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\", \"Month\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\", \"Month\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"median_calc\" AS (\n SELECT\n \"Administrative\",\n \"Month\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Administrative\", \"Month\"\n),\n\"stddev_calc\" AS (\n SELECT\n \"Administrative\",\n \"Month\",\n COUNT(*) AS \"group_size\",\n CASE\n WHEN COUNT(*) > 1 THEN sqrt(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\"))\n ELSE 0.0\n END AS \"measure_stddev\"\n FROM \"base\"\n GROUP BY \"Administrative\", \"Month\"\n)\nSELECT\n m.\"Administrative\",\n m.\"Month\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_calc\" AS m\nJOIN \"stddev_calc\" AS s\n ON m.\"Administrative\" = s.\"Administrative\"\n AND m.\"Month\" = s.\"Month\"\nWHERE s.\"group_size\" >= 5\nORDER BY m.\"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"Month\\\",\\n CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND \\\"Month\\\" IS NOT NULL\\n AND \\\"Administrative_Duration\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"Month\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\", \\\"Month\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\", \\\"Month\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"median_calc\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"Month\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Administrative\\\", \\\"Month\\\"\\n),\\n\\\"stddev_calc\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"Month\\\",\\n COUNT(*) AS \\\"group_size\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN sqrt(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\"))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"Administrative\\\", \\\"Month\\\"\\n)\\nSELECT\\n m.\\\"Administrative\\\",\\n m.\\\"Month\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_calc\\\" AS m\\nJOIN \\\"stddev_calc\\\" AS s\\n ON m.\\\"Administrative\\\" = s.\\\"Administrative\\\"\\n AND m.\\\"Month\\\" = s.\\\"Month\\\"\\nWHERE s.\\\"group_size\\\" >= 5\\nORDER BY m.\\\"median_measure\\\" DESC;\", \"columns\": [\"Administrative\", \"Month\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"Administrative\": \"14\", \"Month\": \"Sep\", \"median_measure\": 484.4615789, \"measure_stddev\": 102.21054395488979}, {\"Administrative\": \"11\", \"Month\": \"Oct\", \"median_measure\": 420.3166667, \"measure_stddev\": 340.56565749142135}, {\"Administrative\": \"18\", \"Month\": \"Nov\", \"median_measure\": 387.6184524, \"measure_stddev\": 373.4895717729333}, {\"Administrative\": \"14\", \"Month\": \"May\", \"median_measure\": 375.2785714, \"measure_stddev\": 352.9858015154096}, {\"Administrative\": \"15\", \"Month\": \"May\", \"median_measure\": 365.1111111, \"measure_stddev\": 435.7282367436082}, {\"Administrative\": \"13\", \"Month\": \"Mar\", \"median_measure\": 345.42083335, \"measure_stddev\": 338.73551101373346}, {\"Administrative\": \"11\", \"Month\": \"May\", \"median_measure\": 334.75, \"measure_stddev\": 329.5572565875322}, {\"Administrative\": \"14\", \"Month\": \"Nov\", \"median_measure\": 333.53660715, \"measure_stddev\": 501.4261085192266}, {\"Administrative\": \"12\", \"Month\": \"May\", \"median_measure\": 323.925, \"measure_stddev\": 169.88494610785142}, {\"Administrative\": \"11\", \"Month\": \"Dec\", \"median_measure\": 318.41145835, \"measure_stddev\": 316.811005647482}, {\"Administrative\": \"13\", \"Month\": \"May\", \"median_measure\": 313.0909091, \"measure_stddev\": 126.90411424517792}, {\"Administrative\": \"13\", \"Month\": \"Dec\", \"median_measure\": 311.8300935, \"measure_stddev\": 310.7165416849146}, {\"Administrative\": \"15\", \"Month\": \"Nov\", \"median_measure\": 309.6333333, \"measure_stddev\": 172.01161417597223}, {\"Administrative\": \"16\", \"Month\": \"Nov\", \"median_measure\": 305.0, \"measure_stddev\": 100.33952746184119}, {\"Administrative\": \"10\", \"Month\": \"Mar\", \"median_measure\": 304.95935380000003, \"measure_stddev\": 401.4078491485275}, {\"Administrative\": \"12\", \"Month\": \"Mar\", \"median_measure\": 298.21049785, \"measure_stddev\": 263.43542530621136}, {\"Administrative\": \"14\", \"Month\": \"Oct\", \"median_measure\": 295.2, \"measure_stddev\": 133.9215441502764}, {\"Administrative\": \"13\", \"Month\": \"Nov\", \"median_measure\": 294.7535714, \"measure_stddev\": 207.4596299855637}, {\"Administrative\": \"12\", \"Month\": \"Dec\", \"median_measure\": 284.25416665, \"measure_stddev\": 169.11091250087375}, {\"Administrative\": \"8\", \"Month\": \"Aug\", \"median_measure\": 284.14, \"measure_stddev\": 276.43344621896944}, {\"Administrative\": \"11\", \"Month\": \"Mar\", \"median_measure\": 281.6309524, \"measure_stddev\": 611.5335944950505}, {\"Administrative\": \"9\", \"Month\": \"Aug\", \"median_measure\": 275.8, \"measure_stddev\": 168.96219081431332}, {\"Administrative\": \"11\", \"Month\": \"Sep\", \"median_measure\": 274.26833335000003, \"measure_stddev\": 83.78317724990995}, {\"Administrative\": \"10\", \"Month\": \"Nov\", \"median_measure\": 260.875, \"measure_stddev\": 283.29892896376396}, {\"Administrative\": \"10\", \"Month\": \"May\", \"median_measure\": 259.1666667, \"measure_stddev\": 308.6413789245083}, {\"Administrative\": \"11\", \"Month\": \"Aug\", \"median_measure\": 252.76666665, \"measure_stddev\": 162.552383171453}, {\"Administrative\": \"9\", \"Month\": \"Oct\", \"median_measure\": 252.7338095, \"measure_stddev\": 239.9980442571187}, {\"Administrative\": \"10\", \"Month\": \"Oct\", \"median_measure\": 246.625, \"measure_stddev\": 163.2466660195355}, {\"Administrative\": \"13\", \"Month\": \"Oct\", \"median_measure\": 245.4, \"measure_stddev\": 222.61793098974644}, {\"Administrative\": \"11\", \"Month\": \"Nov\", \"median_measure\": 244.5128205, \"measure_stddev\": 247.61812056091054}, {\"Administrative\": \"12\", \"Month\": \"Nov\", \"median_measure\": 244.25, \"measure_stddev\": 372.811463717806}, {\"Administrative\": \"14\", \"Month\": \"Dec\", \"median_measure\": 243.1666667, \"measure_stddev\": 124.60866576132348}, {\"Administrative\": \"12\", \"Month\": \"Sep\", \"median_measure\": 232.3404762, \"measure_stddev\": 307.4377849797488}, {\"Administrative\": \"10\", \"Month\": \"Aug\", \"median_measure\": 230.69285715, \"measure_stddev\": 476.20080104928496}, {\"Administrative\": \"12\", \"Month\": \"Oct\", \"median_measure\": 221.7279167, \"measure_stddev\": 65.4220683152108}, {\"Administrative\": \"10\", \"Month\": \"Dec\", \"median_measure\": 218.4027778, \"measure_stddev\": 71.12557740014873}, {\"Administrative\": \"9\", \"Month\": \"May\", \"median_measure\": 216.75, \"measure_stddev\": 173.83575575667723}, {\"Administrative\": \"8\", \"Month\": \"Nov\", \"median_measure\": 212.625, \"measure_stddev\": 340.841893461485}, {\"Administrative\": \"10\", \"Month\": \"Sep\", \"median_measure\": 211.87892015, \"measure_stddev\": 357.2876606973514}, {\"Administrative\": \"9\", \"Month\": \"Nov\", \"median_measure\": 211.5, \"measure_stddev\": 210.60576621075353}, {\"Administrative\": \"8\", \"Month\": \"Mar\", \"median_measure\": 195.3166667, \"measure_stddev\": 150.09982975478357}, {\"Administrative\": \"9\", \"Month\": \"Dec\", \"median_measure\": 192.9204545, \"measure_stddev\": 195.88941782014118}, {\"Administrative\": \"8\", \"Month\": \"Sep\", \"median_measure\": 192.4333333, \"measure_stddev\": 96.58983691162973}, {\"Administrative\": \"15\", \"Month\": \"Oct\", \"median_measure\": 186.625, \"measure_stddev\": 95.92783601731342}, {\"Administrative\": \"9\", \"Month\": \"Sep\", \"median_measure\": 185.8, \"measure_stddev\": 94.59013439706777}, {\"Administrative\": \"8\", \"Month\": \"May\", \"median_measure\": 181.1666667, \"measure_stddev\": 177.64020133297151}, {\"Administrative\": \"9\", \"Month\": \"Mar\", \"median_measure\": 171.6666667, \"measure_stddev\": 202.3188946229433}, {\"Administrative\": \"8\", \"Month\": \"Oct\", \"median_measure\": 170.4307756, \"measure_stddev\": 159.2431954663373}, {\"Administrative\": \"8\", \"Month\": \"Dec\", \"median_measure\": 164.5833333, \"measure_stddev\": 180.50554142226383}, {\"Administrative\": \"7\", \"Month\": \"Dec\", \"median_measure\": 161.45416665, \"measure_stddev\": 135.766051842432}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 79.46}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1dc0c445a71b29d479e4ce9c17048184eb1f808a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:28:05.788867+00:00", + "ended_at": "2026-05-04T08:28:28.502968+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_5f4c5663ea038e35", + "problem_id": "v2p_m6_ea9d9ec950db8f14", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Administrative, group_col_2=Month, measure_col=Administrative_Duration.", + "bindings": { + "group_col": "Administrative", + "group_col_2": "Month", + "measure_col": "Administrative_Duration", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/1", + "binding_index=57" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_5f4c5663ea038e35.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5f4c5663ea038e35", + "api_calls": 0, + "input_tokens": 22993, + "cached_input_tokens": 19840, + "output_tokens": 766, + "total_tokens": 23759, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2902, + "estimated_output_tokens": 514, + "estimated_total_tokens": 3416, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22598.91, + "sql_execution_elapsed_ms_total": 79.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_5f4c5663ea038e35\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6f87615dd0e51888b01f61fcc088113b01f232a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5f4c5663ea038e35/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:28.410976+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22598.91, "started_at": "2026-05-04T08:28:05.793362+00:00", "ended_at": "2026-05-04T08:28:28.392244+00:00", "prompt_metrics": {"chars": 10832, "bytes_utf8": 10832, "lines": 314, "estimated_tokens": 2902}, "response_metrics": {"chars": 1823, "bytes_utf8": 1823, "lines": 1, "estimated_tokens": 514}, "usage": {"input_tokens": 22993, "cached_input_tokens": 19840, "output_tokens": 766}, "stderr_preview": "2026-05-04T08:28:06.019202Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:08.349820Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=TrafficType.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "TrafficType", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..530c2b14db744a9a728a0b5027e0bf9a51db2ba8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-9eb1-7622-9973-eedb0d225aa9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"TrafficType\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"TrafficType\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"TrafficType\\\"\\nLIMIT 13;\",\"notes\":\"Uses the provided Pairwise Sparse Slice Count template with group_col bound to \\\"SpecialDay\\\" and group_col_2 bound to \\\"TrafficType\\\" on the single table \\\"m6\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22946,"cached_input_tokens":21888,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44e69ddc1a65807568b28a09e0e6ac8d4ea87ac7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"TrafficType\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"TrafficType\"\nORDER BY support ASC, \"SpecialDay\", \"TrafficType\"\nLIMIT 13;","notes":"Uses the provided Pairwise Sparse Slice Count template with group_col bound to \"SpecialDay\" and group_col_2 bound to \"TrafficType\" on the single table \"m6\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..905eba350cb30335bb27c9b50d7f2da22511227e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:30.258242Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:32.642568Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:40.861810Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5658384a32f3f5149c9efdac8dd41ebe7efc38d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=TrafficType. +Result preview: [{"SpecialDay": "0", "TrafficType": "12", "support": 1}, {"SpecialDay": "0.2", "TrafficType": "15", "support": 1}, {"SpecialDay": "0.4", "TrafficType": "14", "support": 1}, {"SpecialDay": "0.4", "TrafficType": "15", "support": 1}, {"SpecialDay": "0.4", "TrafficType": "7", "support": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fead4f96b4e0ff5032e70851a75fa9972763b14e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_5fc5f95a6a90d300 +-- problem_id: v2p_m6_638c174a6f5dbb20 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "TrafficType", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "TrafficType" +ORDER BY support ASC, "SpecialDay", "TrafficType" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e40545f2f0c90948ff6474c09b7b3f554363be7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"TrafficType\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"TrafficType\"\nORDER BY support ASC, \"SpecialDay\", \"TrafficType\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"TrafficType\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"TrafficType\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"TrafficType\\\"\\nLIMIT 13;\", \"columns\": [\"SpecialDay\", \"TrafficType\", \"support\"], \"rows\": [{\"SpecialDay\": \"0\", \"TrafficType\": \"12\", \"support\": 1}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"15\", \"support\": 1}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"14\", \"support\": 1}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"15\", \"support\": 1}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"7\", \"support\": 1}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"20\", \"support\": 1}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"7\", \"support\": 1}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"14\", \"support\": 1}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"18\", \"support\": 1}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"20\", \"support\": 1}, {\"SpecialDay\": \"1\", \"TrafficType\": \"15\", \"support\": 1}, {\"SpecialDay\": \"1\", \"TrafficType\": \"17\", \"support\": 1}, {\"SpecialDay\": \"1\", \"TrafficType\": \"19\", \"support\": 1}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c9d3cc2cfcd40a68f6ec3eb6cc4cc3274d467390 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:01:29.987404+00:00", + "ended_at": "2026-05-04T09:01:42.030468+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_5fc5f95a6a90d300", + "problem_id": "v2p_m6_638c174a6f5dbb20", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=TrafficType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "TrafficType", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=133" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_5fc5f95a6a90d300.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5fc5f95a6a90d300", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 23075, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2970, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11998.65, + "sql_execution_elapsed_ms_total": 13.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_5fc5f95a6a90d300\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12ce584414073447b6a18de52c6d72878933b080 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:42.008610+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11998.65, "started_at": "2026-05-04T09:01:29.990760+00:00", "ended_at": "2026-05-04T09:01:41.989576+00:00", "prompt_metrics": {"chars": 10577, "bytes_utf8": 10577, "lines": 312, "estimated_tokens": 2857}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22946, "cached_input_tokens": 21888, "output_tokens": 129}, "stderr_preview": "2026-05-04T09:01:30.258242Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:32.642568Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Browser, measure_col=BounceRates, condition_col=Revenue.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Browser", + "measure_col": "BounceRates", + "condition_col": "Revenue", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.010256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d5a4dae0bbd87cb97ce7d2ee3fc61466e8812c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22c-ca11-7ac3-9360-087e1d354e1a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"__filtered\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n CAST(\\\"BounceRates\\\" AS REAL) AS \\\"__measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" = 'TRUE'\\n AND \\\"Browser\\\" IS NOT NULL\\n AND \\\"BounceRates\\\" IS NOT NULL\\n),\\n\\\"__ranked\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n \\\"__measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Browser\\\"\\n ORDER BY \\\"__measure\\\"\\n ) AS \\\"__rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Browser\\\"\\n ) AS \\\"__cnt\\\"\\n FROM \\\"__filtered\\\"\\n)\\nSELECT\\n \\\"Browser\\\",\\n \\\"__measure\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"__ranked\\\"\\nWHERE \\\"__rn\\\" = CAST(((9 * \\\"__cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile per Browser over rows where Revenue='TRUE', casting BounceRates from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22981,"cached_input_tokens":21888,"output_tokens":761}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5aed7afacead503f74b46bb7f8ee86dd21c4ec8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"__filtered\" AS (\n SELECT\n \"Browser\",\n CAST(\"BounceRates\" AS REAL) AS \"__measure\"\n FROM \"m6\"\n WHERE \"Revenue\" = 'TRUE'\n AND \"Browser\" IS NOT NULL\n AND \"BounceRates\" IS NOT NULL\n),\n\"__ranked\" AS (\n SELECT\n \"Browser\",\n \"__measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Browser\"\n ORDER BY \"__measure\"\n ) AS \"__rn\",\n COUNT(*) OVER (\n PARTITION BY \"Browser\"\n ) AS \"__cnt\"\n FROM \"__filtered\"\n)\nSELECT\n \"Browser\",\n \"__measure\" AS \"conditional_percentile\"\nFROM \"__ranked\"\nWHERE \"__rn\" = CAST(((9 * \"__cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile per Browser over rows where Revenue='TRUE', casting BounceRates from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3548d88d9b8279e6927ab22cfc41c1211efb1645 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:48:34.915638Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:48:37.273159Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:48:59.887189Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dc73731f3ed9a49e5c61615d3618aa0c4a784e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Browser, measure_col=BounceRates, condition_col=Revenue. +Result preview: [{"Browser": "12", "conditional_percentile": 0.1}, {"Browser": "8", "conditional_percentile": 0.028571429}, {"Browser": "7", "conditional_percentile": 0.017647059}, {"Browser": "1", "conditional_percentile": 0.016}, {"Browser": "13", "conditional_percentile": 0.014814815}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c24530b7eb53c327e1c952b21f8ab67fe4419d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_6250b3a069449aa4 +-- problem_id: v2p_m6_7f88fab29f119a26 +-- realization_mode: agent +-- source_kind: agent +WITH "__filtered" AS ( + SELECT + "Browser", + CAST("BounceRates" AS REAL) AS "__measure" + FROM "m6" + WHERE "Revenue" = 'TRUE' + AND "Browser" IS NOT NULL + AND "BounceRates" IS NOT NULL +), +"__ranked" AS ( + SELECT + "Browser", + "__measure", + ROW_NUMBER() OVER ( + PARTITION BY "Browser" + ORDER BY "__measure" + ) AS "__rn", + COUNT(*) OVER ( + PARTITION BY "Browser" + ) AS "__cnt" + FROM "__filtered" +) +SELECT + "Browser", + "__measure" AS "conditional_percentile" +FROM "__ranked" +WHERE "__rn" = CAST(((9 * "__cnt") + 9) / 10 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a95145cbf90c602540bc951d4a82db0391f294d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"__filtered\" AS (\n SELECT\n \"Browser\",\n CAST(\"BounceRates\" AS REAL) AS \"__measure\"\n FROM \"m6\"\n WHERE \"Revenue\" = 'TRUE'\n AND \"Browser\" IS NOT NULL\n AND \"BounceRates\" IS NOT NULL\n),\n\"__ranked\" AS (\n SELECT\n \"Browser\",\n \"__measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Browser\"\n ORDER BY \"__measure\"\n ) AS \"__rn\",\n COUNT(*) OVER (\n PARTITION BY \"Browser\"\n ) AS \"__cnt\"\n FROM \"__filtered\"\n)\nSELECT\n \"Browser\",\n \"__measure\" AS \"conditional_percentile\"\nFROM \"__ranked\"\nWHERE \"__rn\" = CAST(((9 * \"__cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"__filtered\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n CAST(\\\"BounceRates\\\" AS REAL) AS \\\"__measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" = 'TRUE'\\n AND \\\"Browser\\\" IS NOT NULL\\n AND \\\"BounceRates\\\" IS NOT NULL\\n),\\n\\\"__ranked\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n \\\"__measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Browser\\\"\\n ORDER BY \\\"__measure\\\"\\n ) AS \\\"__rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Browser\\\"\\n ) AS \\\"__cnt\\\"\\n FROM \\\"__filtered\\\"\\n)\\nSELECT\\n \\\"Browser\\\",\\n \\\"__measure\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"__ranked\\\"\\nWHERE \\\"__rn\\\" = CAST(((9 * \\\"__cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Browser\", \"conditional_percentile\"], \"rows\": [{\"Browser\": \"12\", \"conditional_percentile\": 0.1}, {\"Browser\": \"8\", \"conditional_percentile\": 0.028571429}, {\"Browser\": \"7\", \"conditional_percentile\": 0.017647059}, {\"Browser\": \"1\", \"conditional_percentile\": 0.016}, {\"Browser\": \"13\", \"conditional_percentile\": 0.014814815}, {\"Browser\": \"2\", \"conditional_percentile\": 0.014285714}, {\"Browser\": \"5\", \"conditional_percentile\": 0.013793103}, {\"Browser\": \"6\", \"conditional_percentile\": 0.012903226}, {\"Browser\": \"4\", \"conditional_percentile\": 0.00952381}, {\"Browser\": \"10\", \"conditional_percentile\": 0.009090909}, {\"Browser\": \"3\", \"conditional_percentile\": 0.004166667}, {\"Browser\": \"11\", \"conditional_percentile\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.53}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..772b50c8a286ba7e7325ee03c25714f4259a8f03 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:48:34.669967+00:00", + "ended_at": "2026-05-04T08:49:00.778029+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_6250b3a069449aa4", + "problem_id": "v2p_m6_7f88fab29f119a26", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Browser, measure_col=BounceRates, condition_col=Revenue.", + "bindings": { + "group_col": "Browser", + "measure_col": "BounceRates", + "condition_col": "Revenue", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.010256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_6250b3a069449aa4.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6250b3a069449aa4", + "api_calls": 0, + "input_tokens": 22981, + "cached_input_tokens": 21888, + "output_tokens": 761, + "total_tokens": 23742, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2890, + "estimated_output_tokens": 269, + "estimated_total_tokens": 3159, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26067.86, + "sql_execution_elapsed_ms_total": 11.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_6250b3a069449aa4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35013be4fa0c4646e3424053bacabc82f0e39131 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6250b3a069449aa4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:49:00.759926+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26067.86, "started_at": "2026-05-04T08:48:34.672404+00:00", "ended_at": "2026-05-04T08:49:00.741230+00:00", "prompt_metrics": {"chars": 10915, "bytes_utf8": 10915, "lines": 317, "estimated_tokens": 2890}, "response_metrics": {"chars": 930, "bytes_utf8": 930, "lines": 1, "estimated_tokens": 269}, "usage": {"input_tokens": 22981, "cached_input_tokens": 21888, "output_tokens": 761}, "stderr_preview": "2026-05-04T08:48:34.915638Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:48:37.273159Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Revenue, condition_col=SpecialDay.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Revenue", + "condition_col": "SpecialDay", + "condition_value": "0.6", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5551ea5aeb31fe55a7e9ed52768357a0b4e7969 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-7c73-7101-b37d-18a9cf17bf20"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Revenue\\\",\\n AVG(CASE WHEN \\\"SpecialDay\\\" = '0.6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"Revenue\\\" and condition_col=\\\"SpecialDay\\\". Compared against text literal '0.6' because the schema snapshot stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22934,"cached_input_tokens":19840,"output_tokens":166}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0816f5c4cb6b37ef3a2bee7d656052a95ae650e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Revenue\",\n AVG(CASE WHEN \"SpecialDay\" = '0.6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Revenue\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"Revenue\" and condition_col=\"SpecialDay\". Compared against text literal '0.6' because the schema snapshot stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c285f15f71db2a5b28d022daa2cab755517334b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:46.453926Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:48.774899Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:58.905229Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c8b3616d32520111ca372aeca9b0db814dbb4cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Revenue, condition_col=SpecialDay. +Result preview: [{"Revenue": "FALSE", "condition_rate": 0.030896181155248514}, {"Revenue": "TRUE", "condition_rate": 0.01519916142557652}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b8174f37e1b49a685e471936de0166fa005fff6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_62ed2296e5df13c5 +-- problem_id: v2p_m6_090d1d2d801d624b +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", + AVG(CASE WHEN "SpecialDay" = '0.6' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Revenue" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08be733a31dbe6ca4e39da8fa11cfb056885cec9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Revenue\",\n AVG(CASE WHEN \"SpecialDay\" = '0.6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Revenue\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Revenue\\\",\\n AVG(CASE WHEN \\\"SpecialDay\\\" = '0.6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Revenue\", \"condition_rate\"], \"rows\": [{\"Revenue\": \"FALSE\", \"condition_rate\": 0.030896181155248514}, {\"Revenue\": \"TRUE\", \"condition_rate\": 0.01519916142557652}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.32}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2e06426db488b457ab7df0e48b6d2d995f2fa59a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:30:46.233696+00:00", + "ended_at": "2026-05-04T08:30:59.872344+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_62ed2296e5df13c5", + "problem_id": "v2p_m6_090d1d2d801d624b", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Revenue, condition_col=SpecialDay.", + "bindings": { + "group_col": "Revenue", + "condition_col": "SpecialDay", + "condition_value": "0.6", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_62ed2296e5df13c5.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_62ed2296e5df13c5", + "api_calls": 0, + "input_tokens": 22934, + "cached_input_tokens": 19840, + "output_tokens": 166, + "total_tokens": 23100, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2843, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2951, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13593.7, + "sql_execution_elapsed_ms_total": 10.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_62ed2296e5df13c5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..197c8a8c75ab415b6fb7f6cd69bc9fdd992ec357 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_62ed2296e5df13c5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:59.852273+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13593.7, "started_at": "2026-05-04T08:30:46.238253+00:00", "ended_at": "2026-05-04T08:30:59.829758+00:00", "prompt_metrics": {"chars": 10646, "bytes_utf8": 10646, "lines": 315, "estimated_tokens": 2843}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22934, "cached_input_tokens": 19840, "output_tokens": 166}, "stderr_preview": "2026-05-04T08:30:46.453926Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:48.774899Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=Weekend.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "Weekend", + "predicate_col": "BounceRates", + "predicate_op": ">=", + "predicate_value": 0.016813, + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e11a3c7c4c5c94b1514a254ce826e91cee49e343 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-7b39-7d10-a852-94d4497364d3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Weekend\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"BounceRates\\\" AS REAL) >= 0.016813\\nGROUP BY \\\"Weekend\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"Weekend\\\" and predicate on \\\"BounceRates\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22919,"cached_input_tokens":19840,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d1dcb32690189311ef49f98a64c0789e0455fe8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Weekend\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"BounceRates\" AS REAL) >= 0.016813\nGROUP BY \"Weekend\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"Weekend\" and predicate on \"BounceRates\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e71388d529bd86e2e9a62e3d7e00baa073757b38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T08:13:17.557517Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:19.983751Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..81c96b5435ad769f71f938b8bd149f654a3cb4af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=Weekend. +Result preview: [{"Weekend": "FALSE", "support": 2468}, {"Weekend": "TRUE", "support": 615}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2790ce90ab8fd0427a9a2da1de5213cef8e27ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_636e4eb3e088848f +-- problem_id: v2p_m6_5ee619242d610515 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", COUNT(*) AS support +FROM "m6" +WHERE CAST("BounceRates" AS REAL) >= 0.016813 +GROUP BY "Weekend" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cedbc8ebb6c781593b0219924be2a1ce1ada9ca8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Weekend\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"BounceRates\" AS REAL) >= 0.016813\nGROUP BY \"Weekend\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Weekend\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"BounceRates\\\" AS REAL) >= 0.016813\\nGROUP BY \\\"Weekend\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"Weekend\", \"support\"], \"rows\": [{\"Weekend\": \"FALSE\", \"support\": 2468}, {\"Weekend\": \"TRUE\", \"support\": 615}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.71}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..084773a5be4bdac959bb81d6428ddf65d684c72e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:13:17.370221+00:00", + "ended_at": "2026-05-04T08:13:32.982434+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_636e4eb3e088848f", + "problem_id": "v2p_m6_5ee619242d610515", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=Weekend.", + "bindings": { + "group_col": "Weekend", + "predicate_col": "BounceRates", + "predicate_op": ">=", + "predicate_value": 0.016813, + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=20" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_636e4eb3e088848f.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_636e4eb3e088848f", + "api_calls": 0, + "input_tokens": 22919, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 23042, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2830, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2937, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15575.57, + "sql_execution_elapsed_ms_total": 7.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_636e4eb3e088848f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3497f4f2a992071738d46366b50aac17ebf1fc07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:32.967105+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15575.57, "started_at": "2026-05-04T08:13:17.373908+00:00", "ended_at": "2026-05-04T08:13:32.949495+00:00", "prompt_metrics": {"chars": 10595, "bytes_utf8": 10595, "lines": 314, "estimated_tokens": 2830}, "response_metrics": {"chars": 440, "bytes_utf8": 440, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22919, "cached_input_tokens": 19840, "output_tokens": 123}, "stderr_preview": "2026-05-04T08:13:17.557517Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:19.983751Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.016813\\nGROUP BY \\\"Weekend\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"Weekend\\\" and predicate on \\\"BounceRates\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d1fcc5dd3ddc6a5e64a1532ea3903c2392ce684b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_636e4eb3e088848f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_636e4eb3e088848f", + "api_calls": 0, + "input_tokens": 22919, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 23042, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2830, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2937, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15575.57, + "sql_execution_elapsed_ms_total": 7.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_636e4eb3e088848f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b674866438ecbbd82fa92defef471a3cc0ca5130 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10654, "bytes_utf8": 10654, "lines": 315, "estimated_tokens": 2837}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22928, "cached_input_tokens": 19840, "output_tokens": 122}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a530d755cddfe4887bf3e6db6b50d268441ba76e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_639a7949b8ef9772", + "api_calls": 0, + "input_tokens": 22928, + "cached_input_tokens": 19840, + "output_tokens": 122, + "total_tokens": 23050, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2837, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2936, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10983.54, + "sql_execution_elapsed_ms_total": 9.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_639a7949b8ef9772\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0e64301db68748f012a4c1185de76e100f5610c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:30:09.853346+00:00", + "ended_at": "2026-05-04T08:30:20.836415+00:00", + "elapsed_ms": 10983.54, + "prompt_metrics": { + "chars": 10654, + "bytes_utf8": 10654, + "lines": 315, + "estimated_tokens": 2837 + }, + "stdout_metrics": { + "chars": 735, + "bytes_utf8": 735, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13164 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 410, + "bytes_utf8": 410, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22928, + "cached_input_tokens": 19840, + "output_tokens": 122 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fff04ecf8da6d97dd7b0d9e70dccb5a0bfbcd22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Weekend, condition_col=Revenue.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Weekend", + "condition_col": "Revenue", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c16767e6e4fb3992bd7b48d4cc72aeeefa60254 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-ee43-7ec0-94ab-6ac8b767cab2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"Revenue\\\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col=\\\"Weekend\\\" and condition_col=\\\"Revenue\\\", measuring the within-group proportion of rows where Revenue = 'FALSE'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22928,"cached_input_tokens":19840,"output_tokens":122}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85d1d0f99b8f2120b9f31b3b0ab40efad7bc4c5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Weekend\",\n AVG(CASE WHEN \"Revenue\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY condition_rate DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col=\"Weekend\" and condition_col=\"Revenue\", measuring the within-group proportion of rows where Revenue = 'FALSE'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6aea03f9d929b771e0abd9264818a5f6375145e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:10.054990Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:12.429722Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:20.015982Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecfb1d5a3dd1631e5b4b7428e4f34fdc1800bd59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Weekend, condition_col=Revenue. +Result preview: [{"Weekend": "FALSE", "condition_rate": 0.8510885647854576}, {"Weekend": "TRUE", "condition_rate": 0.8260111576011158}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4509a28b12d15080b6138972ad55908f8c5b214f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_639a7949b8ef9772 +-- problem_id: v2p_m6_3aef1d241c591143 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", + AVG(CASE WHEN "Revenue" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Weekend" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0baea518400d702602c385b4de37011df5bb54f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Weekend\",\n AVG(CASE WHEN \"Revenue\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"Revenue\\\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Weekend\", \"condition_rate\"], \"rows\": [{\"Weekend\": \"FALSE\", \"condition_rate\": 0.8510885647854576}, {\"Weekend\": \"TRUE\", \"condition_rate\": 0.8260111576011158}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff545d2560d1c5da8d15fffd85f7046483f07c34 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:30:09.849502+00:00", + "ended_at": "2026-05-04T08:30:20.868885+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_639a7949b8ef9772", + "problem_id": "v2p_m6_3aef1d241c591143", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Weekend, condition_col=Revenue.", + "bindings": { + "group_col": "Weekend", + "condition_col": "Revenue", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_639a7949b8ef9772.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_639a7949b8ef9772", + "api_calls": 0, + "input_tokens": 22928, + "cached_input_tokens": 19840, + "output_tokens": 122, + "total_tokens": 23050, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2837, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2936, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10983.54, + "sql_execution_elapsed_ms_total": 9.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_639a7949b8ef9772\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a842cc168a7b696a5815cdf22053c2b6572adc90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_639a7949b8ef9772/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:20.854670+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10983.54, "started_at": "2026-05-04T08:30:09.853346+00:00", "ended_at": "2026-05-04T08:30:20.836415+00:00", "prompt_metrics": {"chars": 10654, "bytes_utf8": 10654, "lines": 315, "estimated_tokens": 2837}, "response_metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22928, "cached_input_tokens": 19840, "output_tokens": 122}, "stderr_preview": "2026-05-04T08:30:10.054990Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:12.429722Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=VisitorType, measure_col=Region, condition_col=OperatingSystems.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Region", + "condition_col": "OperatingSystems", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa4db327547e7ab3c0db0f76970ab73b576c595a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df227-c06e-7493-be05-b40672ff3d68"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"VisitorType\\\"\\n FROM \\\"m6\\\"\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"region_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ORDER BY CAST(\\\"Region\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" = '2'\\n AND \\\"Region\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"groups\\\".\\\"VisitorType\\\",\\n MAX(\\n CASE\\n WHEN \\\"ranked\\\".\\\"rn\\\" = CAST((0.95 * \\\"ranked\\\".\\\"cnt\\\") + 0.999999 AS INT)\\n THEN \\\"ranked\\\".\\\"region_value\\\"\\n END\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"ranked\\\"\\n ON \\\"groups\\\".\\\"VisitorType\\\" = \\\"ranked\\\".\\\"VisitorType\\\"\\nGROUP BY \\\"groups\\\".\\\"VisitorType\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation within each \\\"VisitorType\\\" group for rows where \\\"OperatingSystems\\\" = '2'. \\\"Region\\\" is cast from TEXT to REAL to preserve numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22981,"cached_input_tokens":21888,"output_tokens":621}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a83e61301eee45e000f8a5df4ea40393d98e1b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"VisitorType\"\n FROM \"m6\"\n),\n\"ranked\" AS (\n SELECT\n \"VisitorType\",\n CAST(\"Region\" AS REAL) AS \"region_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"VisitorType\"\n ORDER BY CAST(\"Region\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"VisitorType\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" = '2'\n AND \"Region\" IS NOT NULL\n)\nSELECT\n \"groups\".\"VisitorType\",\n MAX(\n CASE\n WHEN \"ranked\".\"rn\" = CAST((0.95 * \"ranked\".\"cnt\") + 0.999999 AS INT)\n THEN \"ranked\".\"region_value\"\n END\n ) AS \"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"ranked\"\n ON \"groups\".\"VisitorType\" = \"ranked\".\"VisitorType\"\nGROUP BY \"groups\".\"VisitorType\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation within each \"VisitorType\" group for rows where \"OperatingSystems\" = '2'. \"Region\" is cast from TEXT to REAL to preserve numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48d05e2ed2c9fc0cb588c580e7482a9d5edbfa37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:43:04.801800Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:43:07.310481Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:43:23.529385Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a10eb55a2f74925fcff949094a756c1d283cbd2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=VisitorType, measure_col=Region, condition_col=OperatingSystems. +Result preview: [{"VisitorType": "Other", "conditional_percentile": 9.0}, {"VisitorType": "New_Visitor", "conditional_percentile": 9.0}, {"VisitorType": "Returning_Visitor", "conditional_percentile": 8.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a17f5998d03e555128a3af5cbc33abc6f0e9d37c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_64e93369dae0efb0 +-- problem_id: v2p_m6_3a6dbc648526ebaf +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "VisitorType" + FROM "m6" +), +"ranked" AS ( + SELECT + "VisitorType", + CAST("Region" AS REAL) AS "region_value", + ROW_NUMBER() OVER ( + PARTITION BY "VisitorType" + ORDER BY CAST("Region" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "VisitorType" + ) AS "cnt" + FROM "m6" + WHERE "OperatingSystems" = '2' + AND "Region" IS NOT NULL +) +SELECT + "groups"."VisitorType", + MAX( + CASE + WHEN "ranked"."rn" = CAST((0.95 * "ranked"."cnt") + 0.999999 AS INT) + THEN "ranked"."region_value" + END + ) AS "conditional_percentile" +FROM "groups" +LEFT JOIN "ranked" + ON "groups"."VisitorType" = "ranked"."VisitorType" +GROUP BY "groups"."VisitorType" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..214ab4197724b0b9e4dca4da1c09efb1707903fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"VisitorType\"\n FROM \"m6\"\n),\n\"ranked\" AS (\n SELECT\n \"VisitorType\",\n CAST(\"Region\" AS REAL) AS \"region_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"VisitorType\"\n ORDER BY CAST(\"Region\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"VisitorType\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" = '2'\n AND \"Region\" IS NOT NULL\n)\nSELECT\n \"groups\".\"VisitorType\",\n MAX(\n CASE\n WHEN \"ranked\".\"rn\" = CAST((0.95 * \"ranked\".\"cnt\") + 0.999999 AS INT)\n THEN \"ranked\".\"region_value\"\n END\n ) AS \"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"ranked\"\n ON \"groups\".\"VisitorType\" = \"ranked\".\"VisitorType\"\nGROUP BY \"groups\".\"VisitorType\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"VisitorType\\\"\\n FROM \\\"m6\\\"\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"region_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ORDER BY CAST(\\\"Region\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" = '2'\\n AND \\\"Region\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"groups\\\".\\\"VisitorType\\\",\\n MAX(\\n CASE\\n WHEN \\\"ranked\\\".\\\"rn\\\" = CAST((0.95 * \\\"ranked\\\".\\\"cnt\\\") + 0.999999 AS INT)\\n THEN \\\"ranked\\\".\\\"region_value\\\"\\n END\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"ranked\\\"\\n ON \\\"groups\\\".\\\"VisitorType\\\" = \\\"ranked\\\".\\\"VisitorType\\\"\\nGROUP BY \\\"groups\\\".\\\"VisitorType\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"VisitorType\", \"conditional_percentile\"], \"rows\": [{\"VisitorType\": \"Other\", \"conditional_percentile\": 9.0}, {\"VisitorType\": \"New_Visitor\", \"conditional_percentile\": 9.0}, {\"VisitorType\": \"Returning_Visitor\", \"conditional_percentile\": 8.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 41.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..40384fbc2477a01ad24ef913500ca2fc5bb86582 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:43:04.463458+00:00", + "ended_at": "2026-05-04T08:43:24.311080+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_64e93369dae0efb0", + "problem_id": "v2p_m6_3a6dbc648526ebaf", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=VisitorType, measure_col=Region, condition_col=OperatingSystems.", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Region", + "condition_col": "OperatingSystems", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_64e93369dae0efb0.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_64e93369dae0efb0", + "api_calls": 0, + "input_tokens": 22981, + "cached_input_tokens": 21888, + "output_tokens": 621, + "total_tokens": 23602, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2890, + "estimated_output_tokens": 335, + "estimated_total_tokens": 3225, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19775.07, + "sql_execution_elapsed_ms_total": 41.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_64e93369dae0efb0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6157e87b5a9740777ddafdb1b251b6529351b8cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_64e93369dae0efb0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:43:24.258454+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19775.07, "started_at": "2026-05-04T08:43:04.467694+00:00", "ended_at": "2026-05-04T08:43:24.242747+00:00", "prompt_metrics": {"chars": 10914, "bytes_utf8": 10914, "lines": 317, "estimated_tokens": 2890}, "response_metrics": {"chars": 1173, "bytes_utf8": 1173, "lines": 1, "estimated_tokens": 335}, "usage": {"input_tokens": 22981, "cached_input_tokens": 21888, "output_tokens": 621}, "stderr_preview": "2026-05-04T08:43:04.801800Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:43:07.310481Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Region, condition_col=OperatingSystems.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Region", + "condition_col": "OperatingSystems", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..464e7bd1d221d584367d3b89f12b668aa1453903 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-c5cd-7663-9b88-f56349185c78"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Region\\\",\\n AVG(CASE WHEN \\\"OperatingSystems\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"Region\\\" and condition_col=\\\"OperatingSystems\\\", using condition_value='2' to measure the share of rows in each region where OperatingSystems equals 2.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22931,"cached_input_tokens":19840,"output_tokens":173}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdadd83c2aa220bb88e52f0aa3312b6bdf4f7dcc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Region\",\n AVG(CASE WHEN \"OperatingSystems\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"Region\" and condition_col=\"OperatingSystems\", using condition_value='2' to measure the share of rows in each region where OperatingSystems equals 2."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ac9d270d24d09e0d6a4517d15eceb98e32267b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:54.201186Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:56.686054Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:05.989872Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6b47d8f603331d2d0c93f971bcd8b00bd8082f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Region, condition_col=OperatingSystems. +Result preview: [{"Region": "7", "condition_rate": 0.695137976346912}, {"Region": "5", "condition_rate": 0.660377358490566}, {"Region": "9", "condition_rate": 0.5831702544031311}, {"Region": "2", "condition_rate": 0.5686619718309859}, {"Region": "6", "condition_rate": 0.529192546583851}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f8f30796312da5fd7af3236e761abefb9721eca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_65187ccbb330def3 +-- problem_id: v2p_m6_56638b832ed23de3 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", + AVG(CASE WHEN "OperatingSystems" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e03f2db7e19620b2c598928a0d55ac4c9b6a084e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Region\",\n AVG(CASE WHEN \"OperatingSystems\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Region\\\",\\n AVG(CASE WHEN \\\"OperatingSystems\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Region\", \"condition_rate\"], \"rows\": [{\"Region\": \"7\", \"condition_rate\": 0.695137976346912}, {\"Region\": \"5\", \"condition_rate\": 0.660377358490566}, {\"Region\": \"9\", \"condition_rate\": 0.5831702544031311}, {\"Region\": \"2\", \"condition_rate\": 0.5686619718309859}, {\"Region\": \"6\", \"condition_rate\": 0.529192546583851}, {\"Region\": \"1\", \"condition_rate\": 0.5251046025104602}, {\"Region\": \"3\", \"condition_rate\": 0.5068664169787765}, {\"Region\": \"4\", \"condition_rate\": 0.4983079526226734}, {\"Region\": \"8\", \"condition_rate\": 0.4032258064516129}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cdab9a1ddcb4d08aa477e9a1104e20d21239737a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:28:53.945886+00:00", + "ended_at": "2026-05-04T08:29:06.945006+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_65187ccbb330def3", + "problem_id": "v2p_m6_56638b832ed23de3", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Region, condition_col=OperatingSystems.", + "bindings": { + "group_col": "Region", + "condition_col": "OperatingSystems", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_65187ccbb330def3.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_65187ccbb330def3", + "api_calls": 0, + "input_tokens": 22931, + "cached_input_tokens": 19840, + "output_tokens": 173, + "total_tokens": 23104, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2840, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2949, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12956.09, + "sql_execution_elapsed_ms_total": 8.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_65187ccbb330def3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca665a39227715a34c8e164bc0667a086f02a0a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_65187ccbb330def3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:06.929092+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12956.09, "started_at": "2026-05-04T08:28:53.950253+00:00", "ended_at": "2026-05-04T08:29:06.906444+00:00", "prompt_metrics": {"chars": 10653, "bytes_utf8": 10653, "lines": 315, "estimated_tokens": 2840}, "response_metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22931, "cached_input_tokens": 19840, "output_tokens": 173}, "stderr_preview": "2026-05-04T08:28:54.201186Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:56.686054Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=Month.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "Month", + "predicate_col": "Administrative", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b01d583aa15f7d99dab25e526ae47e217948545 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-304e-7fc0-81a2-9e2e89e2cb47"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Month\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative\\\" AS REAL) >= 4.0\\nGROUP BY \\\"Month\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required Filtered Top-k Group Count template with fixed binding group_col=\\\"Month\\\" and predicate on \\\"Administrative\\\". Cast \\\"Administrative\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22916,"cached_input_tokens":21888,"output_tokens":119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a992f60c1e8ada2a782fe1a93f5ae3ebb748470 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Month\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Administrative\" AS REAL) >= 4.0\nGROUP BY \"Month\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the required Filtered Top-k Group Count template with fixed binding group_col=\"Month\" and predicate on \"Administrative\". Cast \"Administrative\" to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04f72afcd204c0c154bf13a80723165508dcc604 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:47.293936Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:49.672308Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:01.759361Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..202fa02d2ce12aadf9ac0a6e88e667f38bf26175 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=Month. +Result preview: [{"Month": "Nov", "support": 879}, {"Month": "May", "support": 746}, {"Month": "Dec", "support": 426}, {"Month": "Mar", "support": 397}, {"Month": "Oct", "support": 222}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cc39ee088011fc26585c7e9492f263fbbb8bda6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_68b1f45995058369 +-- problem_id: v2p_m6_cb1647eea316f2d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", COUNT(*) AS support +FROM "m6" +WHERE CAST("Administrative" AS REAL) >= 4.0 +GROUP BY "Month" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84457705167a1b36c2cf16c6486c80a2522639a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Month\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Administrative\" AS REAL) >= 4.0\nGROUP BY \"Month\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Month\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative\\\" AS REAL) >= 4.0\\nGROUP BY \\\"Month\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"Month\", \"support\"], \"rows\": [{\"Month\": \"Nov\", \"support\": 879}, {\"Month\": \"May\", \"support\": 746}, {\"Month\": \"Dec\", \"support\": 426}, {\"Month\": \"Mar\", \"support\": 397}, {\"Month\": \"Oct\", \"support\": 222}, {\"Month\": \"Sep\", \"support\": 163}, {\"Month\": \"Aug\", \"support\": 152}, {\"Month\": \"Jul\", \"support\": 114}, {\"Month\": \"June\", \"support\": 69}, {\"Month\": \"Feb\", \"support\": 11}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b48a2a1a1351a6fb93a8750308f4ca0ca9e4e986 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:10:47.122365+00:00", + "ended_at": "2026-05-04T08:11:02.548516+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_68b1f45995058369", + "problem_id": "v2p_m6_cb1647eea316f2d6", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=Month.", + "bindings": { + "group_col": "Month", + "predicate_col": "Administrative", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_68b1f45995058369.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_68b1f45995058369", + "api_calls": 0, + "input_tokens": 22916, + "cached_input_tokens": 21888, + "output_tokens": 119, + "total_tokens": 23035, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2827, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2930, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15387.01, + "sql_execution_elapsed_ms_total": 5.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_68b1f45995058369\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a27856d996c6f6653ac10ce7b08f750b603d06e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:02.535348+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15387.01, "started_at": "2026-05-04T08:10:47.125947+00:00", "ended_at": "2026-05-04T08:11:02.512873+00:00", "prompt_metrics": {"chars": 10584, "bytes_utf8": 10584, "lines": 314, "estimated_tokens": 2827}, "response_metrics": {"chars": 433, "bytes_utf8": 433, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22916, "cached_input_tokens": 21888, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:10:47.293936Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:49.672308Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4.0\\nGROUP BY \\\"Month\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required Filtered Top-k Group Count template with fixed binding group_col=\\\"Month\\\" and predicate on \\\"Administrative\\\". Cast \\\"Administrative\\\" to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ecb1cf404be13ca0e352c87b30b90800e0f1034d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_68b1f45995058369/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_68b1f45995058369", + "api_calls": 0, + "input_tokens": 22916, + "cached_input_tokens": 21888, + "output_tokens": 119, + "total_tokens": 23035, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2827, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2930, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15387.01, + "sql_execution_elapsed_ms_total": 5.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_68b1f45995058369\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..62cca076c21a54754647edf4ca8626a5984f336c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10706, "bytes_utf8": 10706, "lines": 315, "estimated_tokens": 2848}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 474, "bytes_utf8": 474, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22939, "cached_input_tokens": 19840, "output_tokens": 132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4603db4ee975f50dcd1eddf300aa6a828131b6a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6a1ce1a4198c2f33", + "api_calls": 0, + "input_tokens": 22939, + "cached_input_tokens": 19840, + "output_tokens": 132, + "total_tokens": 23071, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2848, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2958, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12424.85, + "sql_execution_elapsed_ms_total": 8.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_6a1ce1a4198c2f33\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c3818667be7310b6ed7b146eac9ca7e079dce52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:29:21.612076+00:00", + "ended_at": "2026-05-04T08:29:34.036755+00:00", + "elapsed_ms": 12424.85, + "prompt_metrics": { + "chars": 10706, + "bytes_utf8": 10706, + "lines": 315, + "estimated_tokens": 2848 + }, + "stdout_metrics": { + "chars": 799, + "bytes_utf8": 799, + "lines": 4, + "estimated_tokens": 212 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13217 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 474, + "bytes_utf8": 474, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 22939, + "cached_input_tokens": 19840, + "output_tokens": 132 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecacefcc4263ab773cf1c61ade8a6461800740a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=TrafficType, condition_col=VisitorType.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "TrafficType", + "condition_col": "VisitorType", + "condition_value": "Returning_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e20bc86233f42e04c28a1188ddbef95304b89d80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-31d0-7af0-b432-f084051e8947"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"TrafficType\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col bound to \\\"TrafficType\\\" and condition_col bound to \\\"VisitorType\\\", measuring the within-group proportion of Returning_Visitor records per traffic type.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22939,"cached_input_tokens":19840,"output_tokens":132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3a265853697a11c9dc37332160d2ed00aa1d60b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"TrafficType\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col bound to \"TrafficType\" and condition_col bound to \"VisitorType\", measuring the within-group proportion of Returning_Visitor records per traffic type."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f72f7c8a9dc0bb4c3764c67fb65c5b645970fcda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:21.805403Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:24.267234Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:33.246963Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1e7b2ca84dcc9552db2097b8674a91ca7cb342a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=TrafficType, condition_col=VisitorType. +Result preview: [{"TrafficType": "17", "condition_rate": 1.0}, {"TrafficType": "12", "condition_rate": 1.0}, {"TrafficType": "13", "condition_rate": 0.9905149051490515}, {"TrafficType": "1", "condition_rate": 0.982048143614851}, {"TrafficType": "15", "condition_rate": 0.9473684210526315}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff91a74e98d1a0e87c59dcc417bbbe6301e8adb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_6a1ce1a4198c2f33 +-- problem_id: v2p_m6_87704ac60da91c78 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "TrafficType" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f0d81a11d1265a87a08df39001331c7a93ee10c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"TrafficType\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"TrafficType\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"TrafficType\", \"condition_rate\"], \"rows\": [{\"TrafficType\": \"17\", \"condition_rate\": 1.0}, {\"TrafficType\": \"12\", \"condition_rate\": 1.0}, {\"TrafficType\": \"13\", \"condition_rate\": 0.9905149051490515}, {\"TrafficType\": \"1\", \"condition_rate\": 0.982048143614851}, {\"TrafficType\": \"15\", \"condition_rate\": 0.9473684210526315}, {\"TrafficType\": \"10\", \"condition_rate\": 0.9444444444444444}, {\"TrafficType\": \"19\", \"condition_rate\": 0.9411764705882353}, {\"TrafficType\": \"3\", \"condition_rate\": 0.9283625730994152}, {\"TrafficType\": \"14\", \"condition_rate\": 0.9230769230769231}, {\"TrafficType\": \"4\", \"condition_rate\": 0.9073900841908326}, {\"TrafficType\": \"6\", \"condition_rate\": 0.9031531531531531}, {\"TrafficType\": \"18\", \"condition_rate\": 0.9}, {\"TrafficType\": \"7\", \"condition_rate\": 0.875}, {\"TrafficType\": \"11\", \"condition_rate\": 0.7894736842105263}, {\"TrafficType\": \"9\", \"condition_rate\": 0.7857142857142857}, {\"TrafficType\": \"2\", \"condition_rate\": 0.7579861998466649}, {\"TrafficType\": \"16\", \"condition_rate\": 0.6666666666666666}, {\"TrafficType\": \"20\", \"condition_rate\": 0.6515151515151515}, {\"TrafficType\": \"8\", \"condition_rate\": 0.4868804664723032}, {\"TrafficType\": \"5\", \"condition_rate\": 0.4230769230769231}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c3554034ed1983d8863dd8ea933fc94e30f405fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:29:21.608469+00:00", + "ended_at": "2026-05-04T08:29:34.069945+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_6a1ce1a4198c2f33", + "problem_id": "v2p_m6_87704ac60da91c78", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=TrafficType, condition_col=VisitorType.", + "bindings": { + "group_col": "TrafficType", + "condition_col": "VisitorType", + "condition_value": "Returning_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_6a1ce1a4198c2f33.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6a1ce1a4198c2f33", + "api_calls": 0, + "input_tokens": 22939, + "cached_input_tokens": 19840, + "output_tokens": 132, + "total_tokens": 23071, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2848, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2958, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12424.85, + "sql_execution_elapsed_ms_total": 8.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_6a1ce1a4198c2f33\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..494bffffafadcf5ec3003c6c953dfb3e055d5f3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6a1ce1a4198c2f33/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:34.053943+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12424.85, "started_at": "2026-05-04T08:29:21.612076+00:00", "ended_at": "2026-05-04T08:29:34.036755+00:00", "prompt_metrics": {"chars": 10706, "bytes_utf8": 10706, "lines": 315, "estimated_tokens": 2848}, "response_metrics": {"chars": 474, "bytes_utf8": 474, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22939, "cached_input_tokens": 19840, "output_tokens": 132}, "stderr_preview": "2026-05-04T08:29:21.805403Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:24.267234Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Revenue, measure_col=Administrative, condition_col=Weekend.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Revenue", + "measure_col": "Administrative", + "condition_col": "Weekend", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cc97f4de784e7e6a7362583b7ded0b6a34141b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df228-b57c-7d00-a3cb-efeb2a27c69b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"Administrative\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" = 'FALSE'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n \\\"Administrative\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ORDER BY \\\"Administrative\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n \\\"Administrative\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"Revenue\\\",\\n \\\"Administrative\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used the planned template roles with SQLite-compatible percentile emulation by selecting the first ordered value at or above the 95th-percentile position within each Revenue group after filtering Weekend = 'FALSE'. Cast \\\"Administrative\\\" from TEXT to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22977,"cached_input_tokens":21888,"output_tokens":442}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8013560adf211fab4b3285d2910175f1f39293b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Revenue\",\n CAST(\"Administrative\" AS REAL) AS \"Administrative\"\n FROM \"m6\"\n WHERE \"Weekend\" = 'FALSE'\n),\n\"ranked\" AS (\n SELECT\n \"Revenue\",\n \"Administrative\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Revenue\"\n ORDER BY \"Administrative\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Revenue\"\n ) AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"Revenue\",\n \"Administrative\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Revenue\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"Revenue\",\n \"Administrative\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"pick_rank\" = 1\nORDER BY \"conditional_percentile\" DESC;","notes":"Used the planned template roles with SQLite-compatible percentile emulation by selecting the first ordered value at or above the 95th-percentile position within each Revenue group after filtering Weekend = 'FALSE'. Cast \"Administrative\" from TEXT to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e2416091cf653004a1b05b4c5487732df4caff9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:44:07.474842Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:44:09.848487Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:44:22.501825Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e56cc6304269ac996869bc14fd0107baf95bb162 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Revenue, measure_col=Administrative, condition_col=Weekend. +Result preview: [{"Revenue": "TRUE", "conditional_percentile": 11.0}, {"Revenue": "FALSE", "conditional_percentile": 9.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea7bd43a4bc40ea058194dbed031d75e2e93123f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/generated_sql.sql @@ -0,0 +1,50 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_6b12eabf67a3b84f +-- problem_id: v2p_m6_a76e6686324c2e62 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Revenue", + CAST("Administrative" AS REAL) AS "Administrative" + FROM "m6" + WHERE "Weekend" = 'FALSE' +), +"ranked" AS ( + SELECT + "Revenue", + "Administrative", + ROW_NUMBER() OVER ( + PARTITION BY "Revenue" + ORDER BY "Administrative" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Revenue" + ) AS "cnt" + FROM "filtered" +), +"picked" AS ( + SELECT + "Revenue", + "Administrative", + ROW_NUMBER() OVER ( + PARTITION BY "Revenue" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "Revenue", + "Administrative" AS "conditional_percentile" +FROM "picked" +WHERE "pick_rank" = 1 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb395efd60d6c091f94214b8c78bb65d7cd8cf7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Revenue\",\n CAST(\"Administrative\" AS REAL) AS \"Administrative\"\n FROM \"m6\"\n WHERE \"Weekend\" = 'FALSE'\n),\n\"ranked\" AS (\n SELECT\n \"Revenue\",\n \"Administrative\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Revenue\"\n ORDER BY \"Administrative\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Revenue\"\n ) AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"Revenue\",\n \"Administrative\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Revenue\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"Revenue\",\n \"Administrative\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"pick_rank\" = 1\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"Administrative\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" = 'FALSE'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n \\\"Administrative\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ORDER BY \\\"Administrative\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n \\\"Administrative\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"Revenue\\\",\\n \\\"Administrative\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Revenue\", \"conditional_percentile\"], \"rows\": [{\"Revenue\": \"TRUE\", \"conditional_percentile\": 11.0}, {\"Revenue\": \"FALSE\", \"conditional_percentile\": 9.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 43.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bb275dfe7f55d8e48440959b900351ff2f97c872 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:44:07.258567+00:00", + "ended_at": "2026-05-04T08:44:23.581389+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_6b12eabf67a3b84f", + "problem_id": "v2p_m6_a76e6686324c2e62", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Revenue, measure_col=Administrative, condition_col=Weekend.", + "bindings": { + "group_col": "Revenue", + "measure_col": "Administrative", + "condition_col": "Weekend", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_6b12eabf67a3b84f.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6b12eabf67a3b84f", + "api_calls": 0, + "input_tokens": 22977, + "cached_input_tokens": 21888, + "output_tokens": 442, + "total_tokens": 23419, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2886, + "estimated_output_tokens": 324, + "estimated_total_tokens": 3210, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16238.08, + "sql_execution_elapsed_ms_total": 43.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_6b12eabf67a3b84f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ad04b4a875374bafefa20c6668fd43c4741a601 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:44:23.528346+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16238.08, "started_at": "2026-05-04T08:44:07.262859+00:00", "ended_at": "2026-05-04T08:44:23.500573+00:00", "prompt_metrics": {"chars": 10915, "bytes_utf8": 10915, "lines": 317, "estimated_tokens": 2886}, "response_metrics": {"chars": 1233, "bytes_utf8": 1233, "lines": 1, "estimated_tokens": 324}, "usage": {"input_tokens": 22977, "cached_input_tokens": 21888, "output_tokens": 442}, "stderr_preview": "2026-05-04T08:44:07.474842Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:44:09.848487Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"Revenue\\\",\\n \\\"Administrative\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used the planned template roles with SQLite-compatible percentile emulation"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2a3088499d2456aaf4d251f4283191750144bae9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6b12eabf67a3b84f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6b12eabf67a3b84f", + "api_calls": 0, + "input_tokens": 22977, + "cached_input_tokens": 21888, + "output_tokens": 442, + "total_tokens": 23419, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2886, + "estimated_output_tokens": 324, + "estimated_total_tokens": 3210, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16238.08, + "sql_execution_elapsed_ms_total": 43.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_6b12eabf67a3b84f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f0015c841a62e5ede6fa54816788837b64204946 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10793, "bytes_utf8": 10793, "lines": 314, "estimated_tokens": 2899}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1284, "bytes_utf8": 1284, "lines": 1, "estimated_tokens": 363}, "usage": {"input_tokens": 22990, "cached_input_tokens": 19840, "output_tokens": 1002}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..798309dd5d3fcb0bffebfeeb7892ac740ff1083a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6fe04b31b24a9a5f", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 19840, + "output_tokens": 1002, + "total_tokens": 23992, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 363, + "estimated_total_tokens": 3262, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26693.61, + "sql_execution_elapsed_ms_total": 78.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_6fe04b31b24a9a5f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ec6f0aa88b9c51ad52a0ea7b33f12ba1c1614568 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:25:21.042713+00:00", + "ended_at": "2026-05-04T08:25:47.740262+00:00", + "elapsed_ms": 26693.61, + "prompt_metrics": { + "chars": 10793, + "bytes_utf8": 10793, + "lines": 314, + "estimated_tokens": 2899 + }, + "stdout_metrics": { + "chars": 1684, + "bytes_utf8": 1684, + "lines": 4, + "estimated_tokens": 519 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13185 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1284, + "bytes_utf8": 1284, + "lines": 1, + "estimated_tokens": 363 + }, + "usage": { + "input_tokens": 22990, + "cached_input_tokens": 19840, + "output_tokens": 1002 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23311efe542cf75b60fbee3f7afe676f3a2d6355 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=VisitorType, group_col_2=Revenue, measure_col=Browser.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "VisitorType", + "group_col_2": "Revenue", + "measure_col": "Browser", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..000e4b2fd2cd69faef505aa0aef79c828f7a5a23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-8617-7d10-9d29-7267bf066c17"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nSELECT\\n \\\"VisitorType\\\",\\n \\\"Revenue\\\",\\n AVG(CASE WHEN rn IN (mid1, mid2) THEN browser_value END) AS median_measure,\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(browser_value * browser_value) - AVG(browser_value) * AVG(browser_value))\\n ELSE 0\\n END AS measure_stddev\\nFROM (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Revenue\\\",\\n CAST(\\\"Browser\\\" AS REAL) AS browser_value,\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Revenue\\\"\\n ORDER BY CAST(\\\"Browser\\\" AS REAL)\\n ) AS rn,\\n COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Revenue\\\"\\n ) AS cnt,\\n (COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Revenue\\\"\\n ) + 1) / 2 AS mid1,\\n (COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Revenue\\\"\\n ) + 2) / 2 AS mid2\\n FROM \\\"m6\\\"\\n WHERE \\\"Browser\\\" IS NOT NULL\\n) AS ranked\\nGROUP BY \\\"VisitorType\\\", \\\"Revenue\\\"\\nORDER BY median_measure DESC;\",\"notes\":\"Used the bound roles from the planned template: group_col=VisitorType, group_col_2=Revenue, measure_col=Browser. Because SQLite does not support PERCENTILE_CONT or STDDEV, the query computes the median via window functions and emulates standard deviation with SQRT(AVG(x*x) - AVG(x)^2).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22990,"cached_input_tokens":19840,"output_tokens":1002}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..831612ca8b9c9d3deac45ad41590750186610992 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nSELECT\n \"VisitorType\",\n \"Revenue\",\n AVG(CASE WHEN rn IN (mid1, mid2) THEN browser_value END) AS median_measure,\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(browser_value * browser_value) - AVG(browser_value) * AVG(browser_value))\n ELSE 0\n END AS measure_stddev\nFROM (\n SELECT\n \"VisitorType\",\n \"Revenue\",\n CAST(\"Browser\" AS REAL) AS browser_value,\n ROW_NUMBER() OVER (\n PARTITION BY \"VisitorType\", \"Revenue\"\n ORDER BY CAST(\"Browser\" AS REAL)\n ) AS rn,\n COUNT(*) OVER (\n PARTITION BY \"VisitorType\", \"Revenue\"\n ) AS cnt,\n (COUNT(*) OVER (\n PARTITION BY \"VisitorType\", \"Revenue\"\n ) + 1) / 2 AS mid1,\n (COUNT(*) OVER (\n PARTITION BY \"VisitorType\", \"Revenue\"\n ) + 2) / 2 AS mid2\n FROM \"m6\"\n WHERE \"Browser\" IS NOT NULL\n) AS ranked\nGROUP BY \"VisitorType\", \"Revenue\"\nORDER BY median_measure DESC;","notes":"Used the bound roles from the planned template: group_col=VisitorType, group_col_2=Revenue, measure_col=Browser. Because SQLite does not support PERCENTILE_CONT or STDDEV, the query computes the median via window functions and emulates standard deviation with SQRT(AVG(x*x) - AVG(x)^2)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94ab9923543a794718e5f923e10b40ed0b158abf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:21.234346Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:25:23.519871Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:47.254350Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0af8293d911e4e767f400fb04e5efec745b8ecd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=VisitorType, group_col_2=Revenue, measure_col=Browser. +Result preview: [{"VisitorType": "Other", "Revenue": "FALSE", "median_measure": 13.0, "measure_stddev": 5.440788951525216}, {"VisitorType": "Other", "Revenue": "TRUE", "median_measure": 13.0, "measure_stddev": 2.816663584810937}, {"VisitorType": "New_Visitor", "Revenue": "FALSE", "median_measure": 2.0, "measure_stddev": 1.5043143984100782}, {"VisitorType": "New_Visitor", "Revenue": "TRUE", "median_measure": 2.0, "measure_stddev": 1.672530918387855}, {"VisitorType": "Returning_Visitor", "Revenue": "FALSE", "median_measure": 2.0, "measure_stddev": 1.5626416122199602}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce211d4561f5cec5a963f1f40e752ffe3a8ee69a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/generated_sql.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_6fe04b31b24a9a5f +-- problem_id: v2p_m6_11556ad0300abba8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "VisitorType", + "Revenue", + AVG(CASE WHEN rn IN (mid1, mid2) THEN browser_value END) AS median_measure, + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG(browser_value * browser_value) - AVG(browser_value) * AVG(browser_value)) + ELSE 0 + END AS measure_stddev +FROM ( + SELECT + "VisitorType", + "Revenue", + CAST("Browser" AS REAL) AS browser_value, + ROW_NUMBER() OVER ( + PARTITION BY "VisitorType", "Revenue" + ORDER BY CAST("Browser" AS REAL) + ) AS rn, + COUNT(*) OVER ( + PARTITION BY "VisitorType", "Revenue" + ) AS cnt, + (COUNT(*) OVER ( + PARTITION BY "VisitorType", "Revenue" + ) + 1) / 2 AS mid1, + (COUNT(*) OVER ( + PARTITION BY "VisitorType", "Revenue" + ) + 2) / 2 AS mid2 + FROM "m6" + WHERE "Browser" IS NOT NULL +) AS ranked +GROUP BY "VisitorType", "Revenue" +ORDER BY median_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..15a3c46bbf451b0b29a5351abf785b124008f044 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nSELECT\n \"VisitorType\",\n \"Revenue\",\n AVG(CASE WHEN rn IN (mid1, mid2) THEN browser_value END) AS median_measure,\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(browser_value * browser_value) - AVG(browser_value) * AVG(browser_value))\n ELSE 0\n END AS measure_stddev\nFROM (\n SELECT\n \"VisitorType\",\n \"Revenue\",\n CAST(\"Browser\" AS REAL) AS browser_value,\n ROW_NUMBER() OVER (\n PARTITION BY \"VisitorType\", \"Revenue\"\n ORDER BY CAST(\"Browser\" AS REAL)\n ) AS rn,\n COUNT(*) OVER (\n PARTITION BY \"VisitorType\", \"Revenue\"\n ) AS cnt,\n (COUNT(*) OVER (\n PARTITION BY \"VisitorType\", \"Revenue\"\n ) + 1) / 2 AS mid1,\n (COUNT(*) OVER (\n PARTITION BY \"VisitorType\", \"Revenue\"\n ) + 2) / 2 AS mid2\n FROM \"m6\"\n WHERE \"Browser\" IS NOT NULL\n) AS ranked\nGROUP BY \"VisitorType\", \"Revenue\"\nORDER BY median_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nSELECT\\n \\\"VisitorType\\\",\\n \\\"Revenue\\\",\\n AVG(CASE WHEN rn IN (mid1, mid2) THEN browser_value END) AS median_measure,\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(browser_value * browser_value) - AVG(browser_value) * AVG(browser_value))\\n ELSE 0\\n END AS measure_stddev\\nFROM (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Revenue\\\",\\n CAST(\\\"Browser\\\" AS REAL) AS browser_value,\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Revenue\\\"\\n ORDER BY CAST(\\\"Browser\\\" AS REAL)\\n ) AS rn,\\n COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Revenue\\\"\\n ) AS cnt,\\n (COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Revenue\\\"\\n ) + 1) / 2 AS mid1,\\n (COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Revenue\\\"\\n ) + 2) / 2 AS mid2\\n FROM \\\"m6\\\"\\n WHERE \\\"Browser\\\" IS NOT NULL\\n) AS ranked\\nGROUP BY \\\"VisitorType\\\", \\\"Revenue\\\"\\nORDER BY median_measure DESC;\", \"columns\": [\"VisitorType\", \"Revenue\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"VisitorType\": \"Other\", \"Revenue\": \"FALSE\", \"median_measure\": 13.0, \"measure_stddev\": 5.440788951525216}, {\"VisitorType\": \"Other\", \"Revenue\": \"TRUE\", \"median_measure\": 13.0, \"measure_stddev\": 2.816663584810937}, {\"VisitorType\": \"New_Visitor\", \"Revenue\": \"FALSE\", \"median_measure\": 2.0, \"measure_stddev\": 1.5043143984100782}, {\"VisitorType\": \"New_Visitor\", \"Revenue\": \"TRUE\", \"median_measure\": 2.0, \"measure_stddev\": 1.672530918387855}, {\"VisitorType\": \"Returning_Visitor\", \"Revenue\": \"FALSE\", \"median_measure\": 2.0, \"measure_stddev\": 1.5626416122199602}, {\"VisitorType\": \"Returning_Visitor\", \"Revenue\": \"TRUE\", \"median_measure\": 2.0, \"measure_stddev\": 1.6708581197703252}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 78.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ae2a96f040ea6999803f3cac293aa46913ef3b31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:25:21.040708+00:00", + "ended_at": "2026-05-04T08:25:47.846579+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_6fe04b31b24a9a5f", + "problem_id": "v2p_m6_11556ad0300abba8", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=VisitorType, group_col_2=Revenue, measure_col=Browser.", + "bindings": { + "group_col": "VisitorType", + "group_col_2": "Revenue", + "measure_col": "Browser", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_6fe04b31b24a9a5f.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6fe04b31b24a9a5f", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 19840, + "output_tokens": 1002, + "total_tokens": 23992, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 363, + "estimated_total_tokens": 3262, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26693.61, + "sql_execution_elapsed_ms_total": 78.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_6fe04b31b24a9a5f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83187953e5bd3f380b8abf480a8e032a2962407f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:47.757629+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26693.61, "started_at": "2026-05-04T08:25:21.042713+00:00", "ended_at": "2026-05-04T08:25:47.740262+00:00", "prompt_metrics": {"chars": 10793, "bytes_utf8": 10793, "lines": 314, "estimated_tokens": 2899}, "response_metrics": {"chars": 1284, "bytes_utf8": 1284, "lines": 1, "estimated_tokens": 363}, "usage": {"input_tokens": 22990, "cached_input_tokens": 19840, "output_tokens": 1002}, "stderr_preview": "2026-05-04T08:25:21.234346Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:25:23.519871Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 1 THEN SQRT(AVG(browser_value * browser_value) - AVG(browser_value) * AVG(browser_value))\\n ELSE 0\\n END AS measure_stddev\\nFROM (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Revenue\\\",\\n CAST(\\\"Browser\\\" AS REAL) AS browser_value,\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Revenue\\\"\\n ORDER BY CAST(\\\"Browser\\\" AS REAL)\\n ) AS rn,\\n COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Revenue\\\"\\n ) AS cnt,\\n (COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Revenue\\\"\\n ) + 1) / 2 AS mid1,\\n (COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Revenue\\\"\\n ) + 2) / 2 AS mid2\\n FROM \\\"m6\\\"\\n WHERE \\\"Browser\\\" IS NOT NULL\\n) AS ranked\\nGROUP BY \\\"VisitorType\\\", \\\"Revenue\\\"\\nORDER BY median_measure DESC;\",\"notes\":\"Used"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4f1ebfcd6e21065025768816287d18d5565a3c87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_6fe04b31b24a9a5f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6fe04b31b24a9a5f", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 19840, + "output_tokens": 1002, + "total_tokens": 23992, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 363, + "estimated_total_tokens": 3262, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26693.61, + "sql_execution_elapsed_ms_total": 78.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_6fe04b31b24a9a5f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_706ef6f080226cb0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_706ef6f080226cb0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..daa5afc301f1b73d3eb5183746905dd44a893e62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_706ef6f080226cb0/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 5768, "support_share": 0.4678021086780211, "cumulative_support": 5768}, {"value_label": "1", "support": 1354, "support_share": 0.10981346309813463, "cumulative_support": 7122}, {"value_label": "2", "support": 1114, "support_share": 0.09034874290348743, "cumulative_support": 8236}, {"value_label": "3", "support": 915, "support_share": 0.07420924574209246, "cumulative_support": 9151}, {"value_label": "4", "support": 765, "support_share": 0.06204379562043796, "cumulative_support": 9916}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_706ef6f080226cb0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_706ef6f080226cb0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aafb8ce6f964fa6df155e7bacff9ecd513a3b556 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_706ef6f080226cb0/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_706ef6f080226cb0 +-- problem_id: v2p_m6_3972922b8cf23159 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Administrative" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Administrative" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_706ef6f080226cb0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_706ef6f080226cb0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc941e5f07e786cef9853f904614c9af30881a67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_706ef6f080226cb0/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m6_706ef6f080226cb0\n-- problem_id: v2p_m6_3972922b8cf23159\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Administrative\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"Administrative\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m6_706ef6f080226cb0\\n-- problem_id: v2p_m6_3972922b8cf23159\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Administrative\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"Administrative\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 5768, \"support_share\": 0.4678021086780211, \"cumulative_support\": 5768}, {\"value_label\": \"1\", \"support\": 1354, \"support_share\": 0.10981346309813463, \"cumulative_support\": 7122}, {\"value_label\": \"2\", \"support\": 1114, \"support_share\": 0.09034874290348743, \"cumulative_support\": 8236}, {\"value_label\": \"3\", \"support\": 915, \"support_share\": 0.07420924574209246, \"cumulative_support\": 9151}, {\"value_label\": \"4\", \"support\": 765, \"support_share\": 0.06204379562043796, \"cumulative_support\": 9916}, {\"value_label\": \"5\", \"support\": 575, \"support_share\": 0.04663422546634226, \"cumulative_support\": 10491}, {\"value_label\": \"6\", \"support\": 432, \"support_share\": 0.035036496350364967, \"cumulative_support\": 10923}, {\"value_label\": \"7\", \"support\": 338, \"support_share\": 0.027412814274128144, \"cumulative_support\": 11261}, {\"value_label\": \"8\", \"support\": 287, \"support_share\": 0.023276561232765614, \"cumulative_support\": 11548}, {\"value_label\": \"9\", \"support\": 225, \"support_share\": 0.01824817518248175, \"cumulative_support\": 11773}, {\"value_label\": \"10\", \"support\": 153, \"support_share\": 0.012408759124087591, \"cumulative_support\": 11926}, {\"value_label\": \"11\", \"support\": 105, \"support_share\": 0.00851581508515815, \"cumulative_support\": 12031}, {\"value_label\": \"12\", \"support\": 86, \"support_share\": 0.006974858069748581, \"cumulative_support\": 12117}, {\"value_label\": \"13\", \"support\": 56, \"support_share\": 0.004541768045417681, \"cumulative_support\": 12173}, {\"value_label\": \"14\", \"support\": 44, \"support_share\": 0.0035685320356853203, \"cumulative_support\": 12217}, {\"value_label\": \"15\", \"support\": 38, \"support_share\": 0.0030819140308191405, \"cumulative_support\": 12255}, {\"value_label\": \"16\", \"support\": 24, \"support_share\": 0.0019464720194647203, \"cumulative_support\": 12279}, {\"value_label\": \"17\", \"support\": 16, \"support_share\": 0.0012976480129764801, \"cumulative_support\": 12295}, {\"value_label\": \"18\", \"support\": 12, \"support_share\": 0.0009732360097323601, \"cumulative_support\": 12307}, {\"value_label\": \"19\", \"support\": 6, \"support_share\": 0.00048661800486618007, \"cumulative_support\": 12313}, {\"value_label\": \"22\", \"support\": 4, \"support_share\": 0.00032441200324412003, \"cumulative_support\": 12317}, {\"value_label\": \"24\", \"support\": 4, \"support_share\": 0.00032441200324412003, \"cumulative_support\": 12321}, {\"value_label\": \"23\", \"support\": 3, \"support_share\": 0.00024330900243309004, \"cumulative_support\": 12324}, {\"value_label\": \"20\", \"support\": 2, \"support_share\": 0.00016220600162206002, \"cumulative_support\": 12326}, {\"value_label\": \"21\", \"support\": 2, \"support_share\": 0.00016220600162206002, \"cumulative_support\": 12328}, {\"value_label\": \"26\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"cumulative_support\": 12329}, {\"value_label\": \"27\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"cumulative_support\": 12330}], \"row_count_returned\": 27, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_706ef6f080226cb0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_706ef6f080226cb0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..57d66c54673542467566b09b0461a639a15873be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_706ef6f080226cb0/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:21.842469+00:00", + "ended_at": "2026-05-04T09:03:21.854935+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_706ef6f080226cb0", + "problem_id": "v2p_m6_3972922b8cf23159", + "dataset_id": "m6", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Administrative.", + "bindings": { + "group_col": "Administrative" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_706ef6f080226cb0.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_706ef6f080226cb0/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_706ef6f080226cb0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_706ef6f080226cb0/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..957e40624f7744742166251dac8ee13c8a2f0d80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10753, "bytes_utf8": 10753, "lines": 313, "estimated_tokens": 2895}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 514, "bytes_utf8": 514, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22984, "cached_input_tokens": 19840, "output_tokens": 177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1d92829a3e103f6743894a0bf2c529f9acc8f1ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_714ee3dcf8b8d756", + "api_calls": 0, + "input_tokens": 22984, + "cached_input_tokens": 19840, + "output_tokens": 177, + "total_tokens": 23161, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2895, + "estimated_output_tokens": 144, + "estimated_total_tokens": 3039, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12444.45, + "sql_execution_elapsed_ms_total": 8.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_714ee3dcf8b8d756\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6353f4250e11351a194814e82383dc41e91986b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:59:58.136329+00:00", + "ended_at": "2026-05-04T09:00:10.581149+00:00", + "elapsed_ms": 12444.45, + "prompt_metrics": { + "chars": 10753, + "bytes_utf8": 10753, + "lines": 313, + "estimated_tokens": 2895 + }, + "stdout_metrics": { + "chars": 843, + "bytes_utf8": 843, + "lines": 4, + "estimated_tokens": 255 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13178 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 514, + "bytes_utf8": 514, + "lines": 1, + "estimated_tokens": 144 + }, + "usage": { + "input_tokens": 22984, + "cached_input_tokens": 19840, + "output_tokens": 177 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b674aa5c6462de2978dfd6da1de7dbf0b0b7b566 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,313 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Region, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "Region", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..314d9c163d2619697b3cffabc8d9287091b08fd5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-37c1-7f53-83f2-254f07d5179e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Region\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"Region\\\", target_col=\\\"VisitorType\\\", target_value='New_Visitor', min_support=4, and top_k=17. No joins or non-SELECT statements used.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22984,"cached_input_tokens":19840,"output_tokens":177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e18afc4cf5fdc3210d97cdbc79e701ec9e38e944 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Region\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Region\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"Region\", target_col=\"VisitorType\", target_value='New_Visitor', min_support=4, and top_k=17. No joins or non-SELECT statements used."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..081692597946dd4e90dac90c413f493065ad5d77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:58.328038Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:00:00.808453Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:00:09.759045Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..74460093b7a86472ae506a52f1c6c2a6566be6cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Region, target_col=VisitorType. +Result preview: [{"Region": "9", "support": 511, "focus_rate": 0.18003913894324852}, {"Region": "8", "support": 434, "focus_rate": 0.17050691244239632}, {"Region": "5", "support": 318, "focus_rate": 0.15723270440251572}, {"Region": "6", "support": 805, "focus_rate": 0.15031055900621118}, {"Region": "1", "support": 4780, "focus_rate": 0.13744769874476986}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f976abb91b2d38b5bbe36d1fa1316bdb8237bffe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_714ee3dcf8b8d756 +-- problem_id: v2p_m6_b9381c24f2f21037 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Region", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Region" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..127bfe7f9b83a888108c209d94fa846c54c6597b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Region\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Region\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Region\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"Region\", \"support\", \"focus_rate\"], \"rows\": [{\"Region\": \"9\", \"support\": 511, \"focus_rate\": 0.18003913894324852}, {\"Region\": \"8\", \"support\": 434, \"focus_rate\": 0.17050691244239632}, {\"Region\": \"5\", \"support\": 318, \"focus_rate\": 0.15723270440251572}, {\"Region\": \"6\", \"support\": 805, \"focus_rate\": 0.15031055900621118}, {\"Region\": \"1\", \"support\": 4780, \"focus_rate\": 0.13744769874476986}, {\"Region\": \"7\", \"support\": 761, \"focus_rate\": 0.1314060446780552}, {\"Region\": \"2\", \"support\": 1136, \"focus_rate\": 0.1311619718309859}, {\"Region\": \"3\", \"support\": 2403, \"focus_rate\": 0.12983770287141075}, {\"Region\": \"4\", \"support\": 1182, \"focus_rate\": 0.11759729272419628}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.55}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0c724f613a37d9bc621cbf570d653afd6ff4e411 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:59:58.132522+00:00", + "ended_at": "2026-05-04T09:00:10.616669+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_714ee3dcf8b8d756", + "problem_id": "v2p_m6_b9381c24f2f21037", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Region, target_col=VisitorType.", + "bindings": { + "group_col": "Region", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_714ee3dcf8b8d756.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_714ee3dcf8b8d756", + "api_calls": 0, + "input_tokens": 22984, + "cached_input_tokens": 19840, + "output_tokens": 177, + "total_tokens": 23161, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2895, + "estimated_output_tokens": 144, + "estimated_total_tokens": 3039, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12444.45, + "sql_execution_elapsed_ms_total": 8.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_714ee3dcf8b8d756\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b1a5385ac1e08ab4c35f3ef39946852ebfb4e45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:00:10.600470+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12444.45, "started_at": "2026-05-04T08:59:58.136329+00:00", "ended_at": "2026-05-04T09:00:10.581149+00:00", "prompt_metrics": {"chars": 10753, "bytes_utf8": 10753, "lines": 313, "estimated_tokens": 2895}, "response_metrics": {"chars": 514, "bytes_utf8": 514, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22984, "cached_input_tokens": 19840, "output_tokens": 177}, "stderr_preview": "2026-05-04T08:59:58.328038Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:00:00.808453Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"Region\\\", target_col=\\\"VisitorType\\\", target_value='New_Visitor', min_support=4, and top_k=17. No joins or non-SELECT statements used.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a2002d2528ab4d5f0dc4e27ab908a37da0609599 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_714ee3dcf8b8d756/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_714ee3dcf8b8d756", + "api_calls": 0, + "input_tokens": 22984, + "cached_input_tokens": 19840, + "output_tokens": 177, + "total_tokens": 23161, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2895, + "estimated_output_tokens": 144, + "estimated_total_tokens": 3039, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12444.45, + "sql_execution_elapsed_ms_total": 8.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_714ee3dcf8b8d756\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..527f8163d13f4ea6507ddfc464d7d7e983d8a0ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10417, "bytes_utf8": 10417, "lines": 312, "estimated_tokens": 2777}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22868, "cached_input_tokens": 19840, "output_tokens": 114}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9f5a88dca65959a6060dc6b2795421a2e32e3c9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_71cd477a24a6a8af", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 19840, + "output_tokens": 114, + "total_tokens": 22982, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2875, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17288.14, + "sql_execution_elapsed_ms_total": 9.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_71cd477a24a6a8af\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..31683e62fabf4f44b9730433bffd31aff46d7c92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:14:45.737902+00:00", + "ended_at": "2026-05-04T08:15:03.025840+00:00", + "elapsed_ms": 17288.14, + "prompt_metrics": { + "chars": 10417, + "bytes_utf8": 10417, + "lines": 312, + "estimated_tokens": 2777 + }, + "stdout_metrics": { + "chars": 752, + "bytes_utf8": 752, + "lines": 4, + "estimated_tokens": 201 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13220 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 428, + "bytes_utf8": 428, + "lines": 1, + "estimated_tokens": 98 + }, + "usage": { + "input_tokens": 22868, + "cached_input_tokens": 19840, + "output_tokens": 114 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f23e3c055af3778dcec70d427b6c2b16990ed251 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=OperatingSystems, measure_col=Region.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "Region", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4311ae304edfc39dd6ab18c339417bab0c12d1d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-d488-7511-9e79-e9c19cdb4331"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"OperatingSystems\\\", AVG(CAST(\\\"Region\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"OperatingSystems\\\" and measure_col bound to \\\"Region\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":19840,"output_tokens":114}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7475e1d8f935b220ae8c62126ed7f7002b2aa743 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"OperatingSystems\", AVG(CAST(\"Region\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"OperatingSystems\" and measure_col bound to \"Region\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ad48cca7a11c8afb1b21451c79e7a905aa4cc44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:45.987387Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:48.325725Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:02.236607Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..daf077bbe8bf7b03deb2edafde65cead36a5afd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=OperatingSystems, measure_col=Region. +Result preview: [{"OperatingSystems": "8", "avg_measure": 7.253164556962025}, {"OperatingSystems": "5", "avg_measure": 4.333333333333333}, {"OperatingSystems": "6", "avg_measure": 3.8421052631578947}, {"OperatingSystems": "2", "avg_measure": 3.212089077412513}, {"OperatingSystems": "3", "avg_measure": 3.1088062622309196}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa1a49e57a2a74ef71476492cdc13d2e0e4bf620 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_71cd477a24a6a8af +-- problem_id: v2p_m6_e7d549b566850f0d +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", AVG(CAST("Region" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "OperatingSystems" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a26936751cad8e5457ae228080df0f87064d625b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"OperatingSystems\", AVG(CAST(\"Region\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"OperatingSystems\\\", AVG(CAST(\\\"Region\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"OperatingSystems\", \"avg_measure\"], \"rows\": [{\"OperatingSystems\": \"8\", \"avg_measure\": 7.253164556962025}, {\"OperatingSystems\": \"5\", \"avg_measure\": 4.333333333333333}, {\"OperatingSystems\": \"6\", \"avg_measure\": 3.8421052631578947}, {\"OperatingSystems\": \"2\", \"avg_measure\": 3.212089077412513}, {\"OperatingSystems\": \"3\", \"avg_measure\": 3.1088062622309196}, {\"OperatingSystems\": \"1\", \"avg_measure\": 2.95357833655706}, {\"OperatingSystems\": \"7\", \"avg_measure\": 2.857142857142857}, {\"OperatingSystems\": \"4\", \"avg_measure\": 2.790794979079498}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.94}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6cf8295f6a9d06535003d0e1555c6f02f96162c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:14:45.733189+00:00", + "ended_at": "2026-05-04T08:15:03.066747+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_71cd477a24a6a8af", + "problem_id": "v2p_m6_e7d549b566850f0d", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=OperatingSystems, measure_col=Region.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "Region", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_71cd477a24a6a8af.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_71cd477a24a6a8af", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 19840, + "output_tokens": 114, + "total_tokens": 22982, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2875, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17288.14, + "sql_execution_elapsed_ms_total": 9.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_71cd477a24a6a8af\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..240d973c38b227438889107743e19b1624e37ccd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_71cd477a24a6a8af/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:03.048289+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17288.14, "started_at": "2026-05-04T08:14:45.737902+00:00", "ended_at": "2026-05-04T08:15:03.025840+00:00", "prompt_metrics": {"chars": 10417, "bytes_utf8": 10417, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22868, "cached_input_tokens": 19840, "output_tokens": 114}, "stderr_preview": "2026-05-04T08:14:45.987387Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:48.325725Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Weekend, measure_col=OperatingSystems.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Weekend", + "measure_col": "OperatingSystems", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..524fca5090e1b450f185543059a63f118ff61e7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22d-d96f-77b0-b1a9-709c9ec4821a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n CAST(\\\"OperatingSystems\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ORDER BY CAST(\\\"OperatingSystems\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Weekend\\\") AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" IS NOT NULL\\n AND \\\"OperatingSystems\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"Weekend\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"target_pos\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lo_pos\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) +\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) > CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"hi_pos\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n r.\\\"Weekend\\\",\\n p.\\\"target_pos\\\",\\n p.\\\"lo_pos\\\",\\n p.\\\"hi_pos\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lo_pos\\\" THEN r.\\\"measure_value\\\" END) AS \\\"lo_value\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"hi_pos\\\" THEN r.\\\"measure_value\\\" END) AS \\\"hi_value\\\"\\n FROM \\\"ranked\\\" r\\n JOIN \\\"positions\\\" p\\n ON r.\\\"Weekend\\\" = p.\\\"Weekend\\\"\\n GROUP BY r.\\\"Weekend\\\", p.\\\"target_pos\\\", p.\\\"lo_pos\\\", p.\\\"hi_pos\\\"\\n)\\nSELECT\\n \\\"Weekend\\\",\\n CASE\\n WHEN \\\"lo_pos\\\" = \\\"hi_pos\\\" THEN \\\"lo_value\\\"\\n ELSE \\\"lo_value\\\" + (\\\"target_pos\\\" - \\\"lo_pos\\\") * (\\\"hi_value\\\" - \\\"lo_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.9 continuous percentile per \\\"Weekend\\\" using window functions and linear interpolation over CAST(\\\"OperatingSystems\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22906,"cached_input_tokens":21888,"output_tokens":852}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23656965fdf02a120674650de7b8d78ac9966388 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Weekend\",\n CAST(\"OperatingSystems\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\"\n ORDER BY CAST(\"OperatingSystems\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Weekend\") AS \"cnt\"\n FROM \"m6\"\n WHERE \"Weekend\" IS NOT NULL\n AND \"OperatingSystems\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"Weekend\",\n \"cnt\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"target_pos\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"lo_pos\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) +\n CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) > CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) THEN 1\n ELSE 0\n END AS \"hi_pos\"\n FROM \"ranked\"\n),\n\"picked\" AS (\n SELECT\n r.\"Weekend\",\n p.\"target_pos\",\n p.\"lo_pos\",\n p.\"hi_pos\",\n MAX(CASE WHEN r.\"rn\" = p.\"lo_pos\" THEN r.\"measure_value\" END) AS \"lo_value\",\n MAX(CASE WHEN r.\"rn\" = p.\"hi_pos\" THEN r.\"measure_value\" END) AS \"hi_value\"\n FROM \"ranked\" r\n JOIN \"positions\" p\n ON r.\"Weekend\" = p.\"Weekend\"\n GROUP BY r.\"Weekend\", p.\"target_pos\", p.\"lo_pos\", p.\"hi_pos\"\n)\nSELECT\n \"Weekend\",\n CASE\n WHEN \"lo_pos\" = \"hi_pos\" THEN \"lo_value\"\n ELSE \"lo_value\" + (\"target_pos\" - \"lo_pos\") * (\"hi_value\" - \"lo_value\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.9 continuous percentile per \"Weekend\" using window functions and linear interpolation over CAST(\"OperatingSystems\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e710d7a4457e8dc5aef62d32a35b4cd48bcd35a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:49:44.364948Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:49:46.846472Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:50:08.060144Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..49bde2110a38ad1170f4ee26405f174cbb9be661 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Weekend, measure_col=OperatingSystems. +Result preview: [{"Weekend": "FALSE", "percentile_measure": 3.0}, {"Weekend": "TRUE", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3b42518f453aad2b8d524aec43d93f83d64d8c58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/generated_sql.sql @@ -0,0 +1,60 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_742e679701504cca +-- problem_id: v2p_m6_2fbb03692045cdb2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Weekend", + CAST("OperatingSystems" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend" + ORDER BY CAST("OperatingSystems" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "Weekend") AS "cnt" + FROM "m6" + WHERE "Weekend" IS NOT NULL + AND "OperatingSystems" IS NOT NULL +), +"positions" AS ( + SELECT DISTINCT + "Weekend", + "cnt", + (1.0 + 0.9 * ("cnt" - 1)) AS "target_pos", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) AS "lo_pos", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) > CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) THEN 1 + ELSE 0 + END AS "hi_pos" + FROM "ranked" +), +"picked" AS ( + SELECT + r."Weekend", + p."target_pos", + p."lo_pos", + p."hi_pos", + MAX(CASE WHEN r."rn" = p."lo_pos" THEN r."measure_value" END) AS "lo_value", + MAX(CASE WHEN r."rn" = p."hi_pos" THEN r."measure_value" END) AS "hi_value" + FROM "ranked" r + JOIN "positions" p + ON r."Weekend" = p."Weekend" + GROUP BY r."Weekend", p."target_pos", p."lo_pos", p."hi_pos" +) +SELECT + "Weekend", + CASE + WHEN "lo_pos" = "hi_pos" THEN "lo_value" + ELSE "lo_value" + ("target_pos" - "lo_pos") * ("hi_value" - "lo_value") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23f2dd736560df4e1f64f496d3dd573bb3cb4578 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Weekend\",\n CAST(\"OperatingSystems\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\"\n ORDER BY CAST(\"OperatingSystems\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Weekend\") AS \"cnt\"\n FROM \"m6\"\n WHERE \"Weekend\" IS NOT NULL\n AND \"OperatingSystems\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"Weekend\",\n \"cnt\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"target_pos\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"lo_pos\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) +\n CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) > CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) THEN 1\n ELSE 0\n END AS \"hi_pos\"\n FROM \"ranked\"\n),\n\"picked\" AS (\n SELECT\n r.\"Weekend\",\n p.\"target_pos\",\n p.\"lo_pos\",\n p.\"hi_pos\",\n MAX(CASE WHEN r.\"rn\" = p.\"lo_pos\" THEN r.\"measure_value\" END) AS \"lo_value\",\n MAX(CASE WHEN r.\"rn\" = p.\"hi_pos\" THEN r.\"measure_value\" END) AS \"hi_value\"\n FROM \"ranked\" r\n JOIN \"positions\" p\n ON r.\"Weekend\" = p.\"Weekend\"\n GROUP BY r.\"Weekend\", p.\"target_pos\", p.\"lo_pos\", p.\"hi_pos\"\n)\nSELECT\n \"Weekend\",\n CASE\n WHEN \"lo_pos\" = \"hi_pos\" THEN \"lo_value\"\n ELSE \"lo_value\" + (\"target_pos\" - \"lo_pos\") * (\"hi_value\" - \"lo_value\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n CAST(\\\"OperatingSystems\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ORDER BY CAST(\\\"OperatingSystems\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Weekend\\\") AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" IS NOT NULL\\n AND \\\"OperatingSystems\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"Weekend\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"target_pos\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lo_pos\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) +\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) > CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"hi_pos\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n r.\\\"Weekend\\\",\\n p.\\\"target_pos\\\",\\n p.\\\"lo_pos\\\",\\n p.\\\"hi_pos\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lo_pos\\\" THEN r.\\\"measure_value\\\" END) AS \\\"lo_value\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"hi_pos\\\" THEN r.\\\"measure_value\\\" END) AS \\\"hi_value\\\"\\n FROM \\\"ranked\\\" r\\n JOIN \\\"positions\\\" p\\n ON r.\\\"Weekend\\\" = p.\\\"Weekend\\\"\\n GROUP BY r.\\\"Weekend\\\", p.\\\"target_pos\\\", p.\\\"lo_pos\\\", p.\\\"hi_pos\\\"\\n)\\nSELECT\\n \\\"Weekend\\\",\\n CASE\\n WHEN \\\"lo_pos\\\" = \\\"hi_pos\\\" THEN \\\"lo_value\\\"\\n ELSE \\\"lo_value\\\" + (\\\"target_pos\\\" - \\\"lo_pos\\\") * (\\\"hi_value\\\" - \\\"lo_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Weekend\", \"percentile_measure\"], \"rows\": [{\"Weekend\": \"FALSE\", \"percentile_measure\": 3.0}, {\"Weekend\": \"TRUE\", \"percentile_measure\": 3.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 76.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1ff04316fd8d7b40a354ebc9835fce8484c8617f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:49:44.128710+00:00", + "ended_at": "2026-05-04T08:50:09.048052+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_742e679701504cca", + "problem_id": "v2p_m6_2fbb03692045cdb2", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Weekend, measure_col=OperatingSystems.", + "bindings": { + "group_col": "Weekend", + "measure_col": "OperatingSystems", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_742e679701504cca.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_742e679701504cca", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 21888, + "output_tokens": 852, + "total_tokens": 23758, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 567, + "estimated_total_tokens": 3382, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24801.13, + "sql_execution_elapsed_ms_total": 76.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_742e679701504cca\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1e126769ee256808bd454c56700b2adabe34838 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:50:08.960911+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24801.13, "started_at": "2026-05-04T08:49:44.138297+00:00", "ended_at": "2026-05-04T08:50:08.939729+00:00", "prompt_metrics": {"chars": 10590, "bytes_utf8": 10590, "lines": 312, "estimated_tokens": 2815}, "response_metrics": {"chars": 1769, "bytes_utf8": 1769, "lines": 1, "estimated_tokens": 567}, "usage": {"input_tokens": 22906, "cached_input_tokens": 21888, "output_tokens": 852}, "stderr_preview": "2026-05-04T08:49:44.364948Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:49:46.846472Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"hi_pos\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n r.\\\"Weekend\\\",\\n p.\\\"target_pos\\\",\\n p.\\\"lo_pos\\\",\\n p.\\\"hi_pos\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lo_p"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..42ea7f40bf72ac3489438f0a305d6c133b68c5ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_742e679701504cca/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_742e679701504cca", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 21888, + "output_tokens": 852, + "total_tokens": 23758, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 567, + "estimated_total_tokens": 3382, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24801.13, + "sql_execution_elapsed_ms_total": 76.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_742e679701504cca\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed737233eed45c51408618fdbef794145f2a63db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10573, "bytes_utf8": 10573, "lines": 312, "estimated_tokens": 2857}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22946, "cached_input_tokens": 21888, "output_tokens": 129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..910660df7aeff050871ab354bb6c83074d2edf45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_761bca496462b231", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 23075, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2970, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12175.37, + "sql_execution_elapsed_ms_total": 12.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_761bca496462b231\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6f286690f1fe7a7de82658ffc10b3cefebfe10b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:01:17.768662+00:00", + "ended_at": "2026-05-04T09:01:29.944284+00:00", + "elapsed_ms": 12175.37, + "prompt_metrics": { + "chars": 10573, + "bytes_utf8": 10573, + "lines": 312, + "estimated_tokens": 2857 + }, + "stdout_metrics": { + "chars": 770, + "bytes_utf8": 770, + "lines": 4, + "estimated_tokens": 221 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 438, + "bytes_utf8": 438, + "lines": 1, + "estimated_tokens": 113 + }, + "usage": { + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 129 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d30db4600acd6d27dbc86685cf372d69ed6ce97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Region.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Region", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..93158cbeaaa95e09c6e3e145ff40af909d9c6801 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-6ee3-7611-87ce-8abc9d7ea425"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Region\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Region\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Region\\\"\\nLIMIT 17;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=SpecialDay, group_col_2=Region, and top_k=17. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22946,"cached_input_tokens":21888,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd7e848010adcadd8e7e15831c5a01147d9123e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Region\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Region\"\nORDER BY support ASC, \"SpecialDay\", \"Region\"\nLIMIT 17;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=SpecialDay, group_col_2=Region, and top_k=17. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ece708c2232a15f36b4965aa3e930744751f8cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:18.048360Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:20.628735Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:28.974389Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e0f4663b2179c79c65bd8b7f1846fad377e01ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Region. +Result preview: [{"SpecialDay": "0.2", "Region": "9", "support": 1}, {"SpecialDay": "1", "Region": "8", "support": 3}, {"SpecialDay": "0.2", "Region": "5", "support": 4}, {"SpecialDay": "0.2", "Region": "8", "support": 4}, {"SpecialDay": "1", "Region": "9", "support": 4}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3538dd7596f022fc180743682cca537956504476 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_761bca496462b231 +-- problem_id: v2p_m6_6522275cfa7164bf +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Region", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Region" +ORDER BY support ASC, "SpecialDay", "Region" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8429a54b6d8eb3e61918c752d21be8263177ba1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Region\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Region\"\nORDER BY support ASC, \"SpecialDay\", \"Region\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Region\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Region\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Region\\\"\\nLIMIT 17;\", \"columns\": [\"SpecialDay\", \"Region\", \"support\"], \"rows\": [{\"SpecialDay\": \"0.2\", \"Region\": \"9\", \"support\": 1}, {\"SpecialDay\": \"1\", \"Region\": \"8\", \"support\": 3}, {\"SpecialDay\": \"0.2\", \"Region\": \"5\", \"support\": 4}, {\"SpecialDay\": \"0.2\", \"Region\": \"8\", \"support\": 4}, {\"SpecialDay\": \"1\", \"Region\": \"9\", \"support\": 4}, {\"SpecialDay\": \"1\", \"Region\": \"5\", \"support\": 5}, {\"SpecialDay\": \"0.4\", \"Region\": \"9\", \"support\": 6}, {\"SpecialDay\": \"0.2\", \"Region\": \"7\", \"support\": 7}, {\"SpecialDay\": \"0.4\", \"Region\": \"5\", \"support\": 7}, {\"SpecialDay\": \"0.8\", \"Region\": \"9\", \"support\": 7}, {\"SpecialDay\": \"1\", \"Region\": \"6\", \"support\": 7}, {\"SpecialDay\": \"0.6\", \"Region\": \"5\", \"support\": 8}, {\"SpecialDay\": \"0.8\", \"Region\": \"5\", \"support\": 9}, {\"SpecialDay\": \"0.6\", \"Region\": \"8\", \"support\": 10}, {\"SpecialDay\": \"0.6\", \"Region\": \"9\", \"support\": 11}, {\"SpecialDay\": \"0.8\", \"Region\": \"8\", \"support\": 11}, {\"SpecialDay\": \"0.4\", \"Region\": \"7\", \"support\": 12}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.81}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ad51e08d5c3b5f977fe56b22a9a46928e89d68cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:01:17.764786+00:00", + "ended_at": "2026-05-04T09:01:29.984884+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_761bca496462b231", + "problem_id": "v2p_m6_6522275cfa7164bf", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Region.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Region", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_761bca496462b231.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_761bca496462b231", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 23075, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2970, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12175.37, + "sql_execution_elapsed_ms_total": 12.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_761bca496462b231\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ba9f6f8f12aff6acbc7b442149a9c8bda57f8f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_761bca496462b231/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:29.963766+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12175.37, "started_at": "2026-05-04T09:01:17.768662+00:00", "ended_at": "2026-05-04T09:01:29.944284+00:00", "prompt_metrics": {"chars": 10573, "bytes_utf8": 10573, "lines": 312, "estimated_tokens": 2857}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22946, "cached_input_tokens": 21888, "output_tokens": 129}, "stderr_preview": "2026-05-04T09:01:18.048360Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:20.628735Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Browser, measure_col=OperatingSystems.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Browser", + "measure_col": "OperatingSystems", + "predicate_col": "BounceRates", + "predicate_op": ">=", + "predicate_value": 0.016813, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..937b672489efe7743d514d136d413ae56d79835b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-6738-7133-848c-375684d16a99"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Browser\\\", SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"BounceRates\\\" AS REAL) >= 0.016813\\nGROUP BY \\\"Browser\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"Browser\\\", measure_col=\\\"OperatingSystems\\\", predicate_col=\\\"BounceRates\\\", predicate_op=\\\">=\\\", predicate_value=0.016813, top_k=18. Cast numeric-text columns to REAL for SQLite-safe aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22949,"cached_input_tokens":21888,"output_tokens":155}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d23b6f240efeaa69af7ee2b25ca2af7459c3b2ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Browser\", SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"BounceRates\" AS REAL) >= 0.016813\nGROUP BY \"Browser\"\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\"Browser\", measure_col=\"OperatingSystems\", predicate_col=\"BounceRates\", predicate_op=\">=\", predicate_value=0.016813, top_k=18. Cast numeric-text columns to REAL for SQLite-safe aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e841ab5f758d3d5e6972470b8d666060c5aefdbf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:40.114295Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:42.480948Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:50.599255Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d198ba4df41379620714aa8d0c887711dd97bbaf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Browser, measure_col=OperatingSystems. +Result preview: [{"Browser": "2", "total_measure": 5010.0}, {"Browser": "1", "total_measure": 807.0}, {"Browser": "4", "total_measure": 247.0}, {"Browser": "5", "total_measure": 221.0}, {"Browser": "3", "total_measure": 126.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..36c803f20f1cd1dd7b5910a352d6286f0fc6554f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_763a1d82971ee235 +-- problem_id: v2p_m6_ff9366e92f5e79cb +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", SUM(CAST("OperatingSystems" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("BounceRates" AS REAL) >= 0.016813 +GROUP BY "Browser" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..569ce3d2bceefb83de703520c3c24bc3ba7774b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Browser\", SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"BounceRates\" AS REAL) >= 0.016813\nGROUP BY \"Browser\"\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Browser\\\", SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"BounceRates\\\" AS REAL) >= 0.016813\\nGROUP BY \\\"Browser\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"Browser\", \"total_measure\"], \"rows\": [{\"Browser\": \"2\", \"total_measure\": 5010.0}, {\"Browser\": \"1\", \"total_measure\": 807.0}, {\"Browser\": \"4\", \"total_measure\": 247.0}, {\"Browser\": \"5\", \"total_measure\": 221.0}, {\"Browser\": \"3\", \"total_measure\": 126.0}, {\"Browser\": \"6\", \"total_measure\": 84.0}, {\"Browser\": \"13\", \"total_measure\": 70.0}, {\"Browser\": \"10\", \"total_measure\": 51.0}, {\"Browser\": \"8\", \"total_measure\": 45.0}, {\"Browser\": \"7\", \"total_measure\": 29.0}, {\"Browser\": \"12\", \"total_measure\": 10.0}, {\"Browser\": \"11\", \"total_measure\": 10.0}, {\"Browser\": \"9\", \"total_measure\": 3.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1a8642937298549b381cc3ad0a4bf613ce03b037 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:18:39.924290+00:00", + "ended_at": "2026-05-04T08:18:51.131654+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_763a1d82971ee235", + "problem_id": "v2p_m6_ff9366e92f5e79cb", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Browser, measure_col=OperatingSystems.", + "bindings": { + "group_col": "Browser", + "measure_col": "OperatingSystems", + "predicate_col": "BounceRates", + "predicate_op": ">=", + "predicate_value": 0.016813, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_763a1d82971ee235.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_763a1d82971ee235", + "api_calls": 0, + "input_tokens": 22949, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 23104, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2860, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2999, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11169.3, + "sql_execution_elapsed_ms_total": 7.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_763a1d82971ee235\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a88c431e5cadb0247c15098611cde7a477352e65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:51.116442+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11169.3, "started_at": "2026-05-04T08:18:39.928305+00:00", "ended_at": "2026-05-04T08:18:51.097547+00:00", "prompt_metrics": {"chars": 10701, "bytes_utf8": 10701, "lines": 316, "estimated_tokens": 2860}, "response_metrics": {"chars": 560, "bytes_utf8": 560, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22949, "cached_input_tokens": 21888, "output_tokens": 155}, "stderr_preview": "2026-05-04T08:18:40.114295Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:42.480948Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.016813\\nGROUP BY \\\"Browser\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"Browser\\\", measure_col=\\\"OperatingSystems\\\", predicate_col=\\\"BounceRates\\\", predicate_op=\\\">=\\\", predicate_value=0.016813, top_k=18. Cast numeric-text columns to REAL for SQLite-safe aggregation and filtering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3dbb750094e7cadef9a367a55f365495ffcb9978 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_763a1d82971ee235/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_763a1d82971ee235", + "api_calls": 0, + "input_tokens": 22949, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 23104, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2860, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2999, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11169.3, + "sql_execution_elapsed_ms_total": 7.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_763a1d82971ee235\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_769c5636d17bbbad/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_769c5636d17bbbad/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1193c1de4e68424d96d959103e274d75997b7796 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_769c5636d17bbbad/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "FALSE", "support": 9462, "support_share": 0.767396593673966, "support_rank": 1}, {"value_label": "TRUE", "support": 2868, "support_share": 0.23260340632603407, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_769c5636d17bbbad/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_769c5636d17bbbad/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..156368a8f90a29ff0bca0d4e50c6b4263a227445 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_769c5636d17bbbad/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_769c5636d17bbbad +-- problem_id: v2p_m6_18b019a81a776b7e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Weekend" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Weekend" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_769c5636d17bbbad/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_769c5636d17bbbad/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c13662b56db6ef911d86a0c68879021e10326605 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_769c5636d17bbbad/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m6_769c5636d17bbbad\n-- problem_id: v2p_m6_18b019a81a776b7e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Weekend\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"Weekend\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m6_769c5636d17bbbad\\n-- problem_id: v2p_m6_18b019a81a776b7e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Weekend\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"Weekend\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"FALSE\", \"support\": 9462, \"support_share\": 0.767396593673966, \"support_rank\": 1}, {\"value_label\": \"TRUE\", \"support\": 2868, \"support_share\": 0.23260340632603407, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.05}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_769c5636d17bbbad/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_769c5636d17bbbad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c7ae38d1679d3a0a29b951e9c9df92175f974713 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_769c5636d17bbbad/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.115697+00:00", + "ended_at": "2026-05-04T09:03:22.126335+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_769c5636d17bbbad", + "problem_id": "v2p_m6_18b019a81a776b7e", + "dataset_id": "m6", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=Weekend.", + "bindings": { + "group_col": "Weekend" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_769c5636d17bbbad.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_769c5636d17bbbad/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_769c5636d17bbbad/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_769c5636d17bbbad/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d933925aff1ed53e5c0735721211a6af0d2e8bd3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10578, "bytes_utf8": 10578, "lines": 312, "estimated_tokens": 2858}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22947, "cached_input_tokens": 21888, "output_tokens": 138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0946a15b46ba468776480ed837209a04b121a9a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_76cc5f983435cb67", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 23085, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11657.1, + "sql_execution_elapsed_ms_total": 23.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_76cc5f983435cb67\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..063fc3d786dce6ec20c09e498972d6d4edcd52f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:01:53.356509+00:00", + "ended_at": "2026-05-04T09:02:05.013332+00:00", + "elapsed_ms": 11657.1, + "prompt_metrics": { + "chars": 10578, + "bytes_utf8": 10578, + "lines": 312, + "estimated_tokens": 2858 + }, + "stdout_metrics": { + "chars": 824, + "bytes_utf8": 824, + "lines": 4, + "estimated_tokens": 237 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13200 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 480, + "bytes_utf8": 480, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 138 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94bd2d20b94007155c03286acc05ecc1debda076 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=VisitorType.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "VisitorType", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..483260f5b13103c8c9edd8ea484e5c58c3f4e0d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-fa02-7d90-816e-ea42ca145aa9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"VisitorType\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nLIMIT 19;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"SpecialDay\\\", group_col_2=\\\"VisitorType\\\", table=\\\"m6\\\", and top_k=19. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22947,"cached_input_tokens":21888,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d9d8b3da4be143999bc88d1664e7d89e3e8fe52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"VisitorType\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"VisitorType\"\nORDER BY support ASC, \"SpecialDay\", \"VisitorType\"\nLIMIT 19;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=\"SpecialDay\", group_col_2=\"VisitorType\", table=\"m6\", and top_k=19. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a462a92d0ad3f450415bb2b8eeb367d36ce596c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:53.597960Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:56.009742Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:04.161582Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..26bc49dda664d1fbbe290f3e151966b292b62bd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=VisitorType. +Result preview: [{"SpecialDay": "1", "VisitorType": "New_Visitor", "support": 8}, {"SpecialDay": "0.2", "VisitorType": "New_Visitor", "support": 9}, {"SpecialDay": "0.8", "VisitorType": "New_Visitor", "support": 9}, {"SpecialDay": "0.4", "VisitorType": "New_Visitor", "support": 10}, {"SpecialDay": "0.6", "VisitorType": "New_Visitor", "support": 22}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc278a5a4ce26ae81a81ecac06a8a450e0d71e7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_76cc5f983435cb67 +-- problem_id: v2p_m6_c698a60ee8517da5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "VisitorType", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "VisitorType" +ORDER BY support ASC, "SpecialDay", "VisitorType" +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84056597f5a03461036127714a4437389631e1d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"VisitorType\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"VisitorType\"\nORDER BY support ASC, \"SpecialDay\", \"VisitorType\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"VisitorType\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nLIMIT 19;\", \"columns\": [\"SpecialDay\", \"VisitorType\", \"support\"], \"rows\": [{\"SpecialDay\": \"1\", \"VisitorType\": \"New_Visitor\", \"support\": 8}, {\"SpecialDay\": \"0.2\", \"VisitorType\": \"New_Visitor\", \"support\": 9}, {\"SpecialDay\": \"0.8\", \"VisitorType\": \"New_Visitor\", \"support\": 9}, {\"SpecialDay\": \"0.4\", \"VisitorType\": \"New_Visitor\", \"support\": 10}, {\"SpecialDay\": \"0.6\", \"VisitorType\": \"New_Visitor\", \"support\": 22}, {\"SpecialDay\": \"0\", \"VisitorType\": \"Other\", \"support\": 85}, {\"SpecialDay\": \"1\", \"VisitorType\": \"Returning_Visitor\", \"support\": 146}, {\"SpecialDay\": \"0.2\", \"VisitorType\": \"Returning_Visitor\", \"support\": 169}, {\"SpecialDay\": \"0.4\", \"VisitorType\": \"Returning_Visitor\", \"support\": 233}, {\"SpecialDay\": \"0.8\", \"VisitorType\": \"Returning_Visitor\", \"support\": 316}, {\"SpecialDay\": \"0.6\", \"VisitorType\": \"Returning_Visitor\", \"support\": 329}, {\"SpecialDay\": \"0\", \"VisitorType\": \"New_Visitor\", \"support\": 1636}, {\"SpecialDay\": \"0\", \"VisitorType\": \"Returning_Visitor\", \"support\": 9358}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c106cec757d3ab3b5b8d9d750080fb17b1d98e36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:01:53.348004+00:00", + "ended_at": "2026-05-04T09:02:05.088584+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_76cc5f983435cb67", + "problem_id": "v2p_m6_c698a60ee8517da5", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "VisitorType", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_76cc5f983435cb67.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_76cc5f983435cb67", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 23085, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11657.1, + "sql_execution_elapsed_ms_total": 23.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_76cc5f983435cb67\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8dc5484e397b02912b430c256194f8ff6c12c4b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_76cc5f983435cb67/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:05.047120+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11657.1, "started_at": "2026-05-04T09:01:53.356509+00:00", "ended_at": "2026-05-04T09:02:05.013332+00:00", "prompt_metrics": {"chars": 10578, "bytes_utf8": 10578, "lines": 312, "estimated_tokens": 2858}, "response_metrics": {"chars": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22947, "cached_input_tokens": 21888, "output_tokens": 138}, "stderr_preview": "2026-05-04T09:01:53.597960Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:56.009742Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Administrative, measure_col=Informational.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Administrative", + "measure_col": "Informational", + "predicate_col": "Browser", + "predicate_op": ">=", + "predicate_value": 2.0, + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..656370bb42d74eefe9ec220f473701c6ade071d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-b346-73d2-8288-ac66fb2e156b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Administrative\\\", SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Browser\\\" AS REAL) >= 2.0\\nGROUP BY \\\"Administrative\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"Administrative\\\", measure_col=\\\"Informational\\\", predicate_col=\\\"Browser\\\". Applied CAST(... AS REAL) to numeric-like TEXT columns for SQLite-safe aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22947,"cached_input_tokens":19840,"output_tokens":209}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..619984e05fc9918a6568f800c01e94360c24124c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Administrative\", SUM(CAST(\"Informational\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Browser\" AS REAL) >= 2.0\nGROUP BY \"Administrative\"\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the required template with bound roles: group_col=\"Administrative\", measure_col=\"Informational\", predicate_col=\"Browser\". Applied CAST(... AS REAL) to numeric-like TEXT columns for SQLite-safe aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccbad98d4405b72a89d1383d0b8630b6014ebd7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:10.649998Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:13.089744Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:22.345370Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..94e3bf0ba8d1d87d65b1da20d1f15e2f69932355 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Administrative, measure_col=Informational. +Result preview: [{"Administrative": "0", "total_measure": 693.0}, {"Administrative": "1", "total_measure": 518.0}, {"Administrative": "3", "total_measure": 425.0}, {"Administrative": "2", "total_measure": 422.0}, {"Administrative": "5", "total_measure": 391.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..34684e161be6fbc4f2c5eb873f4cc5f2e69e3683 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_7832a62d58a74fb1 +-- problem_id: v2p_m6_41791e253300c308 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", SUM(CAST("Informational" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Browser" AS REAL) >= 2.0 +GROUP BY "Administrative" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d24a87b8ca2dbbe3d3b869ae119b1c9074b8fd9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Administrative\", SUM(CAST(\"Informational\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Browser\" AS REAL) >= 2.0\nGROUP BY \"Administrative\"\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Administrative\\\", SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Browser\\\" AS REAL) >= 2.0\\nGROUP BY \\\"Administrative\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"Administrative\", \"total_measure\"], \"rows\": [{\"Administrative\": \"0\", \"total_measure\": 693.0}, {\"Administrative\": \"1\", \"total_measure\": 518.0}, {\"Administrative\": \"3\", \"total_measure\": 425.0}, {\"Administrative\": \"2\", \"total_measure\": 422.0}, {\"Administrative\": \"5\", \"total_measure\": 391.0}, {\"Administrative\": \"4\", \"total_measure\": 386.0}, {\"Administrative\": \"6\", \"total_measure\": 357.0}, {\"Administrative\": \"8\", \"total_measure\": 314.0}, {\"Administrative\": \"7\", \"total_measure\": 314.0}, {\"Administrative\": \"9\", \"total_measure\": 229.0}, {\"Administrative\": \"10\", \"total_measure\": 217.0}, {\"Administrative\": \"11\", \"total_measure\": 180.0}, {\"Administrative\": \"12\", \"total_measure\": 117.0}, {\"Administrative\": \"13\", \"total_measure\": 102.0}, {\"Administrative\": \"14\", \"total_measure\": 86.0}, {\"Administrative\": \"15\", \"total_measure\": 73.0}, {\"Administrative\": \"17\", \"total_measure\": 48.0}, {\"Administrative\": \"18\", \"total_measure\": 36.0}, {\"Administrative\": \"16\", \"total_measure\": 30.0}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f20e4368c2b1de8ddfef40da3498989cc50fa13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:21:10.455700+00:00", + "ended_at": "2026-05-04T08:21:24.676975+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_7832a62d58a74fb1", + "problem_id": "v2p_m6_41791e253300c308", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Administrative, measure_col=Informational.", + "bindings": { + "group_col": "Administrative", + "measure_col": "Informational", + "predicate_col": "Browser", + "predicate_op": ">=", + "predicate_value": 2.0, + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=44" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_7832a62d58a74fb1.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7832a62d58a74fb1", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 19840, + "output_tokens": 209, + "total_tokens": 23156, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2975, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14182.3, + "sql_execution_elapsed_ms_total": 8.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_7832a62d58a74fb1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e7eea95ac42e9fa1fe6e7fd204008a2719cddc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:24.660966+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14182.3, "started_at": "2026-05-04T08:21:10.459485+00:00", "ended_at": "2026-05-04T08:21:24.641371+00:00", "prompt_metrics": {"chars": 10700, "bytes_utf8": 10700, "lines": 316, "estimated_tokens": 2858}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22947, "cached_input_tokens": 19840, "output_tokens": 209}, "stderr_preview": "2026-05-04T08:21:10.649998Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:13.089744Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 2.0\\nGROUP BY \\\"Administrative\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"Administrative\\\", measure_col=\\\"Informational\\\", predicate_col=\\\"Browser\\\". Applied CAST(... AS REAL) to numeric-like TEXT columns for SQLite-safe aggregation and filtering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d00be307b56cc8a72ba3a54e4d24ef3a00b1a23f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7832a62d58a74fb1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7832a62d58a74fb1", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 19840, + "output_tokens": 209, + "total_tokens": 23156, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2975, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14182.3, + "sql_execution_elapsed_ms_total": 8.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_7832a62d58a74fb1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_797e62764e4b5bca/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_797e62764e4b5bca/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c59e9311358a14d5f8b35ff1487b7c2edb1c1726 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_797e62764e4b5bca/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"BounceRates": "0", "support": 5518, "avg_response": 2.042950344327655}, {"BounceRates": "0.2", "support": 700, "avg_response": 0.02142857142857143}, {"BounceRates": "0.066666667", "support": 134, "avg_response": 0.23134328358208955}, {"BounceRates": "0.028571429", "support": 115, "avg_response": 0.8782608695652174}, {"BounceRates": "0.05", "support": 113, "avg_response": 0.5132743362831859}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_797e62764e4b5bca/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_797e62764e4b5bca/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c10ca52392217915b1926a46b8ec37d9b5b41b0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_797e62764e4b5bca/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_797e62764e4b5bca +-- problem_id: v2p_m6_88c74754dcb03878 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "BounceRates", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "BounceRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_797e62764e4b5bca/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_797e62764e4b5bca/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a268fa0491a33e279dd1ddf761bd733202ec495a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_797e62764e4b5bca/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_797e62764e4b5bca\n-- problem_id: v2p_m6_88c74754dcb03878\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"BounceRates\",\n COUNT(*) AS support,\n AVG(\"Administrative\") AS avg_response\nFROM \"m6\"\nGROUP BY \"BounceRates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_797e62764e4b5bca\\n-- problem_id: v2p_m6_88c74754dcb03878\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"BounceRates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"BounceRates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"BounceRates\", \"support\", \"avg_response\"], \"rows\": [{\"BounceRates\": \"0\", \"support\": 5518, \"avg_response\": 2.042950344327655}, {\"BounceRates\": \"0.2\", \"support\": 700, \"avg_response\": 0.02142857142857143}, {\"BounceRates\": \"0.066666667\", \"support\": 134, \"avg_response\": 0.23134328358208955}, {\"BounceRates\": \"0.028571429\", \"support\": 115, \"avg_response\": 0.8782608695652174}, {\"BounceRates\": \"0.05\", \"support\": 113, \"avg_response\": 0.5132743362831859}, {\"BounceRates\": \"0.033333333\", \"support\": 101, \"avg_response\": 1.108910891089109}, {\"BounceRates\": \"0.025\", \"support\": 100, \"avg_response\": 0.97}, {\"BounceRates\": \"0.016666667\", \"support\": 99, \"avg_response\": 1.5151515151515151}, {\"BounceRates\": \"0.1\", \"support\": 98, \"avg_response\": 0.09183673469387756}, {\"BounceRates\": \"0.04\", \"support\": 96, \"avg_response\": 0.6458333333333334}, {\"BounceRates\": \"0.02\", \"support\": 91, \"avg_response\": 1.164835164835165}, {\"BounceRates\": \"0.022222222\", \"support\": 88, \"avg_response\": 1.4204545454545454}, {\"BounceRates\": \"0.0125\", \"support\": 85, \"avg_response\": 2.011764705882353}, {\"BounceRates\": \"0.018181818\", \"support\": 81, \"avg_response\": 1.6049382716049383}, {\"BounceRates\": \"0.015384615\", \"support\": 76, \"avg_response\": 1.644736842105263}, {\"BounceRates\": \"0.014285714\", \"support\": 73, \"avg_response\": 1.5068493150684932}, {\"BounceRates\": \"0.008333333\", \"support\": 72, \"avg_response\": 2.375}, {\"BounceRates\": \"0.011111111\", \"support\": 62, \"avg_response\": 2.0483870967741935}, {\"BounceRates\": \"0.01\", \"support\": 61, \"avg_response\": 1.9508196721311475}, {\"BounceRates\": \"0.013333333\", \"support\": 54, \"avg_response\": 2.2037037037037037}, {\"BounceRates\": \"0.007692308\", \"support\": 53, \"avg_response\": 2.188679245283019}, {\"BounceRates\": \"0.006666667\", \"support\": 51, \"avg_response\": 2.5686274509803924}, {\"BounceRates\": \"0.00952381\", \"support\": 51, \"avg_response\": 1.8235294117647058}, {\"BounceRates\": \"0.009090909\", \"support\": 47, \"avg_response\": 2.276595744680851}, {\"BounceRates\": \"0.010526316\", \"support\": 45, \"avg_response\": 2.3333333333333335}, {\"BounceRates\": \"0.011764706\", \"support\": 44, \"avg_response\": 3.227272727272727}, {\"BounceRates\": \"0.005555556\", \"support\": 42, \"avg_response\": 2.238095238095238}, {\"BounceRates\": \"0.007407407\", \"support\": 39, \"avg_response\": 3.128205128205128}, {\"BounceRates\": \"0.007142857\", \"support\": 35, \"avg_response\": 2.942857142857143}, {\"BounceRates\": \"0.004545455\", \"support\": 34, \"avg_response\": 3.264705882352941}, {\"BounceRates\": \"0.00625\", \"support\": 32, \"avg_response\": 2.125}, {\"BounceRates\": \"0.005\", \"support\": 31, \"avg_response\": 3.193548387096774}, {\"BounceRates\": \"0.005128205\", \"support\": 30, \"avg_response\": 2.8666666666666667}, {\"BounceRates\": \"0.036363636\", \"support\": 30, \"avg_response\": 0.4666666666666667}, {\"BounceRates\": \"0.004761905\", \"support\": 29, \"avg_response\": 4.068965517241379}, {\"BounceRates\": \"0.004347826\", \"support\": 29, \"avg_response\": 3.3793103448275863}, {\"BounceRates\": \"0.008695652\", \"support\": 29, \"avg_response\": 3.1379310344827585}, {\"BounceRates\": \"0.005405405\", \"support\": 29, \"avg_response\": 2.0344827586206895}, {\"BounceRates\": \"0.006451613\", \"support\": 28, \"avg_response\": 3.4285714285714284}, {\"BounceRates\": \"0.044444444\", \"support\": 28, \"avg_response\": 0.8214285714285714}, {\"BounceRates\": \"0.005263158\", \"support\": 27, \"avg_response\": 4.444444444444445}, {\"BounceRates\": \"0.004166667\", \"support\": 27, \"avg_response\": 4.222222222222222}, {\"BounceRates\": \"0.005714286\", \"support\": 26, \"avg_response\": 4.461538461538462}, {\"BounceRates\": \"0.005882353\", \"support\": 26, \"avg_response\": 4.0}, {\"BounceRates\": \"0.006060606\", \"support\": 26, \"avg_response\": 3.8846153846153846}, {\"BounceRates\": \"0.008\", \"support\": 26, \"avg_response\": 2.769230769230769}, {\"BounceRates\": \"0.026666667\", \"support\": 26, \"avg_response\": 1.1153846153846154}, {\"BounceRates\": \"0.014814815\", \"support\": 25, \"avg_response\": 1.72}, {\"BounceRates\": \"0.057142857\", \"support\": 24, \"avg_response\": 1.0}, {\"BounceRates\": \"0.08\", \"support\": 24, \"avg_response\": 0.3333333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_797e62764e4b5bca/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_797e62764e4b5bca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d71eb050f466c8af742ebf67f619967590b3e2d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_797e62764e4b5bca/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.437229+00:00", + "ended_at": "2026-05-04T09:03:22.451422+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_797e62764e4b5bca", + "problem_id": "v2p_m6_88c74754dcb03878", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative, key_col=BounceRates.", + "bindings": { + "key_col": "BounceRates", + "measure_col": "Administrative", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=18", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 18, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_797e62764e4b5bca.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_797e62764e4b5bca/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_797e62764e4b5bca/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_797e62764e4b5bca/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac2eed0003564e48efdb2ad02120eabd519ebc7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10916, "bytes_utf8": 10916, "lines": 317, "estimated_tokens": 2891}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 927, "bytes_utf8": 927, "lines": 1, "estimated_tokens": 259}, "usage": {"input_tokens": 22982, "cached_input_tokens": 21888, "output_tokens": 451}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3ad86cbcd3b25c6e9c83f1d3a4a70158dce2ee4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_79c6bbe4f8fa53f4", + "api_calls": 0, + "input_tokens": 22982, + "cached_input_tokens": 21888, + "output_tokens": 451, + "total_tokens": 23433, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2891, + "estimated_output_tokens": 259, + "estimated_total_tokens": 3150, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17414.79, + "sql_execution_elapsed_ms_total": 13.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_79c6bbe4f8fa53f4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..22845f8290c68ab8eef6159bc0ad59407039ab66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:43:24.317355+00:00", + "ended_at": "2026-05-04T08:43:41.731529+00:00", + "elapsed_ms": 17414.79, + "prompt_metrics": { + "chars": 10916, + "bytes_utf8": 10916, + "lines": 317, + "estimated_tokens": 2891 + }, + "stdout_metrics": { + "chars": 1346, + "bytes_utf8": 1346, + "lines": 4, + "estimated_tokens": 420 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13253 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 927, + "bytes_utf8": 927, + "lines": 1, + "estimated_tokens": 259 + }, + "usage": { + "input_tokens": 22982, + "cached_input_tokens": 21888, + "output_tokens": 451 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9aae8cf30af13183e84bb1ac84179ce66bdf10c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,317 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=VisitorType, measure_col=Region, condition_col=OperatingSystems.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Region", + "condition_col": "OperatingSystems", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e2c996d07332854307274422ab8501f63d69d7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df228-0dcb-7702-b9e1-562638be062a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"Region\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" = '1'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Region\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ORDER BY \\\"Region\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"VisitorType\\\",\\n MIN(\\\"Region\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= ((9 * \\\"cnt\\\") + 9) / 10\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile within each VisitorType after filtering to OperatingSystems = '1'. \\\"Region\\\" is cast to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22982,"cached_input_tokens":21888,"output_tokens":451}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16e65267c450beb2740f28175e385a013d45df9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"VisitorType\",\n CAST(\"Region\" AS REAL) AS \"Region\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" = '1'\n),\n\"ranked\" AS (\n SELECT\n \"VisitorType\",\n \"Region\",\n ROW_NUMBER() OVER (\n PARTITION BY \"VisitorType\"\n ORDER BY \"Region\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"VisitorType\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"VisitorType\",\n MIN(\"Region\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= ((9 * \"cnt\") + 9) / 10\nGROUP BY \"VisitorType\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile within each VisitorType after filtering to OperatingSystems = '1'. \"Region\" is cast to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..572f20a790e33f2be17ec3a061cd2a78035b80e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:43:24.588483Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:43:27.184919Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:43:40.606317Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..03a5016737b9f72b0e6e6c30e07ec4f02ffd3375 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=VisitorType, measure_col=Region, condition_col=OperatingSystems. +Result preview: [{"VisitorType": "Returning_Visitor", "conditional_percentile": 7.0}, {"VisitorType": "Other", "conditional_percentile": 7.0}, {"VisitorType": "New_Visitor", "conditional_percentile": 7.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5654c8f0e6e407a54c9ce73bad42bb63f2b4e65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_79c6bbe4f8fa53f4 +-- problem_id: v2p_m6_aae840f725483529 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "VisitorType", + CAST("Region" AS REAL) AS "Region" + FROM "m6" + WHERE "OperatingSystems" = '1' +), +"ranked" AS ( + SELECT + "VisitorType", + "Region", + ROW_NUMBER() OVER ( + PARTITION BY "VisitorType" + ORDER BY "Region" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "VisitorType" + ) AS "cnt" + FROM "filtered" +) +SELECT + "VisitorType", + MIN("Region") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= ((9 * "cnt") + 9) / 10 +GROUP BY "VisitorType" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a197bce7af8d8c2c85accda239525d85fca5ebab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"VisitorType\",\n CAST(\"Region\" AS REAL) AS \"Region\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" = '1'\n),\n\"ranked\" AS (\n SELECT\n \"VisitorType\",\n \"Region\",\n ROW_NUMBER() OVER (\n PARTITION BY \"VisitorType\"\n ORDER BY \"Region\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"VisitorType\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"VisitorType\",\n MIN(\"Region\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= ((9 * \"cnt\") + 9) / 10\nGROUP BY \"VisitorType\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"Region\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" = '1'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Region\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ORDER BY \\\"Region\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"VisitorType\\\",\\n MIN(\\\"Region\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= ((9 * \\\"cnt\\\") + 9) / 10\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"VisitorType\", \"conditional_percentile\"], \"rows\": [{\"VisitorType\": \"Returning_Visitor\", \"conditional_percentile\": 7.0}, {\"VisitorType\": \"Other\", \"conditional_percentile\": 7.0}, {\"VisitorType\": \"New_Visitor\", \"conditional_percentile\": 7.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8291672a268bc4c57b9359908896c5899a8b97ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:43:24.313009+00:00", + "ended_at": "2026-05-04T08:43:41.773891+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_79c6bbe4f8fa53f4", + "problem_id": "v2p_m6_aae840f725483529", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=VisitorType, measure_col=Region, condition_col=OperatingSystems.", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Region", + "condition_col": "OperatingSystems", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_79c6bbe4f8fa53f4.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_79c6bbe4f8fa53f4", + "api_calls": 0, + "input_tokens": 22982, + "cached_input_tokens": 21888, + "output_tokens": 451, + "total_tokens": 23433, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2891, + "estimated_output_tokens": 259, + "estimated_total_tokens": 3150, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17414.79, + "sql_execution_elapsed_ms_total": 13.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_79c6bbe4f8fa53f4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9166e1b87e03de962b380eef2e5b3d3811d0d9de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:43:41.750973+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17414.79, "started_at": "2026-05-04T08:43:24.317355+00:00", "ended_at": "2026-05-04T08:43:41.731529+00:00", "prompt_metrics": {"chars": 10916, "bytes_utf8": 10916, "lines": 317, "estimated_tokens": 2891}, "response_metrics": {"chars": 927, "bytes_utf8": 927, "lines": 1, "estimated_tokens": 259}, "usage": {"input_tokens": 22982, "cached_input_tokens": 21888, "output_tokens": 451}, "stderr_preview": "2026-05-04T08:43:24.588483Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:43:27.184919Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = ((9 * \\\"cnt\\\") + 9) / 10\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile within each VisitorType after filtering to OperatingSystems = '1'. \\\"Region\\\" is cast to REAL because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2be87b56111cd6ddafb55572855c308660a3aa49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_79c6bbe4f8fa53f4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_79c6bbe4f8fa53f4", + "api_calls": 0, + "input_tokens": 22982, + "cached_input_tokens": 21888, + "output_tokens": 451, + "total_tokens": 23433, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2891, + "estimated_output_tokens": 259, + "estimated_total_tokens": 3150, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17414.79, + "sql_execution_elapsed_ms_total": 13.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_79c6bbe4f8fa53f4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b05353d95266815f69405406233d391b6a50a81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10758, "bytes_utf8": 10758, "lines": 313, "estimated_tokens": 2896}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 531, "bytes_utf8": 531, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 22985, "cached_input_tokens": 21888, "output_tokens": 182}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a09894e308577c7947bc419637edfc725a420950 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7a5da5128f515649", + "api_calls": 0, + "input_tokens": 22985, + "cached_input_tokens": 21888, + "output_tokens": 182, + "total_tokens": 23167, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 145, + "estimated_total_tokens": 3041, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12229.93, + "sql_execution_elapsed_ms_total": 8.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_7a5da5128f515649\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2aa74190a6a6d7bcb899d5dd3dcc46a1808656dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:57:36.858305+00:00", + "ended_at": "2026-05-04T08:57:49.086834+00:00", + "elapsed_ms": 12229.93, + "prompt_metrics": { + "chars": 10758, + "bytes_utf8": 10758, + "lines": 313, + "estimated_tokens": 2896 + }, + "stdout_metrics": { + "chars": 852, + "bytes_utf8": 852, + "lines": 4, + "estimated_tokens": 251 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13190 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 531, + "bytes_utf8": 531, + "lines": 1, + "estimated_tokens": 145 + }, + "usage": { + "input_tokens": 22985, + "cached_input_tokens": 21888, + "output_tokens": 182 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..edccd80d304ef3ab048a4027cbf8ec0dcd7f257d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,313 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "SpecialDay", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..762e383726033736c0ebb938434fbddfe8aa81b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-0fdb-76e1-8f79-4797bd3c5f40"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=SpecialDay, target_col=VisitorType, target_value='Returning_Visitor', min_support=5, and top_k=13. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22985,"cached_input_tokens":21888,"output_tokens":182}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9991b25d4025741c826c1e7b5b76dec057faedc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"SpecialDay\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=SpecialDay, target_col=VisitorType, target_value='Returning_Visitor', min_support=5, and top_k=13. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec3f72383e23317f3d97b5919a1d55ed44765efe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:57:37.042402Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:39.442187Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:48.331202Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..238c8f20b89ba06279d762f4c1cebf42fcbaa823 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, target_col=VisitorType. +Result preview: [{"SpecialDay": "0.8", "support": 325, "focus_rate": 0.9723076923076923}, {"SpecialDay": "0.4", "support": 243, "focus_rate": 0.9588477366255144}, {"SpecialDay": "0.2", "support": 178, "focus_rate": 0.949438202247191}, {"SpecialDay": "1", "support": 154, "focus_rate": 0.948051948051948}, {"SpecialDay": "0.6", "support": 351, "focus_rate": 0.9373219373219374}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ebd29f06a54197ea38ab9cfaac004be0c6077f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_7a5da5128f515649 +-- problem_id: v2p_m6_7c08dff621d23925 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "SpecialDay" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d9556c629576d8dbdd9adcbe0e3042f9e7f4578 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"SpecialDay\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\", \"columns\": [\"SpecialDay\", \"support\", \"focus_rate\"], \"rows\": [{\"SpecialDay\": \"0.8\", \"support\": 325, \"focus_rate\": 0.9723076923076923}, {\"SpecialDay\": \"0.4\", \"support\": 243, \"focus_rate\": 0.9588477366255144}, {\"SpecialDay\": \"0.2\", \"support\": 178, \"focus_rate\": 0.949438202247191}, {\"SpecialDay\": \"1\", \"support\": 154, \"focus_rate\": 0.948051948051948}, {\"SpecialDay\": \"0.6\", \"support\": 351, \"focus_rate\": 0.9373219373219374}, {\"SpecialDay\": \"0\", \"support\": 11079, \"focus_rate\": 0.8446610704937269}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..87fd43cd03b6bdbab0b561d4947b0c0fecfba43b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:57:36.853276+00:00", + "ended_at": "2026-05-04T08:57:49.121724+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_7a5da5128f515649", + "problem_id": "v2p_m6_7c08dff621d23925", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_7a5da5128f515649.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7a5da5128f515649", + "api_calls": 0, + "input_tokens": 22985, + "cached_input_tokens": 21888, + "output_tokens": 182, + "total_tokens": 23167, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 145, + "estimated_total_tokens": 3041, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12229.93, + "sql_execution_elapsed_ms_total": 8.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_7a5da5128f515649\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22175b1045e86e302521f3d646c820b70a7200e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:57:49.105825+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12229.93, "started_at": "2026-05-04T08:57:36.858305+00:00", "ended_at": "2026-05-04T08:57:49.086834+00:00", "prompt_metrics": {"chars": 10758, "bytes_utf8": 10758, "lines": 313, "estimated_tokens": 2896}, "response_metrics": {"chars": 531, "bytes_utf8": 531, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 22985, "cached_input_tokens": 21888, "output_tokens": 182}, "stderr_preview": "2026-05-04T08:57:37.042402Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:39.442187Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=SpecialDay, target_col=VisitorType, target_value='Returning_Visitor', min_support=5, and top_k=13. SQLite-compatible and single-table only.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c3a87e3e87b11702b05b9375a3bfc762d7ba3066 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7a5da5128f515649/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7a5da5128f515649", + "api_calls": 0, + "input_tokens": 22985, + "cached_input_tokens": 21888, + "output_tokens": 182, + "total_tokens": 23167, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 145, + "estimated_total_tokens": 3041, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12229.93, + "sql_execution_elapsed_ms_total": 8.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_7a5da5128f515649\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8cf1297e0fceebbfe5e609653a5bfb6998c527ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10692, "bytes_utf8": 10692, "lines": 315, "estimated_tokens": 2847}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22938, "cached_input_tokens": 22400, "output_tokens": 164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..47c1dad0954238cec3099f8058d10481b24165a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7dd761464cfbe7a8", + "api_calls": 0, + "input_tokens": 22938, + "cached_input_tokens": 22400, + "output_tokens": 164, + "total_tokens": 23102, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2847, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2954, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11811.3, + "sql_execution_elapsed_ms_total": 8.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_7dd761464cfbe7a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c283a8ccb77a9085952157bd1ac0ed3b1448cb01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:31:38.045919+00:00", + "ended_at": "2026-05-04T08:31:49.857218+00:00", + "elapsed_ms": 11811.3, + "prompt_metrics": { + "chars": 10692, + "bytes_utf8": 10692, + "lines": 315, + "estimated_tokens": 2847 + }, + "stdout_metrics": { + "chars": 779, + "bytes_utf8": 779, + "lines": 4, + "estimated_tokens": 215 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13245 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 454, + "bytes_utf8": 454, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 22938, + "cached_input_tokens": 22400, + "output_tokens": 164 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3f2f4f4def4b34af0469976c0b42e92eecf811e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Informational, condition_col=VisitorType.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Informational", + "condition_col": "VisitorType", + "condition_value": "New_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7c65429e72e8e6fb23fbc8573adbbb1e317a450 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-46f0-74a3-95a6-9dfb394a2111"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Informational\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"Informational\\\" and condition_col=\\\"VisitorType\\\", measuring the within-group proportion of rows where VisitorType is New_Visitor.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22938,"cached_input_tokens":22400,"output_tokens":164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9002c7af02be8085b0e56cd58177b37a6e02923f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Informational\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Informational\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"Informational\" and condition_col=\"VisitorType\", measuring the within-group proportion of rows where VisitorType is New_Visitor."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41fc048ae231459ea84ee4dd6af1771ee6630fd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:38.320523Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:40.684673Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:48.876085Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b45149eb90f38cae9085c52b0ad2a4b1f0393479 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Informational, condition_col=VisitorType. +Result preview: [{"Informational": "0", "condition_rate": 0.14661305289205073}, {"Informational": "10", "condition_rate": 0.14285714285714285}, {"Informational": "2", "condition_rate": 0.12087912087912088}, {"Informational": "1", "condition_rate": 0.11239193083573487}, {"Informational": "4", "condition_rate": 0.10810810810810811}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..37456276901c2ad2750f6eb3b5f7487e8fa02df1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_7dd761464cfbe7a8 +-- problem_id: v2p_m6_dfd23a0590a0971e +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Informational" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ffe8a9524e68ae9b4a0cde02d6eef74e81bccea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Informational\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Informational\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Informational\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Informational\", \"condition_rate\"], \"rows\": [{\"Informational\": \"0\", \"condition_rate\": 0.14661305289205073}, {\"Informational\": \"10\", \"condition_rate\": 0.14285714285714285}, {\"Informational\": \"2\", \"condition_rate\": 0.12087912087912088}, {\"Informational\": \"1\", \"condition_rate\": 0.11239193083573487}, {\"Informational\": \"4\", \"condition_rate\": 0.10810810810810811}, {\"Informational\": \"6\", \"condition_rate\": 0.07692307692307693}, {\"Informational\": \"3\", \"condition_rate\": 0.07368421052631578}, {\"Informational\": \"9\", \"condition_rate\": 0.06666666666666667}, {\"Informational\": \"5\", \"condition_rate\": 0.06060606060606061}, {\"Informational\": \"7\", \"condition_rate\": 0.027777777777777776}, {\"Informational\": \"8\", \"condition_rate\": 0.0}, {\"Informational\": \"24\", \"condition_rate\": 0.0}, {\"Informational\": \"16\", \"condition_rate\": 0.0}, {\"Informational\": \"14\", \"condition_rate\": 0.0}, {\"Informational\": \"13\", \"condition_rate\": 0.0}, {\"Informational\": \"12\", \"condition_rate\": 0.0}, {\"Informational\": \"11\", \"condition_rate\": 0.0}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.92}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..baa036e9531db312ec8a8f8aba7dfdde6f1c46fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:31:38.042360+00:00", + "ended_at": "2026-05-04T08:31:49.893088+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_7dd761464cfbe7a8", + "problem_id": "v2p_m6_dfd23a0590a0971e", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Informational, condition_col=VisitorType.", + "bindings": { + "group_col": "Informational", + "condition_col": "VisitorType", + "condition_value": "New_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_7dd761464cfbe7a8.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7dd761464cfbe7a8", + "api_calls": 0, + "input_tokens": 22938, + "cached_input_tokens": 22400, + "output_tokens": 164, + "total_tokens": 23102, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2847, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2954, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11811.3, + "sql_execution_elapsed_ms_total": 8.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_7dd761464cfbe7a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35f68549b2f0604374017d410a476cd4a1c32b10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_7dd761464cfbe7a8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:31:49.876286+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11811.3, "started_at": "2026-05-04T08:31:38.045919+00:00", "ended_at": "2026-05-04T08:31:49.857218+00:00", "prompt_metrics": {"chars": 10692, "bytes_utf8": 10692, "lines": 315, "estimated_tokens": 2847}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22938, "cached_input_tokens": 22400, "output_tokens": 164}, "stderr_preview": "2026-05-04T08:31:38.320523Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:40.684673Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=VisitorType, measure_col=Administrative_Duration.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Administrative_Duration", + "item_col": "BounceRates", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd856698784d5715550c05adca7792474adf4471 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-4ffd-7f41-aa6f-b9e4d09d5987"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"VisitorType\\\", \\\"BounceRates\\\",\\n SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Administrative_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"VisitorType\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\", \\\"BounceRates\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned Within-Group Share of Total template with group_col=\\\"VisitorType\\\", item_col=\\\"BounceRates\\\", and measure_col=\\\"Administrative_Duration\\\". CAST to REAL is used because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22991,"cached_input_tokens":21888,"output_tokens":209}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a063c850627dbbfabf67d3b3969509b1a7a8d5fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"VisitorType\", \"BounceRates\",\n SUM(CAST(\"Administrative_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"Administrative_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Administrative_Duration\" AS REAL))) OVER (PARTITION BY \"VisitorType\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"VisitorType\", \"BounceRates\"\nORDER BY share_within_group DESC;","notes":"Applied the planned Within-Group Share of Total template with group_col=\"VisitorType\", item_col=\"BounceRates\", and measure_col=\"Administrative_Duration\". CAST to REAL is used because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..984265552643bee976c96f8b6e349f585bb55091 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:38:13.826213Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:38:16.254592Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:38:26.367207Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..05f7de0648f4eeab7da6e62e6cb449f1da822a23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=VisitorType, measure_col=Administrative_Duration. +Result preview: [{"VisitorType": "Other", "BounceRates": "0", "total_measure": 5294.62500003, "share_within_group": 99.35261417212385}, {"VisitorType": "New_Visitor", "BounceRates": "0", "total_measure": 136439.722344237, "share_within_group": 87.63113627691219}, {"VisitorType": "Returning_Visitor", "BounceRates": "0", "total_measure": 256696.57736217, "share_within_group": 30.724936788499512}, {"VisitorType": "New_Visitor", "BounceRates": "0.005263158", "total_measure": 2576.333333, "share_within_group": 1.6547015306089885}, {"VisitorType": "Returning_Visitor", "BounceRates": "0.008333333", "total_measure": 6148.73007918, "share_within_group": 0.7359636227085613}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..75f0049e833b205f16cc22d94bd37a144f68202f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_8060dc8e9c73e4ab +-- problem_id: v2p_m6_86690a8a85635588 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", "BounceRates", + SUM(CAST("Administrative_Duration" AS REAL)) AS total_measure, + SUM(CAST("Administrative_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("Administrative_Duration" AS REAL))) OVER (PARTITION BY "VisitorType") AS share_within_group +FROM "m6" +GROUP BY "VisitorType", "BounceRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fbcd3a5f515f2eb12cc97eae2b076dcf7fd274a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"VisitorType\", \"BounceRates\",\n SUM(CAST(\"Administrative_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"Administrative_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Administrative_Duration\" AS REAL))) OVER (PARTITION BY \"VisitorType\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"VisitorType\", \"BounceRates\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"VisitorType\\\", \\\"BounceRates\\\",\\n SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Administrative_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"VisitorType\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\", \\\"BounceRates\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"VisitorType\", \"BounceRates\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"VisitorType\": \"Other\", \"BounceRates\": \"0\", \"total_measure\": 5294.62500003, \"share_within_group\": 99.35261417212385}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0\", \"total_measure\": 136439.722344237, \"share_within_group\": 87.63113627691219}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0\", \"total_measure\": 256696.57736217, \"share_within_group\": 30.724936788499512}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.005263158\", \"total_measure\": 2576.333333, \"share_within_group\": 1.6547015306089885}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.008333333\", \"total_measure\": 6148.73007918, \"share_within_group\": 0.7359636227085613}, {\"VisitorType\": \"Other\", \"BounceRates\": \"0.008695652\", \"total_measure\": 34.5, \"share_within_group\": 0.647385827876167}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.007692308\", \"total_measure\": 5352.81666663, \"share_within_group\": 0.640697883129902}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.006666667\", \"total_measure\": 5070.324658163, \"share_within_group\": 0.6068853983956042}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.018181818\", \"total_measure\": 4747.08333333, \"share_within_group\": 0.5681954813932732}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.008\", \"total_measure\": 4683.32499993, \"share_within_group\": 0.5605640171034663}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.011764706\", \"total_measure\": 4579.46309521, \"share_within_group\": 0.5481324120931945}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.010526316\", \"total_measure\": 847.1, \"share_within_group\": 0.544066890966579}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.0125\", \"total_measure\": 4474.46666663, \"share_within_group\": 0.5355650118407668}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.006060606\", \"total_measure\": 4452.294444133, \"share_within_group\": 0.5329111387674234}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.004347826\", \"total_measure\": 4434.739579, \"share_within_group\": 0.5308099338075261}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.00952381\", \"total_measure\": 824.6333334, \"share_within_group\": 0.5296372256998517}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.016666667\", \"total_measure\": 4241.71361787, \"share_within_group\": 0.5077059621254609}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.013333333\", \"total_measure\": 4218.43361124, \"share_within_group\": 0.5049194943840799}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.004545455\", \"total_measure\": 3897.19357143, \"share_within_group\": 0.4664691183856039}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.025\", \"total_measure\": 3842.98690483, \"share_within_group\": 0.4599809274563948}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.004761905\", \"total_measure\": 3823.38833327, \"share_within_group\": 0.4576351039221905}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.002564103\", \"total_measure\": 712.0, \"share_within_group\": 0.45729621811852705}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.015384615\", \"total_measure\": 3817.67974633, \"share_within_group\": 0.45695182261518763}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.011111111\", \"total_measure\": 3792.79404766, \"share_within_group\": 0.45397316381719904}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.02\", \"total_measure\": 3715.4630953299998, \"share_within_group\": 0.4447171439413225}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.022222222\", \"total_measure\": 691.7666667, \"share_within_group\": 0.444300955761755}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.018181818\", \"total_measure\": 674.25, \"share_within_group\": 0.4330505267786754}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.008695652\", \"total_measure\": 3542.91712608, \"share_within_group\": 0.4240644961623969}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.004166667\", \"total_measure\": 3494.05476153, \"share_within_group\": 0.4182159839712226}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.002325581\", \"total_measure\": 3469.7894443, \"share_within_group\": 0.41531158085955683}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.007142857\", \"total_measure\": 3468.9876912, \"share_within_group\": 0.41521561614677954}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.007407407\", \"total_measure\": 3429.30098073, \"share_within_group\": 0.41046537100107255}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.005555556\", \"total_measure\": 3418.975000063, \"share_within_group\": 0.4092294172282055}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.000764406\", \"total_measure\": 3398.75, \"share_within_group\": 0.406808614212954}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.00952381\", \"total_measure\": 3385.54999997, \"share_within_group\": 0.4052286587234901}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.04\", \"total_measure\": 629.15, \"share_within_group\": 0.40408415116470686}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.05\", \"total_measure\": 3373.13, \"share_within_group\": 0.40374206424719133}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.01\", \"total_measure\": 3361.9797619, \"share_within_group\": 0.40240745213697277}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.013333333\", \"total_measure\": 597.3, \"share_within_group\": 0.38362785264353394}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.003472222\", \"total_measure\": 576.6208333, \"share_within_group\": 0.3703462448826455}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.022222222\", \"total_measure\": 3042.40833337, \"share_within_group\": 0.36415679822528657}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.010526316\", \"total_measure\": 3024.79999997, \"share_within_group\": 0.3620491934561645}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.015384615\", \"total_measure\": 558.75000003, \"share_within_group\": 0.35886834534753637}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.007407407\", \"total_measure\": 554.75, \"share_within_group\": 0.3562992654511979}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.033333333\", \"total_measure\": 2966.50416663, \"share_within_group\": 0.3550715554494165}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.005263158\", \"total_measure\": 2932.47803034, \"share_within_group\": 0.3509988447907461}, {\"VisitorType\": \"Returning_Visitor\", \"BounceRates\": \"0.005882353\", \"total_measure\": 2929.12951287, \"share_within_group\": 0.35059804868875605}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.014285714\", \"total_measure\": 539.58333337, \"share_within_group\": 0.3465581709408559}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.0125\", \"total_measure\": 529.0, \"share_within_group\": 0.33976081374255734}, {\"VisitorType\": \"New_Visitor\", \"BounceRates\": \"0.006451613\", \"total_measure\": 514.50000003, \"share_within_group\": 0.33044789920744533}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 26.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d2111f8c89c141484268feceaf1bf3f69ecedc5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:38:13.607039+00:00", + "ended_at": "2026-05-04T08:38:27.224901+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_8060dc8e9c73e4ab", + "problem_id": "v2p_m6_86690a8a85635588", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=VisitorType, measure_col=Administrative_Duration.", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Administrative_Duration", + "item_col": "BounceRates", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_8060dc8e9c73e4ab.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8060dc8e9c73e4ab", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 21888, + "output_tokens": 209, + "total_tokens": 23200, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 164, + "estimated_total_tokens": 3064, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13558.78, + "sql_execution_elapsed_ms_total": 26.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_8060dc8e9c73e4ab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff330487e8cffff85ef94bb28001ce86144e5923 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8060dc8e9c73e4ab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:38:27.189796+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13558.78, "started_at": "2026-05-04T08:38:13.610893+00:00", "ended_at": "2026-05-04T08:38:27.170416+00:00", "prompt_metrics": {"chars": 10846, "bytes_utf8": 10846, "lines": 314, "estimated_tokens": 2900}, "response_metrics": {"chars": 676, "bytes_utf8": 676, "lines": 1, "estimated_tokens": 164}, "usage": {"input_tokens": 22991, "cached_input_tokens": 21888, "output_tokens": 209}, "stderr_preview": "2026-05-04T08:38:13.826213Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:38:16.254592Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=VisitorType.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "VisitorType", + "predicate_col": "ProductRelated_Duration", + "predicate_op": ">=", + "predicate_value": 1464.157214, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e3977f98999af0f6688dbeb6b12e62c2b32e1d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-1c5b-7511-9e63-1b8e60bcdff8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"VisitorType\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated_Duration\\\" AS REAL) >= 1464.157214\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"VisitorType\\\" and predicate_col bound to \\\"ProductRelated_Duration\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22923,"cached_input_tokens":19840,"output_tokens":135}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a819fe990bba481a23a0d3e4448dc6cc7999514e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"VisitorType\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"ProductRelated_Duration\" AS REAL) >= 1464.157214\nGROUP BY \"VisitorType\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"VisitorType\" and predicate_col bound to \"ProductRelated_Duration\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ddc473e45c58d937a3daea38ed6b98d64da6dfa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:53.267397Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:55.718126Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:05.610213Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4eafe307e5b9c367668b53800a3ea7edfbb38965 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=VisitorType. +Result preview: [{"VisitorType": "Returning_Visitor", "support": 2915}, {"VisitorType": "New_Visitor", "support": 161}, {"VisitorType": "Other", "support": 7}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd085f5a4d3d80456318d251046fb7a3408aad12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_813ee2043ff77cb3 +-- problem_id: v2p_m6_6175b02c8cde910b +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", COUNT(*) AS support +FROM "m6" +WHERE CAST("ProductRelated_Duration" AS REAL) >= 1464.157214 +GROUP BY "VisitorType" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6bb400213d591938543291b90250d9d6c3406941 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"VisitorType\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"ProductRelated_Duration\" AS REAL) >= 1464.157214\nGROUP BY \"VisitorType\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"VisitorType\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated_Duration\\\" AS REAL) >= 1464.157214\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"VisitorType\", \"support\"], \"rows\": [{\"VisitorType\": \"Returning_Visitor\", \"support\": 2915}, {\"VisitorType\": \"New_Visitor\", \"support\": 161}, {\"VisitorType\": \"Other\", \"support\": 7}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b1288d54c0233aca62bf906c8af209c6e625d0e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:12:53.054688+00:00", + "ended_at": "2026-05-04T08:13:06.320379+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_813ee2043ff77cb3", + "problem_id": "v2p_m6_6175b02c8cde910b", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=VisitorType.", + "bindings": { + "group_col": "VisitorType", + "predicate_col": "ProductRelated_Duration", + "predicate_op": ">=", + "predicate_value": 1464.157214, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_813ee2043ff77cb3.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_813ee2043ff77cb3", + "api_calls": 0, + "input_tokens": 22923, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 23058, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2834, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2953, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13228.1, + "sql_execution_elapsed_ms_total": 6.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_813ee2043ff77cb3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..948e5d70d68cdec3ccc6b1c0904165cdbd2ecf3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:06.307080+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13228.1, "started_at": "2026-05-04T08:12:53.058670+00:00", "ended_at": "2026-05-04T08:13:06.286389+00:00", "prompt_metrics": {"chars": 10620, "bytes_utf8": 10620, "lines": 314, "estimated_tokens": 2834}, "response_metrics": {"chars": 499, "bytes_utf8": 499, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22923, "cached_input_tokens": 19840, "output_tokens": 135}, "stderr_preview": "2026-05-04T08:12:53.267397Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:55.718126Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 1464.157214\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"VisitorType\\\" and predicate_col bound to \\\"ProductRelated_Duration\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..97f0428df00ff25126e1799a19d6cf83087bf6f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_813ee2043ff77cb3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_813ee2043ff77cb3", + "api_calls": 0, + "input_tokens": 22923, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 23058, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2834, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2953, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13228.1, + "sql_execution_elapsed_ms_total": 6.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_813ee2043ff77cb3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_827f75d4311b478b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_827f75d4311b478b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5de2988b8f60ec9f9c51f2ea1185ddb1e5a52d8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_827f75d4311b478b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"BounceRates": "0", "support": 5518, "avg_response": 18.76925883257883}, {"BounceRates": "0.2", "support": 700, "avg_response": 0.0}, {"BounceRates": "0.066666667", "support": 134, "avg_response": 7.4888059701492535}, {"BounceRates": "0.028571429", "support": 115, "avg_response": 5.745652173913044}, {"BounceRates": "0.05", "support": 113, "avg_response": 8.605309734513273}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_827f75d4311b478b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_827f75d4311b478b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..939c1da6aa53b491ac321d382a2e066d842ed3b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_827f75d4311b478b/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_827f75d4311b478b +-- problem_id: v2p_m6_7a8b61825f3ed840 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "BounceRates", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "BounceRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_827f75d4311b478b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_827f75d4311b478b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f6c1a1f7a103f55db54d8943f82167ce8f41da0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_827f75d4311b478b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_827f75d4311b478b\n-- problem_id: v2p_m6_7a8b61825f3ed840\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"BounceRates\",\n COUNT(*) AS support,\n AVG(\"Informational_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"BounceRates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_827f75d4311b478b\\n-- problem_id: v2p_m6_7a8b61825f3ed840\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"BounceRates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"BounceRates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"BounceRates\", \"support\", \"avg_response\"], \"rows\": [{\"BounceRates\": \"0\", \"support\": 5518, \"avg_response\": 18.76925883257883}, {\"BounceRates\": \"0.2\", \"support\": 700, \"avg_response\": 0.0}, {\"BounceRates\": \"0.066666667\", \"support\": 134, \"avg_response\": 7.4888059701492535}, {\"BounceRates\": \"0.028571429\", \"support\": 115, \"avg_response\": 5.745652173913044}, {\"BounceRates\": \"0.05\", \"support\": 113, \"avg_response\": 8.605309734513273}, {\"BounceRates\": \"0.033333333\", \"support\": 101, \"avg_response\": 7.9660066003267325}, {\"BounceRates\": \"0.025\", \"support\": 100, \"avg_response\": 14.9225}, {\"BounceRates\": \"0.016666667\", \"support\": 99, \"avg_response\": 42.55824915858586}, {\"BounceRates\": \"0.1\", \"support\": 98, \"avg_response\": 0.0}, {\"BounceRates\": \"0.04\", \"support\": 96, \"avg_response\": 3.59375}, {\"BounceRates\": \"0.02\", \"support\": 91, \"avg_response\": 41.12527472527473}, {\"BounceRates\": \"0.022222222\", \"support\": 88, \"avg_response\": 18.15284090909091}, {\"BounceRates\": \"0.0125\", \"support\": 85, \"avg_response\": 12.330588235294117}, {\"BounceRates\": \"0.018181818\", \"support\": 81, \"avg_response\": 10.819753086419754}, {\"BounceRates\": \"0.015384615\", \"support\": 76, \"avg_response\": 35.02697368421053}, {\"BounceRates\": \"0.014285714\", \"support\": 73, \"avg_response\": 41.30205479452055}, {\"BounceRates\": \"0.008333333\", \"support\": 72, \"avg_response\": 33.07013888888889}, {\"BounceRates\": \"0.011111111\", \"support\": 62, \"avg_response\": 15.901881720967742}, {\"BounceRates\": \"0.01\", \"support\": 61, \"avg_response\": 15.145901639344261}, {\"BounceRates\": \"0.013333333\", \"support\": 54, \"avg_response\": 20.299470899444444}, {\"BounceRates\": \"0.007692308\", \"support\": 53, \"avg_response\": 26.26933962264151}, {\"BounceRates\": \"0.006666667\", \"support\": 51, \"avg_response\": 29.510065358823528}, {\"BounceRates\": \"0.00952381\", \"support\": 51, \"avg_response\": 11.721241829411765}, {\"BounceRates\": \"0.009090909\", \"support\": 47, \"avg_response\": 45.473404255319146}, {\"BounceRates\": \"0.010526316\", \"support\": 45, \"avg_response\": 18.439999999999998}, {\"BounceRates\": \"0.011764706\", \"support\": 44, \"avg_response\": 34.13181818022727}, {\"BounceRates\": \"0.005555556\", \"support\": 42, \"avg_response\": 1.861904761904762}, {\"BounceRates\": \"0.007407407\", \"support\": 39, \"avg_response\": 11.666666666666666}, {\"BounceRates\": \"0.007142857\", \"support\": 35, \"avg_response\": 53.10523809428571}, {\"BounceRates\": \"0.004545455\", \"support\": 34, \"avg_response\": 39.186519608823524}, {\"BounceRates\": \"0.00625\", \"support\": 32, \"avg_response\": 56.2875}, {\"BounceRates\": \"0.005\", \"support\": 31, \"avg_response\": 20.206451612903226}, {\"BounceRates\": \"0.005128205\", \"support\": 30, \"avg_response\": 46.69222222333334}, {\"BounceRates\": \"0.036363636\", \"support\": 30, \"avg_response\": 9.546666666666665}, {\"BounceRates\": \"0.004761905\", \"support\": 29, \"avg_response\": 86.26954023103448}, {\"BounceRates\": \"0.005405405\", \"support\": 29, \"avg_response\": 30.491666666551726}, {\"BounceRates\": \"0.008695652\", \"support\": 29, \"avg_response\": 11.63546798034483}, {\"BounceRates\": \"0.004347826\", \"support\": 29, \"avg_response\": 9.53448275862069}, {\"BounceRates\": \"0.006451613\", \"support\": 28, \"avg_response\": 71.40833333214286}, {\"BounceRates\": \"0.044444444\", \"support\": 28, \"avg_response\": 21.21071428571429}, {\"BounceRates\": \"0.005263158\", \"support\": 27, \"avg_response\": 25.1037037037037}, {\"BounceRates\": \"0.004166667\", \"support\": 27, \"avg_response\": 21.219753086296297}, {\"BounceRates\": \"0.005714286\", \"support\": 26, \"avg_response\": 144.79999999884615}, {\"BounceRates\": \"0.008\", \"support\": 26, \"avg_response\": 87.8048076923077}, {\"BounceRates\": \"0.005882353\", \"support\": 26, \"avg_response\": 58.05201465269231}, {\"BounceRates\": \"0.006060606\", \"support\": 26, \"avg_response\": 10.11923076923077}, {\"BounceRates\": \"0.026666667\", \"support\": 26, \"avg_response\": 1.9615384615384615}, {\"BounceRates\": \"0.014814815\", \"support\": 25, \"avg_response\": 11.937999999999999}, {\"BounceRates\": \"0.057142857\", \"support\": 24, \"avg_response\": 26.813194445833332}, {\"BounceRates\": \"0.08\", \"support\": 24, \"avg_response\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_827f75d4311b478b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_827f75d4311b478b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b0af74ee1035b347b5bfe73179b1e06646122ff7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_827f75d4311b478b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.492825+00:00", + "ended_at": "2026-05-04T09:03:22.507333+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_827f75d4311b478b", + "problem_id": "v2p_m6_7a8b61825f3ed840", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational_Duration, key_col=BounceRates.", + "bindings": { + "key_col": "BounceRates", + "measure_col": "Informational_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=21", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 21, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_827f75d4311b478b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_827f75d4311b478b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_827f75d4311b478b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_827f75d4311b478b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..646e1320416c069384e569e6d824859ffe81aebb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10692, "bytes_utf8": 10692, "lines": 316, "estimated_tokens": 2860}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22949, "cached_input_tokens": 21888, "output_tokens": 163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ecac07db8ed5cc34607d398b0954de7d6c7331a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_82ea2041ff6c2af9", + "api_calls": 0, + "input_tokens": 22949, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 23112, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2860, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2981, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11278.97, + "sql_execution_elapsed_ms_total": 9.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_82ea2041ff6c2af9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eea579132bee5f8cbc9d46c79bb1f63192fac940 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:19:54.952483+00:00", + "ended_at": "2026-05-04T08:20:06.231728+00:00", + "elapsed_ms": 11278.97, + "prompt_metrics": { + "chars": 10692, + "bytes_utf8": 10692, + "lines": 316, + "estimated_tokens": 2860 + }, + "stdout_metrics": { + "chars": 822, + "bytes_utf8": 822, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13280 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 488, + "bytes_utf8": 488, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22949, + "cached_input_tokens": 21888, + "output_tokens": 163 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca658fd8d8f774a5d6151ce19770b1970d492070 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=VisitorType, measure_col=TrafficType.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "VisitorType", + "measure_col": "TrafficType", + "predicate_col": "SpecialDay", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca0e30cb18a4e801fa3a983a43df7625b92831b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-8c47-7f23-acca-fa70f0058b02"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"VisitorType\\\", SUM(CAST(\\\"TrafficType\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"SpecialDay\\\" AS REAL) >= 0.0\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"VisitorType\\\", measure_col=\\\"TrafficType\\\", predicate_col=\\\"SpecialDay\\\". Casted TEXT-typed numeric fields to REAL for SQLite-compatible numeric filtering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22949,"cached_input_tokens":21888,"output_tokens":163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85c70ff4952c1944537b90eaede0a0eec02ca228 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"VisitorType\", SUM(CAST(\"TrafficType\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"SpecialDay\" AS REAL) >= 0.0\nGROUP BY \"VisitorType\"\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the required template with bound roles: group_col=\"VisitorType\", measure_col=\"TrafficType\", predicate_col=\"SpecialDay\". Casted TEXT-typed numeric fields to REAL for SQLite-compatible numeric filtering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5509ac88fc0d6b8595f1d34047fcdf405d91d17e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:55.132552Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:57.486030Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:05.477205Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e95d14246b51417f88d46f0c0d3ec3d19b9804f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=VisitorType, measure_col=TrafficType. +Result preview: [{"VisitorType": "Returning_Visitor", "total_measure": 42481.0}, {"VisitorType": "New_Visitor", "total_measure": 6534.0}, {"VisitorType": "Other", "total_measure": 1163.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e3576bf19e957af8ae160f9d90c555500e88564 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_82ea2041ff6c2af9 +-- problem_id: v2p_m6_60c42108035a7c4e +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", SUM(CAST("TrafficType" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("SpecialDay" AS REAL) >= 0.0 +GROUP BY "VisitorType" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2f2539a12e9bc48bd6e30e7eab00ee1653214e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"VisitorType\", SUM(CAST(\"TrafficType\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"SpecialDay\" AS REAL) >= 0.0\nGROUP BY \"VisitorType\"\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"VisitorType\\\", SUM(CAST(\\\"TrafficType\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"SpecialDay\\\" AS REAL) >= 0.0\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"VisitorType\", \"total_measure\"], \"rows\": [{\"VisitorType\": \"Returning_Visitor\", \"total_measure\": 42481.0}, {\"VisitorType\": \"New_Visitor\", \"total_measure\": 6534.0}, {\"VisitorType\": \"Other\", \"total_measure\": 1163.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.56}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c95472d421c673781e4081d52936cd4c383f80b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:19:54.948998+00:00", + "ended_at": "2026-05-04T08:20:06.267850+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_82ea2041ff6c2af9", + "problem_id": "v2p_m6_60c42108035a7c4e", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=VisitorType, measure_col=TrafficType.", + "bindings": { + "group_col": "VisitorType", + "measure_col": "TrafficType", + "predicate_col": "SpecialDay", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_82ea2041ff6c2af9.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_82ea2041ff6c2af9", + "api_calls": 0, + "input_tokens": 22949, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 23112, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2860, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2981, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11278.97, + "sql_execution_elapsed_ms_total": 9.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_82ea2041ff6c2af9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea53ff3c44a285bea6b2608ee1ecaf307379e2f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:06.250427+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11278.97, "started_at": "2026-05-04T08:19:54.952483+00:00", "ended_at": "2026-05-04T08:20:06.231728+00:00", "prompt_metrics": {"chars": 10692, "bytes_utf8": 10692, "lines": 316, "estimated_tokens": 2860}, "response_metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22949, "cached_input_tokens": 21888, "output_tokens": 163}, "stderr_preview": "2026-05-04T08:19:55.132552Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:57.486030Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"VisitorType\\\", measure_col=\\\"TrafficType\\\", predicate_col=\\\"SpecialDay\\\". Casted TEXT-typed numeric fields to REAL for SQLite-compatible numeric filtering and aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..02e88b67b44a8749a4306b9740fd6292e6d199ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_82ea2041ff6c2af9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_82ea2041ff6c2af9", + "api_calls": 0, + "input_tokens": 22949, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 23112, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2860, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2981, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11278.97, + "sql_execution_elapsed_ms_total": 9.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_82ea2041ff6c2af9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ba2eba82414f2cb4736607c0913e64bc99ba81a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10574, "bytes_utf8": 10574, "lines": 312, "estimated_tokens": 2813}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 829, "bytes_utf8": 829, "lines": 1, "estimated_tokens": 231}, "usage": {"input_tokens": 22904, "cached_input_tokens": 21888, "output_tokens": 392}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d3d3b2f7bb31b8c728bcfaba7023c7ef5fcba9c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8351c0bb8a32dbe7", + "api_calls": 0, + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 392, + "total_tokens": 23296, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2813, + "estimated_output_tokens": 231, + "estimated_total_tokens": 3044, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17839.38, + "sql_execution_elapsed_ms_total": 44.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_8351c0bb8a32dbe7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..64d3261b0517ae60ed6b650a94f0fd10a404074a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:50:29.718917+00:00", + "ended_at": "2026-05-04T08:50:47.557790+00:00", + "elapsed_ms": 17839.38, + "prompt_metrics": { + "chars": 10574, + "bytes_utf8": 10574, + "lines": 312, + "estimated_tokens": 2813 + }, + "stdout_metrics": { + "chars": 1235, + "bytes_utf8": 1235, + "lines": 4, + "estimated_tokens": 389 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 829, + "bytes_utf8": 829, + "lines": 1, + "estimated_tokens": 231 + }, + "usage": { + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 392 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b08dde02698ce869d63039da679f08543fe8d6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Revenue, measure_col=Browser.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Revenue", + "measure_col": "Browser", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dac8527d85c45b4b647f36c72c4321151e28f04f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-8b56-7550-9de4-5ecc2ebae86e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n CAST(\\\"Browser\\\" AS REAL) AS \\\"browser_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ORDER BY CAST(\\\"Browser\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" IS NOT NULL\\n AND \\\"Browser\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"Revenue\\\",\\n MIN(\\\"browser_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"Revenue\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the template for SQLite by approximating the 95th percentile with a nearest-rank window-function approach over CAST(\\\"Browser\\\" AS REAL), grouped by \\\"Revenue\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22904,"cached_input_tokens":21888,"output_tokens":392}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..322ff6c79ac3ad7b43a15e734af04221e7ea765d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Revenue\",\n CAST(\"Browser\" AS REAL) AS \"browser_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Revenue\"\n ORDER BY CAST(\"Browser\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Revenue\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Revenue\" IS NOT NULL\n AND \"Browser\" IS NOT NULL\n)\nSELECT\n \"Revenue\",\n MIN(\"browser_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\nGROUP BY \"Revenue\"\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired the template for SQLite by approximating the 95th percentile with a nearest-rank window-function approach over CAST(\"Browser\" AS REAL), grouped by \"Revenue\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c21f8d98d35f504cbd03067da7d5efefa27c9bc7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:50:29.932922Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:32.325840Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:50:46.648715Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..27360522f0f0f5ff7e3130c66beebb6f7ace44d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Revenue, measure_col=Browser. +Result preview: [{"Revenue": "TRUE", "percentile_measure": 6.0}, {"Revenue": "FALSE", "percentile_measure": 5.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ea1c4ed50c4f3902416307882c05e0b1997b744 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_8351c0bb8a32dbe7 +-- problem_id: v2p_m6_6a98a4701fcef3e0 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Revenue", + CAST("Browser" AS REAL) AS "browser_value", + ROW_NUMBER() OVER ( + PARTITION BY "Revenue" + ORDER BY CAST("Browser" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Revenue" + ) AS "cnt" + FROM "m6" + WHERE "Revenue" IS NOT NULL + AND "Browser" IS NOT NULL +) +SELECT + "Revenue", + MIN("browser_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) +GROUP BY "Revenue" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a349a04f6ff576203baa8d289fb991d4f1cbddd5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Revenue\",\n CAST(\"Browser\" AS REAL) AS \"browser_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Revenue\"\n ORDER BY CAST(\"Browser\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Revenue\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Revenue\" IS NOT NULL\n AND \"Browser\" IS NOT NULL\n)\nSELECT\n \"Revenue\",\n MIN(\"browser_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\nGROUP BY \"Revenue\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n CAST(\\\"Browser\\\" AS REAL) AS \\\"browser_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ORDER BY CAST(\\\"Browser\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" IS NOT NULL\\n AND \\\"Browser\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"Revenue\\\",\\n MIN(\\\"browser_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"Revenue\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Revenue\", \"percentile_measure\"], \"rows\": [{\"Revenue\": \"TRUE\", \"percentile_measure\": 6.0}, {\"Revenue\": \"FALSE\", \"percentile_measure\": 5.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 44.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..106baf03ff94ca6b68a99df2ee6251f50683e30c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:50:29.714854+00:00", + "ended_at": "2026-05-04T08:50:47.625554+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_8351c0bb8a32dbe7", + "problem_id": "v2p_m6_6a98a4701fcef3e0", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Revenue, measure_col=Browser.", + "bindings": { + "group_col": "Revenue", + "measure_col": "Browser", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_8351c0bb8a32dbe7.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8351c0bb8a32dbe7", + "api_calls": 0, + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 392, + "total_tokens": 23296, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2813, + "estimated_output_tokens": 231, + "estimated_total_tokens": 3044, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17839.38, + "sql_execution_elapsed_ms_total": 44.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_8351c0bb8a32dbe7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..398da3ddd649f74171a4a35c22650381e7025ef4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:50:47.571110+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17839.38, "started_at": "2026-05-04T08:50:29.718917+00:00", "ended_at": "2026-05-04T08:50:47.557790+00:00", "prompt_metrics": {"chars": 10574, "bytes_utf8": 10574, "lines": 312, "estimated_tokens": 2813}, "response_metrics": {"chars": 829, "bytes_utf8": 829, "lines": 1, "estimated_tokens": 231}, "usage": {"input_tokens": 22904, "cached_input_tokens": 21888, "output_tokens": 392}, "stderr_preview": "2026-05-04T08:50:29.932922Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:32.325840Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"Revenue\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the template for SQLite by approximating the 95th percentile with a nearest-rank window-function approach over CAST(\\\"Browser\\\" AS REAL), grouped by \\\"Revenue\\\".\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..64e7d15d31fa2f334871ca5ae10f4a867b28ad4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8351c0bb8a32dbe7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8351c0bb8a32dbe7", + "api_calls": 0, + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 392, + "total_tokens": 23296, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2813, + "estimated_output_tokens": 231, + "estimated_total_tokens": 3044, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17839.38, + "sql_execution_elapsed_ms_total": 44.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_8351c0bb8a32dbe7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49843c84ab29ef18233a0c51ff5578c94a24891d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10596, "bytes_utf8": 10596, "lines": 314, "estimated_tokens": 2826}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22915, "cached_input_tokens": 19840, "output_tokens": 112}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..43adc2ed6658edc08fc76ac517fafa28354201c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_869158cf99943dd6", + "api_calls": 0, + "input_tokens": 22915, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 23027, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2826, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2922, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11273.23, + "sql_execution_elapsed_ms_total": 8.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_869158cf99943dd6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3eb62bc3629b4f9a5745a31cd89b91bdead6d9a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:02.525010+00:00", + "ended_at": "2026-05-04T08:10:13.798267+00:00", + "elapsed_ms": 11273.23, + "prompt_metrics": { + "chars": 10596, + "bytes_utf8": 10596, + "lines": 314, + "estimated_tokens": 2826 + }, + "stdout_metrics": { + "chars": 733, + "bytes_utf8": 733, + "lines": 4, + "estimated_tokens": 203 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13166 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 407, + "bytes_utf8": 407, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22915, + "cached_input_tokens": 19840, + "output_tokens": 112 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc5601890d3a711b71ad17ff6614337373ed0798 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=Informational.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "Informational", + "predicate_col": "Weekend", + "predicate_op": "=", + "predicate_value": "FALSE", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0227ec711662753391c338b53f5f582947480894 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-8222-77b3-8ce6-eaf43d0e6258"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Informational\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE \\\"Weekend\\\" = 'FALSE'\\nGROUP BY \\\"Informational\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"Informational\\\" and predicate_col=\\\"Weekend\\\" filtered to 'FALSE'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22915,"cached_input_tokens":19840,"output_tokens":112}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33d74a5314f291bd4b3476b5354346e85bad519e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Informational\", COUNT(*) AS support\nFROM \"m6\"\nWHERE \"Weekend\" = 'FALSE'\nGROUP BY \"Informational\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the required template with bound roles: group_col=\"Informational\" and predicate_col=\"Weekend\" filtered to 'FALSE'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c6238ff6e6919400afeeeea8598ebaab7220d6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:02.721554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:05.170078Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:12.746869Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fc98c3c8eab1bef721bcbce17ee892eee306d34 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=Informational. +Result preview: [{"Informational": "0", "support": 7536}, {"Informational": "1", "support": 769}, {"Informational": "2", "support": 513}, {"Informational": "3", "support": 287}, {"Informational": "4", "support": 166}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..364a38af7b147bc20340b098b101874f70ff5152 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_869158cf99943dd6 +-- problem_id: v2p_m6_aae4d72100dd4455 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", COUNT(*) AS support +FROM "m6" +WHERE "Weekend" = 'FALSE' +GROUP BY "Informational" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a413b0cbff78476560768bf7be8176fd26692ee9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Informational\", COUNT(*) AS support\nFROM \"m6\"\nWHERE \"Weekend\" = 'FALSE'\nGROUP BY \"Informational\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Informational\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE \\\"Weekend\\\" = 'FALSE'\\nGROUP BY \\\"Informational\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"Informational\", \"support\"], \"rows\": [{\"Informational\": \"0\", \"support\": 7536}, {\"Informational\": \"1\", \"support\": 769}, {\"Informational\": \"2\", \"support\": 513}, {\"Informational\": \"3\", \"support\": 287}, {\"Informational\": \"4\", \"support\": 166}, {\"Informational\": \"5\", \"support\": 81}, {\"Informational\": \"6\", \"support\": 52}, {\"Informational\": \"7\", \"support\": 27}, {\"Informational\": \"9\", \"support\": 10}, {\"Informational\": \"8\", \"support\": 8}, {\"Informational\": \"10\", \"support\": 7}, {\"Informational\": \"12\", \"support\": 2}, {\"Informational\": \"16\", \"support\": 1}, {\"Informational\": \"14\", \"support\": 1}, {\"Informational\": \"13\", \"support\": 1}, {\"Informational\": \"11\", \"support\": 1}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..094989a5162dae4040a02ad41a256ac22b2c2ce6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:10:02.520343+00:00", + "ended_at": "2026-05-04T08:10:13.832421+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_869158cf99943dd6", + "problem_id": "v2p_m6_aae4d72100dd4455", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=Informational.", + "bindings": { + "group_col": "Informational", + "predicate_col": "Weekend", + "predicate_op": "=", + "predicate_value": "FALSE", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_869158cf99943dd6.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_869158cf99943dd6", + "api_calls": 0, + "input_tokens": 22915, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 23027, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2826, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2922, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11273.23, + "sql_execution_elapsed_ms_total": 8.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_869158cf99943dd6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99fa553cb5c1dc22f7b359aecefe7e5b0f5a84ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_869158cf99943dd6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:13.815615+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11273.23, "started_at": "2026-05-04T08:10:02.525010+00:00", "ended_at": "2026-05-04T08:10:13.798267+00:00", "prompt_metrics": {"chars": 10596, "bytes_utf8": 10596, "lines": 314, "estimated_tokens": 2826}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22915, "cached_input_tokens": 19840, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:10:02.721554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:05.170078Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, measure_col=PageValues.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Month", + "measure_col": "PageValues", + "predicate_col": "ProductRelated", + "predicate_op": ">=", + "predicate_value": 38.0, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ea5741233d78b390bd775095568bba71ff12206 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-9de3-70b0-b429-6d4cefafce44"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Month\\\", SUM(CAST(\\\"PageValues\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated\\\" AS REAL) >= 38.0\\nGROUP BY \\\"Month\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"Month\\\", measure_col=\\\"PageValues\\\", predicate_col=\\\"ProductRelated\\\", predicate_op=>=, predicate_value=38.0, top_k=16. Casted text-typed numeric columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22948,"cached_input_tokens":19840,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ed25118d7f5bc7dd6751fa3d21be6e14bfad4a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Month\", SUM(CAST(\"PageValues\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ProductRelated\" AS REAL) >= 38.0\nGROUP BY \"Month\"\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the required template with fixed bindings: group_col=\"Month\", measure_col=\"PageValues\", predicate_col=\"ProductRelated\", predicate_op=>=, predicate_value=38.0, top_k=16. Casted text-typed numeric columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7e0caaea73c9ad99bff60b559840871ab0a0609 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:48.580535Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:50.994331Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:02.733680Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a39026a34c950d62634ac84911c0efc78625186 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, measure_col=PageValues. +Result preview: [{"Month": "Nov", "total_measure": 9474.821667292}, {"Month": "May", "total_measure": 5542.427689003}, {"Month": "Dec", "total_measure": 2862.904662119}, {"Month": "Mar", "total_measure": 2489.858853665}, {"Month": "Oct", "total_measure": 1383.734944907}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..07e81b5a415f9bcaa2336a96b88fdf53147e8ab0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_887d5982158adf90 +-- problem_id: v2p_m6_a5964cb42f5cacb7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", SUM(CAST("PageValues" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ProductRelated" AS REAL) >= 38.0 +GROUP BY "Month" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8dccd1af57109eab2f70c037435386e2fb734620 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Month\", SUM(CAST(\"PageValues\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ProductRelated\" AS REAL) >= 38.0\nGROUP BY \"Month\"\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Month\\\", SUM(CAST(\\\"PageValues\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated\\\" AS REAL) >= 38.0\\nGROUP BY \\\"Month\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"Month\", \"total_measure\"], \"rows\": [{\"Month\": \"Nov\", \"total_measure\": 9474.821667292}, {\"Month\": \"May\", \"total_measure\": 5542.427689003}, {\"Month\": \"Dec\", \"total_measure\": 2862.904662119}, {\"Month\": \"Mar\", \"total_measure\": 2489.858853665}, {\"Month\": \"Oct\", \"total_measure\": 1383.734944907}, {\"Month\": \"Sep\", \"total_measure\": 1308.3814222629999}, {\"Month\": \"Aug\", \"total_measure\": 932.449589166}, {\"Month\": \"Jul\", \"total_measure\": 462.876143918}, {\"Month\": \"June\", \"total_measure\": 372.61176839}, {\"Month\": \"Feb\", \"total_measure\": 92.48825694}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cdd8c9808e5d0a8a3ce0a4982224261f9248e553 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:17:48.373399+00:00", + "ended_at": "2026-05-04T08:18:03.730280+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_887d5982158adf90", + "problem_id": "v2p_m6_a5964cb42f5cacb7", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, measure_col=PageValues.", + "bindings": { + "group_col": "Month", + "measure_col": "PageValues", + "predicate_col": "ProductRelated", + "predicate_op": ">=", + "predicate_value": 38.0, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_887d5982158adf90.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_887d5982158adf90", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 19840, + "output_tokens": 149, + "total_tokens": 23097, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2992, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15310.03, + "sql_execution_elapsed_ms_total": 9.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_887d5982158adf90\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ea1ef8a6da018c76fb7e4941056bcf348fb185e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:03.708597+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15310.03, "started_at": "2026-05-04T08:17:48.377306+00:00", "ended_at": "2026-05-04T08:18:03.687495+00:00", "prompt_metrics": {"chars": 10684, "bytes_utf8": 10684, "lines": 316, "estimated_tokens": 2859}, "response_metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22948, "cached_input_tokens": 19840, "output_tokens": 149}, "stderr_preview": "2026-05-04T08:17:48.580535Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:50.994331Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 38.0\\nGROUP BY \\\"Month\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"Month\\\", measure_col=\\\"PageValues\\\", predicate_col=\\\"ProductRelated\\\", predicate_op=>=, predicate_value=38.0, top_k=16. Casted text-typed numeric columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0bc1429886f3c487503180018da4457e8c886584 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_887d5982158adf90/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_887d5982158adf90", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 19840, + "output_tokens": 149, + "total_tokens": 23097, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2992, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15310.03, + "sql_execution_elapsed_ms_total": 9.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_887d5982158adf90\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9db896da1f29c09484af3dd1595077053e96f31e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10837, "bytes_utf8": 10837, "lines": 314, "estimated_tokens": 2900}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 634, "bytes_utf8": 634, "lines": 1, "estimated_tokens": 159}, "usage": {"input_tokens": 22991, "cached_input_tokens": 18304, "output_tokens": 258}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3c58f2cd82ad21f074d735db2709ca3cb69c93cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_889766262e92555b", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 18304, + "output_tokens": 258, + "total_tokens": 23249, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 159, + "estimated_total_tokens": 3059, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16606.46, + "sql_execution_elapsed_ms_total": 27.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_889766262e92555b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0db513426b23b01a0d93a6cfa78ba553cbfd2e08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:39:24.274416+00:00", + "ended_at": "2026-05-04T08:39:40.880715+00:00", + "elapsed_ms": 16606.46, + "prompt_metrics": { + "chars": 10837, + "bytes_utf8": 10837, + "lines": 314, + "estimated_tokens": 2900 + }, + "stdout_metrics": { + "chars": 984, + "bytes_utf8": 984, + "lines": 4, + "estimated_tokens": 280 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13239 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 634, + "bytes_utf8": 634, + "lines": 1, + "estimated_tokens": 159 + }, + "usage": { + "input_tokens": 22991, + "cached_input_tokens": 18304, + "output_tokens": 258 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a33a125de78b0064f2f98203410bb82b29b12f74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Revenue, measure_col=Informational_Duration.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Revenue", + "measure_col": "Informational_Duration", + "item_col": "PageValues", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10bde3cde8972beefdd423f1d555ac81b8036c88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df224-63fa-7820-b550-4922a9a06dc1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Revenue\\\", \\\"PageValues\\\",\\n SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Informational_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"Revenue\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\", \\\"PageValues\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"Revenue\\\", item_col=\\\"PageValues\\\", and measure_col=\\\"Informational_Duration\\\". Cast the measure to REAL because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22991,"cached_input_tokens":18304,"output_tokens":258}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eaac04b02277cc8bb7edcbcc5686f0009a79e1fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Revenue\", \"PageValues\",\n SUM(CAST(\"Informational_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"Informational_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Informational_Duration\" AS REAL))) OVER (PARTITION BY \"Revenue\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Revenue\", \"PageValues\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"Revenue\", item_col=\"PageValues\", and measure_col=\"Informational_Duration\". Cast the measure to REAL because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6907016f6208e32a6f3e0e126fe342125727322 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:39:24.465779Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:39:26.796157Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:39:40.158434Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..86b0c72c2a0db1a29c284d0036a9d8754a3d1237 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Revenue, measure_col=Informational_Duration. +Result preview: [{"Revenue": "FALSE", "PageValues": "0", "total_measure": 198642.082653991, "share_within_group": 63.03655157659074}, {"Revenue": "TRUE", "PageValues": "0", "total_measure": 13239.49999994, "share_within_group": 12.044383732764416}, {"Revenue": "TRUE", "PageValues": "1.114150182", "total_measure": 1767.666667, "share_within_group": 1.6081011857744765}, {"Revenue": "TRUE", "PageValues": "1.827470744", "total_measure": 1665.066667, "share_within_group": 1.5147627839475775}, {"Revenue": "TRUE", "PageValues": "18.07802206", "total_measure": 1652.0, "share_within_group": 1.5028756317547483}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a86fa71c1b1e66569c59ddee897a7ebd1afe4b77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_889766262e92555b +-- problem_id: v2p_m6_ba3733c72e9c8171 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", "PageValues", + SUM(CAST("Informational_Duration" AS REAL)) AS total_measure, + SUM(CAST("Informational_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("Informational_Duration" AS REAL))) OVER (PARTITION BY "Revenue") AS share_within_group +FROM "m6" +GROUP BY "Revenue", "PageValues" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42b61cdf902accdd2aa6cfb7b8cef846fb4d79f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Revenue\", \"PageValues\",\n SUM(CAST(\"Informational_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"Informational_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Informational_Duration\" AS REAL))) OVER (PARTITION BY \"Revenue\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Revenue\", \"PageValues\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Revenue\\\", \\\"PageValues\\\",\\n SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Informational_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"Revenue\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\", \\\"PageValues\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Revenue\", \"PageValues\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Revenue\": \"FALSE\", \"PageValues\": \"0\", \"total_measure\": 198642.082653991, \"share_within_group\": 63.03655157659074}, {\"Revenue\": \"TRUE\", \"PageValues\": \"0\", \"total_measure\": 13239.49999994, \"share_within_group\": 12.044383732764416}, {\"Revenue\": \"TRUE\", \"PageValues\": \"1.114150182\", \"total_measure\": 1767.666667, \"share_within_group\": 1.6081011857744765}, {\"Revenue\": \"TRUE\", \"PageValues\": \"1.827470744\", \"total_measure\": 1665.066667, \"share_within_group\": 1.5147627839475775}, {\"Revenue\": \"TRUE\", \"PageValues\": \"18.07802206\", \"total_measure\": 1652.0, \"share_within_group\": 1.5028756317547483}, {\"Revenue\": \"TRUE\", \"PageValues\": \"6.165\", \"total_measure\": 1636.0, \"share_within_group\": 1.488319935563419}, {\"Revenue\": \"TRUE\", \"PageValues\": \"1.560184165\", \"total_measure\": 1488.0, \"share_within_group\": 1.3536797457936232}, {\"Revenue\": \"TRUE\", \"PageValues\": \"9.284545518\", \"total_measure\": 1312.4, \"share_within_group\": 1.1939309800937843}, {\"Revenue\": \"TRUE\", \"PageValues\": \"1.53931845\", \"total_measure\": 1174.0, \"share_within_group\": 1.0680242080387858}, {\"Revenue\": \"TRUE\", \"PageValues\": \"7.753880158\", \"total_measure\": 1146.666667, \"share_within_group\": 1.0431582273485087}, {\"Revenue\": \"TRUE\", \"PageValues\": \"8.533928457\", \"total_measure\": 1079.833333, \"share_within_group\": 0.9823578707761563}, {\"Revenue\": \"TRUE\", \"PageValues\": \"21.3825758\", \"total_measure\": 1060.75, \"share_within_group\": 0.9649971709345334}, {\"Revenue\": \"TRUE\", \"PageValues\": \"9.131386805\", \"total_measure\": 1037.15, \"share_within_group\": 0.9435275190523228}, {\"Revenue\": \"TRUE\", \"PageValues\": \"33.85339122\", \"total_measure\": 1024.25, \"share_within_group\": 0.9317919889980635}, {\"Revenue\": \"TRUE\", \"PageValues\": \"5.907475939\", \"total_measure\": 1022.25, \"share_within_group\": 0.9299725269741473}, {\"Revenue\": \"TRUE\", \"PageValues\": \"1.589329821\", \"total_measure\": 991.25, \"share_within_group\": 0.9017708656034468}, {\"Revenue\": \"TRUE\", \"PageValues\": \"2.325663803\", \"total_measure\": 961.45, \"share_within_group\": 0.8746608814470961}, {\"Revenue\": \"TRUE\", \"PageValues\": \"32.41773364\", \"total_measure\": 924.0, \"share_within_group\": 0.8405914550492659}, {\"Revenue\": \"TRUE\", \"PageValues\": \"3.585439826\", \"total_measure\": 923.9, \"share_within_group\": 0.8405004819480701}, {\"Revenue\": \"TRUE\", \"PageValues\": \"22.58886486\", \"total_measure\": 913.0, \"share_within_group\": 0.8305844139177271}, {\"Revenue\": \"TRUE\", \"PageValues\": \"25.41321429\", \"total_measure\": 909.0, \"share_within_group\": 0.8269454898698947}, {\"Revenue\": \"TRUE\", \"PageValues\": \"7.296889074\", \"total_measure\": 886.5, \"share_within_group\": 0.806476542100838}, {\"Revenue\": \"TRUE\", \"PageValues\": \"37.72031898\", \"total_measure\": 871.4, \"share_within_group\": 0.792739603820271}, {\"Revenue\": \"TRUE\", \"PageValues\": \"7.477388113\", \"total_measure\": 858.5708333, \"share_within_group\": 0.781068513015701}, {\"Revenue\": \"TRUE\", \"PageValues\": \"6.479206264\", \"total_measure\": 857.1666667, \"share_within_group\": 0.7797910991137252}, {\"Revenue\": \"TRUE\", \"PageValues\": \"6.506831398\", \"total_measure\": 845.0, \"share_within_group\": 0.7687227051045776}, {\"Revenue\": \"TRUE\", \"PageValues\": \"8.018832458\", \"total_measure\": 842.3, \"share_within_group\": 0.7662664313722908}, {\"Revenue\": \"TRUE\", \"PageValues\": \"3.187495058\", \"total_measure\": 825.5, \"share_within_group\": 0.7509829503713951}, {\"Revenue\": \"TRUE\", \"PageValues\": \"9.69917706\", \"total_measure\": 809.5, \"share_within_group\": 0.7364272541800657}, {\"Revenue\": \"TRUE\", \"PageValues\": \"14.10053333\", \"total_measure\": 775.5, \"share_within_group\": 0.7054963997734911}, {\"Revenue\": \"TRUE\", \"PageValues\": \"9.641067457\", \"total_measure\": 759.0, \"share_within_group\": 0.6904858380761827}, {\"Revenue\": \"FALSE\", \"PageValues\": \"10.90023366\", \"total_measure\": 2166.5, \"share_within_group\": 0.687511362980265}, {\"Revenue\": \"TRUE\", \"PageValues\": \"20.62474136\", \"total_measure\": 725.5, \"share_within_group\": 0.660009849175587}, {\"Revenue\": \"FALSE\", \"PageValues\": \"0.763828956\", \"total_measure\": 2050.433333, \"share_within_group\": 0.650679074761596}, {\"Revenue\": \"TRUE\", \"PageValues\": \"1.37270775\", \"total_measure\": 704.75, \"share_within_group\": 0.6411329306774569}, {\"Revenue\": \"TRUE\", \"PageValues\": \"2.038399449\", \"total_measure\": 703.5, \"share_within_group\": 0.6399957669125093}, {\"Revenue\": \"TRUE\", \"PageValues\": \"7.231074783\", \"total_measure\": 696.8333333, \"share_within_group\": 0.6339308934691311}, {\"Revenue\": \"TRUE\", \"PageValues\": \"6.324477083\", \"total_measure\": 696.2, \"share_within_group\": 0.6333547305252153}, {\"Revenue\": \"TRUE\", \"PageValues\": \"0.951933747\", \"total_measure\": 693.0, \"share_within_group\": 0.6304435912869495}, {\"Revenue\": \"TRUE\", \"PageValues\": \"3.358133333\", \"total_measure\": 689.8333333, \"share_within_group\": 0.6275627763854246}, {\"Revenue\": \"TRUE\", \"PageValues\": \"48.04390582\", \"total_measure\": 678.0, \"share_within_group\": 0.6167976261075783}, {\"Revenue\": \"TRUE\", \"PageValues\": \"11.92009615\", \"total_measure\": 654.3333333, \"share_within_group\": 0.5952673254609128}, {\"Revenue\": \"TRUE\", \"PageValues\": \"12.76490187\", \"total_measure\": 629.5142857, \"share_within_group\": 0.5726886681719289}, {\"Revenue\": \"TRUE\", \"PageValues\": \"18.36804916\", \"total_measure\": 629.0, \"share_within_group\": 0.5722208065216323}, {\"Revenue\": \"TRUE\", \"PageValues\": \"7.201209277\", \"total_measure\": 627.4583333, \"share_within_group\": 0.5708183045145393}, {\"Revenue\": \"TRUE\", \"PageValues\": \"30.897985\", \"total_measure\": 609.0, \"share_within_group\": 0.5540261862824707}, {\"Revenue\": \"TRUE\", \"PageValues\": \"2.568483894\", \"total_measure\": 608.45, \"share_within_group\": 0.5535258342258939}, {\"Revenue\": \"TRUE\", \"PageValues\": \"17.34893623\", \"total_measure\": 604.8, \"share_within_group\": 0.5502053160322468}, {\"Revenue\": \"TRUE\", \"PageValues\": \"154.0955389\", \"total_measure\": 594.1333333, \"share_within_group\": 0.5405015185410362}, {\"Revenue\": \"TRUE\", \"PageValues\": \"9.294011981\", \"total_measure\": 590.0, \"share_within_group\": 0.5367412970552672}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 27.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..31c1ae7bb0dbc507d4b352650375c136170c1ba3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:39:24.269836+00:00", + "ended_at": "2026-05-04T08:39:40.933645+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_889766262e92555b", + "problem_id": "v2p_m6_ba3733c72e9c8171", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Revenue, measure_col=Informational_Duration.", + "bindings": { + "group_col": "Revenue", + "measure_col": "Informational_Duration", + "item_col": "PageValues", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_889766262e92555b.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_889766262e92555b", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 18304, + "output_tokens": 258, + "total_tokens": 23249, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 159, + "estimated_total_tokens": 3059, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16606.46, + "sql_execution_elapsed_ms_total": 27.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_889766262e92555b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a27ff2f083816eebb30b725b0934d4fa4c825b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_889766262e92555b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:39:40.898808+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16606.46, "started_at": "2026-05-04T08:39:24.274416+00:00", "ended_at": "2026-05-04T08:39:40.880715+00:00", "prompt_metrics": {"chars": 10837, "bytes_utf8": 10837, "lines": 314, "estimated_tokens": 2900}, "response_metrics": {"chars": 634, "bytes_utf8": 634, "lines": 1, "estimated_tokens": 159}, "usage": {"input_tokens": 22991, "cached_input_tokens": 18304, "output_tokens": 258}, "stderr_preview": "2026-05-04T08:39:24.465779Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:39:26.796157Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=TrafficType.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "TrafficType", + "predicate_col": "Administrative", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7608da96e68f30baf1c62c64b033a3bfe25f3320 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-9146-7eb2-9354-0992b0ba574c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"TrafficType\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative\\\" AS REAL) >= 4.0\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required template with group_col bound to \\\"TrafficType\\\" and predicate_col bound to \\\"Administrative\\\". CAST to REAL is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22916,"cached_input_tokens":19840,"output_tokens":121}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85eaa7482164d56de42a4533b5a96b045a0d65c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"TrafficType\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Administrative\" AS REAL) >= 4.0\nGROUP BY \"TrafficType\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the required template with group_col bound to \"TrafficType\" and predicate_col bound to \"Administrative\". CAST to REAL is applied because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8e9901137153d6ec05f076ded5b65d4f6ac2aa6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:17.665768Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:20.001891Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:29.434503Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2395a36499c02579f0786b60df9f43256c5d3623 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=TrafficType. +Result preview: [{"TrafficType": "2", "support": 1297}, {"TrafficType": "1", "support": 485}, {"TrafficType": "3", "support": 410}, {"TrafficType": "4", "support": 291}, {"TrafficType": "13", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbb4c672aff4dee4f1f0283380adaed5225875cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_8a316c8d88d18711 +-- problem_id: v2p_m6_85580cdb3241ec3b +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", COUNT(*) AS support +FROM "m6" +WHERE CAST("Administrative" AS REAL) >= 4.0 +GROUP BY "TrafficType" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd6e5e465b40dabfaf178976b5af04ee1d8574b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"TrafficType\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Administrative\" AS REAL) >= 4.0\nGROUP BY \"TrafficType\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"TrafficType\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative\\\" AS REAL) >= 4.0\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"TrafficType\", \"support\"], \"rows\": [{\"TrafficType\": \"2\", \"support\": 1297}, {\"TrafficType\": \"1\", \"support\": 485}, {\"TrafficType\": \"3\", \"support\": 410}, {\"TrafficType\": \"4\", \"support\": 291}, {\"TrafficType\": \"13\", \"support\": 144}, {\"TrafficType\": \"8\", \"support\": 117}, {\"TrafficType\": \"5\", \"support\": 108}, {\"TrafficType\": \"10\", \"support\": 103}, {\"TrafficType\": \"6\", \"support\": 100}, {\"TrafficType\": \"11\", \"support\": 45}, {\"TrafficType\": \"20\", \"support\": 42}, {\"TrafficType\": \"7\", \"support\": 14}, {\"TrafficType\": \"9\", \"support\": 10}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6c044637e30b4e67745ea6273b33c8c159b432b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:12:17.467465+00:00", + "ended_at": "2026-05-04T08:12:30.307065+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_8a316c8d88d18711", + "problem_id": "v2p_m6_85580cdb3241ec3b", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=TrafficType.", + "bindings": { + "group_col": "TrafficType", + "predicate_col": "Administrative", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_8a316c8d88d18711.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8a316c8d88d18711", + "api_calls": 0, + "input_tokens": 22916, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 23037, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2827, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2932, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12804.81, + "sql_execution_elapsed_ms_total": 5.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_8a316c8d88d18711\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..783b86eb87b88e75f01e52ea0ad05c0260e2a9cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:30.293882+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12804.81, "started_at": "2026-05-04T08:12:17.470410+00:00", "ended_at": "2026-05-04T08:12:30.275320+00:00", "prompt_metrics": {"chars": 10594, "bytes_utf8": 10594, "lines": 314, "estimated_tokens": 2827}, "response_metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22916, "cached_input_tokens": 19840, "output_tokens": 121}, "stderr_preview": "2026-05-04T08:12:17.665768Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:20.001891Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4.0\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required template with group_col bound to \\\"TrafficType\\\" and predicate_col bound to \\\"Administrative\\\". CAST to REAL is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cb5bbe71598c433558eba79c592553c663de77b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8a316c8d88d18711/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8a316c8d88d18711", + "api_calls": 0, + "input_tokens": 22916, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 23037, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2827, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2932, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12804.81, + "sql_execution_elapsed_ms_total": 5.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_8a316c8d88d18711\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5299c82e9384c97a5d990314a885e7f07a0ad4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10652, "bytes_utf8": 10652, "lines": 315, "estimated_tokens": 2841}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22932, "cached_input_tokens": 21888, "output_tokens": 183}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4d790eed695d753db80a299a7f76aa331d46cbfc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8c4ba584b152a24a", + "api_calls": 0, + "input_tokens": 22932, + "cached_input_tokens": 21888, + "output_tokens": 183, + "total_tokens": 23115, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2841, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2945, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12604.24, + "sql_execution_elapsed_ms_total": 8.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_8c4ba584b152a24a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1c4066919da0bcf8586c1e3ac51c020628572b43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:28:28.511919+00:00", + "ended_at": "2026-05-04T08:28:41.119034+00:00", + "elapsed_ms": 12604.24, + "prompt_metrics": { + "chars": 10652, + "bytes_utf8": 10652, + "lines": 315, + "estimated_tokens": 2841 + }, + "stdout_metrics": { + "chars": 743, + "bytes_utf8": 743, + "lines": 4, + "estimated_tokens": 210 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13189 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 418, + "bytes_utf8": 418, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 22932, + "cached_input_tokens": 21888, + "output_tokens": 183 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b51e5882737a5c7392c07f7514c2459e55c3ca28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Browser, condition_col=SpecialDay.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Browser", + "condition_col": "SpecialDay", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..03e4a88d78925b1f1249bdce2c1812a519c66766 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-6263-7640-9af4-f9a323d314f4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Browser\\\",\\n AVG(CASE WHEN \\\"SpecialDay\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"Browser\\\" and condition_col=\\\"SpecialDay\\\". Used '0' as a text literal because the schema snapshot shows TEXT storage.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22932,"cached_input_tokens":21888,"output_tokens":183}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7fbbc5e482196bbd6d3b29acae84a10ccf04457 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Browser\",\n AVG(CASE WHEN \"SpecialDay\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"Browser\" and condition_col=\"SpecialDay\". Used '0' as a text literal because the schema snapshot shows TEXT storage."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60bb722b401ca9e239c099909a846b4a729098a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:28.726602Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:31.066444Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:40.167560Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4504449dbc3d7e8080ad920fdc336e387ef2bf4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Browser, condition_col=SpecialDay. +Result preview: [{"Browser": "9", "condition_rate": 1.0}, {"Browser": "13", "condition_rate": 1.0}, {"Browser": "11", "condition_rate": 1.0}, {"Browser": "7", "condition_rate": 0.9183673469387755}, {"Browser": "1", "condition_rate": 0.9138911454102355}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2fbfd6a655eb18204f087471373bdc32745cdb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_8c4ba584b152a24a +-- problem_id: v2p_m6_59a461d4d8b18112 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", + AVG(CASE WHEN "SpecialDay" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Browser" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14a99890d65423204329a16f39d83df6b9691420 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Browser\",\n AVG(CASE WHEN \"SpecialDay\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Browser\\\",\\n AVG(CASE WHEN \\\"SpecialDay\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Browser\", \"condition_rate\"], \"rows\": [{\"Browser\": \"9\", \"condition_rate\": 1.0}, {\"Browser\": \"13\", \"condition_rate\": 1.0}, {\"Browser\": \"11\", \"condition_rate\": 1.0}, {\"Browser\": \"7\", \"condition_rate\": 0.9183673469387755}, {\"Browser\": \"1\", \"condition_rate\": 0.9138911454102355}, {\"Browser\": \"8\", \"condition_rate\": 0.9111111111111111}, {\"Browser\": \"4\", \"condition_rate\": 0.9035326086956522}, {\"Browser\": \"12\", \"condition_rate\": 0.9}, {\"Browser\": \"2\", \"condition_rate\": 0.8947368421052632}, {\"Browser\": \"5\", \"condition_rate\": 0.8886509635974305}, {\"Browser\": \"10\", \"condition_rate\": 0.8773006134969326}, {\"Browser\": \"3\", \"condition_rate\": 0.8666666666666667}, {\"Browser\": \"6\", \"condition_rate\": 0.8448275862068966}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8a8e2a2811bde9102b8cdbcf3f4292bb7f9d7f87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:28:28.507295+00:00", + "ended_at": "2026-05-04T08:28:41.153984+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_8c4ba584b152a24a", + "problem_id": "v2p_m6_59a461d4d8b18112", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Browser, condition_col=SpecialDay.", + "bindings": { + "group_col": "Browser", + "condition_col": "SpecialDay", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_8c4ba584b152a24a.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8c4ba584b152a24a", + "api_calls": 0, + "input_tokens": 22932, + "cached_input_tokens": 21888, + "output_tokens": 183, + "total_tokens": 23115, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2841, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2945, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12604.24, + "sql_execution_elapsed_ms_total": 8.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_8c4ba584b152a24a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a71ba15c5e514ba285ae070fcf813d50eb9cc8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8c4ba584b152a24a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:41.132322+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12604.24, "started_at": "2026-05-04T08:28:28.511919+00:00", "ended_at": "2026-05-04T08:28:41.119034+00:00", "prompt_metrics": {"chars": 10652, "bytes_utf8": 10652, "lines": 315, "estimated_tokens": 2841}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22932, "cached_input_tokens": 21888, "output_tokens": 183}, "stderr_preview": "2026-05-04T08:28:28.726602Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:31.066444Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Informational, measure_col=TrafficType.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Informational", + "measure_col": "TrafficType", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7ecec4f8ac5944f4ef8785908971f8af7769912 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-66f5-7762-8d48-039b90e8b8d3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Informational\\\",\\n CAST(\\\"TrafficType\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Informational\\\"\\n ORDER BY CAST(\\\"TrafficType\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Informational\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Informational\\\" IS NOT NULL\\n AND \\\"TrafficType\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"Informational\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") AS INTEGER)\\n OR \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") AS INTEGER) + CASE WHEN (0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1 ELSE 0 END\\n)\\nSELECT\\n \\\"Informational\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nGROUP BY \\\"Informational\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile point for \\\"TrafficType\\\" within each \\\"Informational\\\" group, with numeric casting because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22908,"cached_input_tokens":22400,"output_tokens":600}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..443e7bff8a6326bfa58a93605c73af58098baeae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Informational\",\n CAST(\"TrafficType\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Informational\"\n ORDER BY CAST(\"TrafficType\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Informational\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Informational\" IS NOT NULL\n AND \"TrafficType\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"Informational\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") AS INTEGER)\n OR \"rn\" = CAST((0.9 * \"cnt\") AS INTEGER) + CASE WHEN (0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER) THEN 1 ELSE 0 END\n)\nSELECT\n \"Informational\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"picked\"\nGROUP BY \"Informational\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile point for \"TrafficType\" within each \"Informational\" group, with numeric casting because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4a6e47719e0b0ac538042214f9c1b1c3e14c52a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:26.145748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:51:28.521514Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:45.761236Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c13b281176cc11d2d8e2dcb84ed54261ad5a920 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Informational, measure_col=TrafficType. +Result preview: [{"Informational": "24", "percentile_measure": 14.0}, {"Informational": "0", "percentile_measure": 11.0}, {"Informational": "7", "percentile_measure": 10.0}, {"Informational": "5", "percentile_measure": 10.0}, {"Informational": "4", "percentile_measure": 10.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e9d35579b0d2aa71b57b50a8f2b61865920cfb0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_8d4d69a765c8fbf0 +-- problem_id: v2p_m6_8e27b813ad7f10d2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Informational", + CAST("TrafficType" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Informational" + ORDER BY CAST("TrafficType" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Informational" + ) AS "cnt" + FROM "m6" + WHERE "Informational" IS NOT NULL + AND "TrafficType" IS NOT NULL +), +"picked" AS ( + SELECT + "Informational", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") AS INTEGER) + OR "rn" = CAST((0.9 * "cnt") AS INTEGER) + CASE WHEN (0.9 * "cnt") > CAST((0.9 * "cnt") AS INTEGER) THEN 1 ELSE 0 END +) +SELECT + "Informational", + MIN("measure_value") AS "percentile_measure" +FROM "picked" +GROUP BY "Informational" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2435c642c0424efd04e501d2d23f92f0e92df45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Informational\",\n CAST(\"TrafficType\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Informational\"\n ORDER BY CAST(\"TrafficType\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Informational\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Informational\" IS NOT NULL\n AND \"TrafficType\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"Informational\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") AS INTEGER)\n OR \"rn\" = CAST((0.9 * \"cnt\") AS INTEGER) + CASE WHEN (0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER) THEN 1 ELSE 0 END\n)\nSELECT\n \"Informational\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"picked\"\nGROUP BY \"Informational\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Informational\\\",\\n CAST(\\\"TrafficType\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Informational\\\"\\n ORDER BY CAST(\\\"TrafficType\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Informational\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Informational\\\" IS NOT NULL\\n AND \\\"TrafficType\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"Informational\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") AS INTEGER)\\n OR \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") AS INTEGER) + CASE WHEN (0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1 ELSE 0 END\\n)\\nSELECT\\n \\\"Informational\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nGROUP BY \\\"Informational\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Informational\", \"percentile_measure\"], \"rows\": [{\"Informational\": \"24\", \"percentile_measure\": 14.0}, {\"Informational\": \"0\", \"percentile_measure\": 11.0}, {\"Informational\": \"7\", \"percentile_measure\": 10.0}, {\"Informational\": \"5\", \"percentile_measure\": 10.0}, {\"Informational\": \"4\", \"percentile_measure\": 10.0}, {\"Informational\": \"3\", \"percentile_measure\": 10.0}, {\"Informational\": \"2\", \"percentile_measure\": 10.0}, {\"Informational\": \"1\", \"percentile_measure\": 10.0}, {\"Informational\": \"6\", \"percentile_measure\": 8.0}, {\"Informational\": \"16\", \"percentile_measure\": 8.0}, {\"Informational\": \"8\", \"percentile_measure\": 5.0}, {\"Informational\": \"11\", \"percentile_measure\": 4.0}, {\"Informational\": \"9\", \"percentile_measure\": 3.0}, {\"Informational\": \"10\", \"percentile_measure\": 3.0}, {\"Informational\": \"14\", \"percentile_measure\": 2.0}, {\"Informational\": \"13\", \"percentile_measure\": 2.0}, {\"Informational\": \"12\", \"percentile_measure\": 2.0}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 45.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0eb39b9de6e079913fc26333b22fc92dd0896182 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:51:25.895493+00:00", + "ended_at": "2026-05-04T08:51:46.801915+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_8d4d69a765c8fbf0", + "problem_id": "v2p_m6_8e27b813ad7f10d2", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Informational, measure_col=TrafficType.", + "bindings": { + "group_col": "Informational", + "measure_col": "TrafficType", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_8d4d69a765c8fbf0.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8d4d69a765c8fbf0", + "api_calls": 0, + "input_tokens": 22908, + "cached_input_tokens": 22400, + "output_tokens": 600, + "total_tokens": 23508, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2817, + "estimated_output_tokens": 324, + "estimated_total_tokens": 3141, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20825.2, + "sql_execution_elapsed_ms_total": 45.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_8d4d69a765c8fbf0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb7040dc5c78ad63687da1ddf168300241d80480 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:46.747213+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20825.2, "started_at": "2026-05-04T08:51:25.900371+00:00", "ended_at": "2026-05-04T08:51:46.723547+00:00", "prompt_metrics": {"chars": 10590, "bytes_utf8": 10590, "lines": 312, "estimated_tokens": 2817}, "response_metrics": {"chars": 1140, "bytes_utf8": 1140, "lines": 1, "estimated_tokens": 324}, "usage": {"input_tokens": 22908, "cached_input_tokens": 22400, "output_tokens": 600}, "stderr_preview": "2026-05-04T08:51:26.145748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:51:28.521514Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1 ELSE 0 END\\n)\\nSELECT\\n \\\"Informational\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nGROUP BY \\\"Informational\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90t"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4feab62e8c0e00780756f1bfd8a85b21cd30f9e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d4d69a765c8fbf0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8d4d69a765c8fbf0", + "api_calls": 0, + "input_tokens": 22908, + "cached_input_tokens": 22400, + "output_tokens": 600, + "total_tokens": 23508, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2817, + "estimated_output_tokens": 324, + "estimated_total_tokens": 3141, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20825.2, + "sql_execution_elapsed_ms_total": 45.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_8d4d69a765c8fbf0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0df7897ffd032951b2d42e604a206cbea5f0ef36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10566, "bytes_utf8": 10566, "lines": 312, "estimated_tokens": 2856}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22945, "cached_input_tokens": 21888, "output_tokens": 132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..98b41b9f49d88d18e2c80275b18de7d5bb7e1074 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8d8003197b4db653", + "api_calls": 0, + "input_tokens": 22945, + "cached_input_tokens": 21888, + "output_tokens": 132, + "total_tokens": 23077, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2856, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2972, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15050.61, + "sql_execution_elapsed_ms_total": 14.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_8d8003197b4db653\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..beaeb8ec96d22639fdffd8455ea6c52c17fe1ec4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:02:16.189409+00:00", + "ended_at": "2026-05-04T09:02:31.239918+00:00", + "elapsed_ms": 15050.61, + "prompt_metrics": { + "chars": 10566, + "bytes_utf8": 10566, + "lines": 312, + "estimated_tokens": 2856 + }, + "stdout_metrics": { + "chars": 800, + "bytes_utf8": 800, + "lines": 4, + "estimated_tokens": 229 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 460, + "bytes_utf8": 460, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 22945, + "cached_input_tokens": 21888, + "output_tokens": 132 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..edb8fece6fe41893717ef5cb079319aafc5e9e10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=Revenue.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Revenue", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c25c4059270d4ff9fa2dd16ecdf1205a486c759 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-5330-7243-8302-88e23e3ae709"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Revenue\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Revenue\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Revenue\\\"\\nLIMIT 11;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"SpecialDay\\\", group_col_2=\\\"Revenue\\\", and top_k=11. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22945,"cached_input_tokens":21888,"output_tokens":132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60a2073ce42876b2a680b72aefb236af6067960c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Revenue\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Revenue\"\nORDER BY support ASC, \"SpecialDay\", \"Revenue\"\nLIMIT 11;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=\"SpecialDay\", group_col_2=\"Revenue\", and top_k=11. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89d8021b261d3a02c4645c74d469aa77f2e770ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:16.417083Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:18.847915Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:30.631513Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c83452afab509b24d12d813139ffd694499ccfea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=Revenue. +Result preview: [{"SpecialDay": "1", "Revenue": "TRUE", "support": 10}, {"SpecialDay": "0.8", "Revenue": "TRUE", "support": 11}, {"SpecialDay": "0.4", "Revenue": "TRUE", "support": 13}, {"SpecialDay": "0.2", "Revenue": "TRUE", "support": 14}, {"SpecialDay": "0.6", "Revenue": "TRUE", "support": 29}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab236c79cd00408d3f5d1ab019b1f11e71a1b178 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_8d8003197b4db653 +-- problem_id: v2p_m6_3897018247a3e7b7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Revenue", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Revenue" +ORDER BY support ASC, "SpecialDay", "Revenue" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d13df9d617833b570f70e15631095c7fb67367e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Revenue\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Revenue\"\nORDER BY support ASC, \"SpecialDay\", \"Revenue\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Revenue\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Revenue\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Revenue\\\"\\nLIMIT 11;\", \"columns\": [\"SpecialDay\", \"Revenue\", \"support\"], \"rows\": [{\"SpecialDay\": \"1\", \"Revenue\": \"TRUE\", \"support\": 10}, {\"SpecialDay\": \"0.8\", \"Revenue\": \"TRUE\", \"support\": 11}, {\"SpecialDay\": \"0.4\", \"Revenue\": \"TRUE\", \"support\": 13}, {\"SpecialDay\": \"0.2\", \"Revenue\": \"TRUE\", \"support\": 14}, {\"SpecialDay\": \"0.6\", \"Revenue\": \"TRUE\", \"support\": 29}, {\"SpecialDay\": \"1\", \"Revenue\": \"FALSE\", \"support\": 144}, {\"SpecialDay\": \"0.2\", \"Revenue\": \"FALSE\", \"support\": 164}, {\"SpecialDay\": \"0.4\", \"Revenue\": \"FALSE\", \"support\": 230}, {\"SpecialDay\": \"0.8\", \"Revenue\": \"FALSE\", \"support\": 314}, {\"SpecialDay\": \"0.6\", \"Revenue\": \"FALSE\", \"support\": 322}, {\"SpecialDay\": \"0\", \"Revenue\": \"TRUE\", \"support\": 1831}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c3386d0c5624dfcf467ff3055c9f74ff38bf3146 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:02:16.186096+00:00", + "ended_at": "2026-05-04T09:02:31.283640+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_8d8003197b4db653", + "problem_id": "v2p_m6_3897018247a3e7b7", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=Revenue.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Revenue", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_8d8003197b4db653.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8d8003197b4db653", + "api_calls": 0, + "input_tokens": 22945, + "cached_input_tokens": 21888, + "output_tokens": 132, + "total_tokens": 23077, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2856, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2972, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15050.61, + "sql_execution_elapsed_ms_total": 14.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_8d8003197b4db653\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7490fae263a0c2a542753adbceffe83daf5d5d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8d8003197b4db653/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:31.261345+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15050.61, "started_at": "2026-05-04T09:02:16.189409+00:00", "ended_at": "2026-05-04T09:02:31.239918+00:00", "prompt_metrics": {"chars": 10566, "bytes_utf8": 10566, "lines": 312, "estimated_tokens": 2856}, "response_metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22945, "cached_input_tokens": 21888, "output_tokens": 132}, "stderr_preview": "2026-05-04T09:02:16.417083Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:18.847915Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Weekend, condition_col=Revenue.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Weekend", + "condition_col": "Revenue", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b64dbfd5d488466c6f07cb1b38cbe13a110d138 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-1957-7301-afa9-204af0b809df"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"Revenue\\\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned grouped condition rate template with group_col=\\\"Weekend\\\" and condition_col=\\\"Revenue\\\", measuring the share of rows where Revenue is TRUE within each Weekend group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22927,"cached_input_tokens":21888,"output_tokens":114}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..831d6c7882e7c1e776f97452cf0a5a378991b622 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Weekend\",\n AVG(CASE WHEN \"Revenue\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY condition_rate DESC;","notes":"Uses the planned grouped condition rate template with group_col=\"Weekend\" and condition_col=\"Revenue\", measuring the share of rows where Revenue is TRUE within each Weekend group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fff3cbeecd4d4f3230fc0e1586c24b05b45d9729 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:21.080452Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:23.683036Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:31.512378Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3527ddc0b63f42a3240a141da793f247c11c8952 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Weekend, condition_col=Revenue. +Result preview: [{"Weekend": "TRUE", "condition_rate": 0.17398884239888424}, {"Weekend": "FALSE", "condition_rate": 0.1489114352145424}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..efeaacc464b1524c602e9c69a62037532c137cc5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_8ecad60e1adf06cd +-- problem_id: v2p_m6_5cb51610225e4f87 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", + AVG(CASE WHEN "Revenue" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Weekend" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5a71b159dd206349affe7476378173770ce9087 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Weekend\",\n AVG(CASE WHEN \"Revenue\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"Revenue\\\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Weekend\", \"condition_rate\"], \"rows\": [{\"Weekend\": \"TRUE\", \"condition_rate\": 0.17398884239888424}, {\"Weekend\": \"FALSE\", \"condition_rate\": 0.1489114352145424}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3d476a9dfa435b8e03b8a1a8a245b2ef5a07e903 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:30:20.875890+00:00", + "ended_at": "2026-05-04T08:30:32.271773+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_8ecad60e1adf06cd", + "problem_id": "v2p_m6_5cb51610225e4f87", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Weekend, condition_col=Revenue.", + "bindings": { + "group_col": "Weekend", + "condition_col": "Revenue", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_8ecad60e1adf06cd.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8ecad60e1adf06cd", + "api_calls": 0, + "input_tokens": 22927, + "cached_input_tokens": 21888, + "output_tokens": 114, + "total_tokens": 23041, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2836, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2934, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11339.29, + "sql_execution_elapsed_ms_total": 14.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_8ecad60e1adf06cd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30c420a08bfc00a8491568487f7d46023d47516f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_8ecad60e1adf06cd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:32.246086+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11339.29, "started_at": "2026-05-04T08:30:20.880163+00:00", "ended_at": "2026-05-04T08:30:32.218876+00:00", "prompt_metrics": {"chars": 10650, "bytes_utf8": 10650, "lines": 315, "estimated_tokens": 2836}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22927, "cached_input_tokens": 21888, "output_tokens": 114}, "stderr_preview": "2026-05-04T08:30:21.080452Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:23.683036Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Month, group_col_2=Browser.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "Month", + "group_col_2": "Browser", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e89ce4d46c3c2c8c77ef755282a66688be62149b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-eff9-7e72-b4bc-008474c07bdd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"Month\\\",\\n \\\"Browser\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"Browser\\\"\\nORDER BY support ASC, \\\"Month\\\", \\\"Browser\\\"\\nLIMIT 13;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=Month, group_col_2=Browser, and top_k=13. Query is SQLite-compatible, single-table, and quotes identifiers with double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22943,"cached_input_tokens":21888,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60ac0e78462acf85c153ba7a9ea4d7b29e81e428 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"Month\",\n \"Browser\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"Month\", \"Browser\"\nORDER BY support ASC, \"Month\", \"Browser\"\nLIMIT 13;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=Month, group_col_2=Browser, and top_k=13. Query is SQLite-compatible, single-table, and quotes identifiers with double quotes."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..556691d63d84fd3b27c0413adaf483c83db9a8a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:56.588050Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:59.045430Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:03:09.192403Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e92a9a8e1e190575fecf54e6b5e0569c082112f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Month, group_col_2=Browser. +Result preview: [{"Month": "Dec", "Browser": "11", "support": 1}, {"Month": "Feb", "Browser": "7", "support": 1}, {"Month": "Jul", "Browser": "11", "support": 1}, {"Month": "Jul", "Browser": "12", "support": 1}, {"Month": "June", "Browser": "13", "support": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f33d4859fc1e973b6f4d8453b8f52c2392e7581 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_9070e8c97a71a326 +-- problem_id: v2p_m6_b90a156a26f16e15 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Month", + "Browser", + COUNT(*) AS support +FROM "m6" +GROUP BY "Month", "Browser" +ORDER BY support ASC, "Month", "Browser" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a1317a0a5a6edea8c6f358b2300b6972a329c6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"Month\",\n \"Browser\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"Month\", \"Browser\"\nORDER BY support ASC, \"Month\", \"Browser\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"Month\\\",\\n \\\"Browser\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"Browser\\\"\\nORDER BY support ASC, \\\"Month\\\", \\\"Browser\\\"\\nLIMIT 13;\", \"columns\": [\"Month\", \"Browser\", \"support\"], \"rows\": [{\"Month\": \"Dec\", \"Browser\": \"11\", \"support\": 1}, {\"Month\": \"Feb\", \"Browser\": \"7\", \"support\": 1}, {\"Month\": \"Jul\", \"Browser\": \"11\", \"support\": 1}, {\"Month\": \"Jul\", \"Browser\": \"12\", \"support\": 1}, {\"Month\": \"June\", \"Browser\": \"13\", \"support\": 1}, {\"Month\": \"June\", \"Browser\": \"3\", \"support\": 1}, {\"Month\": \"June\", \"Browser\": \"7\", \"support\": 1}, {\"Month\": \"Mar\", \"Browser\": \"9\", \"support\": 1}, {\"Month\": \"May\", \"Browser\": \"12\", \"support\": 1}, {\"Month\": \"Oct\", \"Browser\": \"3\", \"support\": 1}, {\"Month\": \"Aug\", \"Browser\": \"7\", \"support\": 2}, {\"Month\": \"June\", \"Browser\": \"6\", \"support\": 2}, {\"Month\": \"Nov\", \"Browser\": \"11\", \"support\": 2}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8fae67fa1a89818d350d15a1e899fb633139cb13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:02:56.309581+00:00", + "ended_at": "2026-05-04T09:03:10.157497+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9070e8c97a71a326", + "problem_id": "v2p_m6_b90a156a26f16e15", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Month, group_col_2=Browser.", + "bindings": { + "group_col": "Month", + "group_col_2": "Browser", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_9070e8c97a71a326.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9070e8c97a71a326", + "api_calls": 0, + "input_tokens": 22943, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 23072, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2854, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13790.06, + "sql_execution_elapsed_ms_total": 14.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_9070e8c97a71a326\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..211d89ff7392b49866bc58769dca1aebb85265c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9070e8c97a71a326/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:03:10.130871+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13790.06, "started_at": "2026-05-04T09:02:56.318494+00:00", "ended_at": "2026-05-04T09:03:10.108460+00:00", "prompt_metrics": {"chars": 10556, "bytes_utf8": 10556, "lines": 312, "estimated_tokens": 2854}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22943, "cached_input_tokens": 21888, "output_tokens": 129}, "stderr_preview": "2026-05-04T09:02:56.588050Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:59.045430Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=OperatingSystems, measure_col=PageValues.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "PageValues", + "item_col": "ProductRelated", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3d95d26a254a2565a432fe685d9de91f55ca834 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-a893-78a2-ac56-09f94fac88a6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"OperatingSystems\\\", \\\"ProductRelated\\\",\\n SUM(CAST(\\\"PageValues\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"PageValues\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"PageValues\\\" AS REAL))) OVER (PARTITION BY \\\"OperatingSystems\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\", \\\"ProductRelated\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"OperatingSystems\\\", item_col=\\\"ProductRelated\\\", and measure_col=\\\"PageValues\\\". CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22988,"cached_input_tokens":21888,"output_tokens":210}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d87fa16ebe45401a4d14e9da97310d3200062372 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"OperatingSystems\", \"ProductRelated\",\n SUM(CAST(\"PageValues\" AS REAL)) AS total_measure,\n SUM(CAST(\"PageValues\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"PageValues\" AS REAL))) OVER (PARTITION BY \"OperatingSystems\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"OperatingSystems\", \"ProductRelated\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"OperatingSystems\", item_col=\"ProductRelated\", and measure_col=\"PageValues\". CAST to REAL is used because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01febfb2d1fdc4231ad3de5c7fb34acde8a90518 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:41:53.124117Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:55.660629Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:42:07.842609Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..52b88ab377c86c0a65d98ff9bb811f67e61ac2f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=OperatingSystems, measure_col=PageValues. +Result preview: [{"OperatingSystems": "5", "ProductRelated": "16", "total_measure": 26.18852293, "share_within_group": 99.99999999999999}, {"OperatingSystems": "6", "ProductRelated": "19", "total_measure": 75.306, "share_within_group": 45.752414949625326}, {"OperatingSystems": "6", "ProductRelated": "26", "total_measure": 45.69873563, "share_within_group": 27.764421363729156}, {"OperatingSystems": "8", "ProductRelated": "44", "total_measure": 360.9533839, "share_within_group": 24.07853934800932}, {"OperatingSystems": "8", "ProductRelated": "28", "total_measure": 226.6777017, "share_within_group": 15.121254442130109}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eccf28797e33c87cc4ce089539adc8b3ba13ef1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_919b3bc26a0e7f1e +-- problem_id: v2p_m6_e015ac348a0f56bd +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", "ProductRelated", + SUM(CAST("PageValues" AS REAL)) AS total_measure, + SUM(CAST("PageValues" AS REAL)) * 100.0 / SUM(SUM(CAST("PageValues" AS REAL))) OVER (PARTITION BY "OperatingSystems") AS share_within_group +FROM "m6" +GROUP BY "OperatingSystems", "ProductRelated" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05df05c59c591f87c2477a78ef16605e4b23c765 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"OperatingSystems\", \"ProductRelated\",\n SUM(CAST(\"PageValues\" AS REAL)) AS total_measure,\n SUM(CAST(\"PageValues\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"PageValues\" AS REAL))) OVER (PARTITION BY \"OperatingSystems\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"OperatingSystems\", \"ProductRelated\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"OperatingSystems\\\", \\\"ProductRelated\\\",\\n SUM(CAST(\\\"PageValues\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"PageValues\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"PageValues\\\" AS REAL))) OVER (PARTITION BY \\\"OperatingSystems\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\", \\\"ProductRelated\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"OperatingSystems\", \"ProductRelated\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"OperatingSystems\": \"5\", \"ProductRelated\": \"16\", \"total_measure\": 26.18852293, \"share_within_group\": 99.99999999999999}, {\"OperatingSystems\": \"6\", \"ProductRelated\": \"19\", \"total_measure\": 75.306, \"share_within_group\": 45.752414949625326}, {\"OperatingSystems\": \"6\", \"ProductRelated\": \"26\", \"total_measure\": 45.69873563, \"share_within_group\": 27.764421363729156}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"44\", \"total_measure\": 360.9533839, \"share_within_group\": 24.07853934800932}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"28\", \"total_measure\": 226.6777017, \"share_within_group\": 15.121254442130109}, {\"OperatingSystems\": \"6\", \"ProductRelated\": \"42\", \"total_measure\": 21.26632526, \"share_within_group\": 12.920427824465763}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"15\", \"total_measure\": 151.0476551, \"share_within_group\": 10.076112509191773}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"42\", \"total_measure\": 136.937958, \"share_within_group\": 9.134880449971169}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"32\", \"total_measure\": 120.82670797, \"share_within_group\": 8.060128459557784}, {\"OperatingSystems\": \"4\", \"ProductRelated\": \"62\", \"total_measure\": 304.24223677, \"share_within_group\": 7.809514626340264}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"14\", \"total_measure\": 116.3378652, \"share_within_group\": 7.760685977271993}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"13\", \"total_measure\": 103.0610827, \"share_within_group\": 6.875016125982336}, {\"OperatingSystems\": \"4\", \"ProductRelated\": \"114\", \"total_measure\": 255.5691579, \"share_within_group\": 6.560138059234511}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"11\", \"total_measure\": 87.9029606, \"share_within_group\": 5.863845554638152}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"6\", \"total_measure\": 87.9029606, \"share_within_group\": 5.863845554638152}, {\"OperatingSystems\": \"6\", \"ProductRelated\": \"36\", \"total_measure\": 9.323531746, \"share_within_group\": 5.664543240100348}, {\"OperatingSystems\": \"4\", \"ProductRelated\": \"23\", \"total_measure\": 213.99022893, \"share_within_group\": 5.492859375689163}, {\"OperatingSystems\": \"1\", \"ProductRelated\": \"13\", \"total_measure\": 720.5824849, \"share_within_group\": 5.365935239751794}, {\"OperatingSystems\": \"6\", \"ProductRelated\": \"22\", \"total_measure\": 8.052231522, \"share_within_group\": 4.8921604900671545}, {\"OperatingSystems\": \"4\", \"ProductRelated\": \"29\", \"total_measure\": 177.79252062, \"share_within_group\": 4.56370984179112}, {\"OperatingSystems\": \"4\", \"ProductRelated\": \"30\", \"total_measure\": 176.96091205000002, \"share_within_group\": 4.5423634982993235}, {\"OperatingSystems\": \"3\", \"ProductRelated\": \"22\", \"total_measure\": 385.92437519, \"share_within_group\": 4.399555464004243}, {\"OperatingSystems\": \"4\", \"ProductRelated\": \"14\", \"total_measure\": 166.12439247, \"share_within_group\": 4.2642037034690965}, {\"OperatingSystems\": \"4\", \"ProductRelated\": \"39\", \"total_measure\": 164.61115145, \"share_within_group\": 4.225360714394564}, {\"OperatingSystems\": \"1\", \"ProductRelated\": \"10\", \"total_measure\": 562.32889799, \"share_within_group\": 4.187474041190551}, {\"OperatingSystems\": \"1\", \"ProductRelated\": \"15\", \"total_measure\": 545.311584437, \"share_within_group\": 4.0607518346514615}, {\"OperatingSystems\": \"1\", \"ProductRelated\": \"21\", \"total_measure\": 542.256802249, \"share_within_group\": 4.038003899840598}, {\"OperatingSystems\": \"3\", \"ProductRelated\": \"32\", \"total_measure\": 347.24164274000003, \"share_within_group\": 3.958570551275618}, {\"OperatingSystems\": \"3\", \"ProductRelated\": \"36\", \"total_measure\": 337.15485371200003, \"share_within_group\": 3.84358069669453}, {\"OperatingSystems\": \"3\", \"ProductRelated\": \"39\", \"total_measure\": 335.13672950800003, \"share_within_group\": 3.8205739888016272}, {\"OperatingSystems\": \"1\", \"ProductRelated\": \"23\", \"total_measure\": 484.10628648299996, \"share_within_group\": 3.6049765805576093}, {\"OperatingSystems\": \"1\", \"ProductRelated\": \"12\", \"total_measure\": 482.173266047, \"share_within_group\": 3.590582027964325}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"31\", \"total_measure\": 52.67778465, \"share_within_group\": 3.514038562975186}, {\"OperatingSystems\": \"3\", \"ProductRelated\": \"13\", \"total_measure\": 305.87795249, \"share_within_group\": 3.487022597453907}, {\"OperatingSystems\": \"2\", \"ProductRelated\": \"7\", \"total_measure\": 1523.5357819600001, \"share_within_group\": 3.3986115418638256}, {\"OperatingSystems\": \"1\", \"ProductRelated\": \"24\", \"total_measure\": 440.63830594, \"share_within_group\": 3.2812851594028225}, {\"OperatingSystems\": \"4\", \"ProductRelated\": \"16\", \"total_measure\": 126.51104868, \"share_within_group\": 3.2473791132655996}, {\"OperatingSystems\": \"1\", \"ProductRelated\": \"14\", \"total_measure\": 427.866553189, \"share_within_group\": 3.186178215234593}, {\"OperatingSystems\": \"3\", \"ProductRelated\": \"19\", \"total_measure\": 278.1587508, \"share_within_group\": 3.171022435004891}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"4\", \"total_measure\": 46.06937312, \"share_within_group\": 3.073203529559826}, {\"OperatingSystems\": \"6\", \"ProductRelated\": \"116\", \"total_measure\": 4.947766276, \"share_within_group\": 3.00603213201225}, {\"OperatingSystems\": \"1\", \"ProductRelated\": \"6\", \"total_measure\": 395.70467513, \"share_within_group\": 2.946679534001261}, {\"OperatingSystems\": \"1\", \"ProductRelated\": \"25\", \"total_measure\": 389.190046127, \"share_within_group\": 2.8981672844342206}, {\"OperatingSystems\": \"3\", \"ProductRelated\": \"9\", \"total_measure\": 252.369142609, \"share_within_group\": 2.8770197263773722}, {\"OperatingSystems\": \"1\", \"ProductRelated\": \"9\", \"total_measure\": 378.94138379, \"share_within_group\": 2.82184894538653}, {\"OperatingSystems\": \"2\", \"ProductRelated\": \"12\", \"total_measure\": 1237.499583859, \"share_within_group\": 2.760539278798048}, {\"OperatingSystems\": \"2\", \"ProductRelated\": \"15\", \"total_measure\": 1229.514596177, \"share_within_group\": 2.742726850879372}, {\"OperatingSystems\": \"4\", \"ProductRelated\": \"22\", \"total_measure\": 105.85129628, \"share_within_group\": 2.7170693171726277}, {\"OperatingSystems\": \"1\", \"ProductRelated\": \"28\", \"total_measure\": 363.530067192, \"share_within_group\": 2.7070860576434894}, {\"OperatingSystems\": \"4\", \"ProductRelated\": \"12\", \"total_measure\": 104.43701992999999, \"share_within_group\": 2.680766626401386}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..be1f9895401175636858c3caf9a0dd08e441213f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:41:52.904814+00:00", + "ended_at": "2026-05-04T08:42:08.635605+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_919b3bc26a0e7f1e", + "problem_id": "v2p_m6_e015ac348a0f56bd", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=OperatingSystems, measure_col=PageValues.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "PageValues", + "item_col": "ProductRelated", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_919b3bc26a0e7f1e.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_919b3bc26a0e7f1e", + "api_calls": 0, + "input_tokens": 22988, + "cached_input_tokens": 21888, + "output_tokens": 210, + "total_tokens": 23198, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2897, + "estimated_output_tokens": 159, + "estimated_total_tokens": 3056, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15679.55, + "sql_execution_elapsed_ms_total": 18.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_919b3bc26a0e7f1e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64b3050b4fa5791ca1a9ad5ccdb8b51ed88764f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_919b3bc26a0e7f1e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:42:08.608052+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15679.55, "started_at": "2026-05-04T08:41:52.907439+00:00", "ended_at": "2026-05-04T08:42:08.588453+00:00", "prompt_metrics": {"chars": 10830, "bytes_utf8": 10830, "lines": 314, "estimated_tokens": 2897}, "response_metrics": {"chars": 645, "bytes_utf8": 645, "lines": 1, "estimated_tokens": 159}, "usage": {"input_tokens": 22988, "cached_input_tokens": 21888, "output_tokens": 210}, "stderr_preview": "2026-05-04T08:41:53.124117Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:55.660629Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9317f5990c6460e4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9317f5990c6460e4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b35d8bb76248f980622adc5b108ccb89777b7b1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9317f5990c6460e4/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_9317f5990c6460e4\n-- problem_id: v2p_m6_27d7af892a0feb8c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Informational_Duration\",\n COUNT(*) AS support,\n AVG(\"Administrative\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Informational_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_9317f5990c6460e4\\n-- problem_id: v2p_m6_27d7af892a0feb8c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Informational_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Informational_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"Informational_Duration\": \"0\", \"support\": 9925, \"avg_response\": 1.7118387909319899}, {\"Informational_Duration\": \"9\", \"support\": 33, \"avg_response\": 4.666666666666667}, {\"Informational_Duration\": \"10\", \"support\": 26, \"avg_response\": 5.1923076923076925}, {\"Informational_Duration\": \"7\", \"support\": 26, \"avg_response\": 3.423076923076923}, {\"Informational_Duration\": \"6\", \"support\": 26, \"avg_response\": 3.076923076923077}, {\"Informational_Duration\": \"12\", \"support\": 23, \"avg_response\": 4.043478260869565}, {\"Informational_Duration\": \"13\", \"support\": 23, \"avg_response\": 3.782608695652174}, {\"Informational_Duration\": \"8\", \"support\": 22, \"avg_response\": 4.2727272727272725}, {\"Informational_Duration\": \"16\", \"support\": 22, \"avg_response\": 3.772727272727273}, {\"Informational_Duration\": \"11\", \"support\": 21, \"avg_response\": 5.0476190476190474}, {\"Informational_Duration\": \"5\", \"support\": 18, \"avg_response\": 3.7222222222222223}, {\"Informational_Duration\": \"17\", \"support\": 18, \"avg_response\": 3.6666666666666665}, {\"Informational_Duration\": \"15\", \"support\": 18, \"avg_response\": 2.888888888888889}, {\"Informational_Duration\": \"23\", \"support\": 17, \"avg_response\": 5.647058823529412}, {\"Informational_Duration\": \"14\", \"support\": 17, \"avg_response\": 3.588235294117647}, {\"Informational_Duration\": \"4\", \"support\": 17, \"avg_response\": 3.411764705882353}, {\"Informational_Duration\": \"18\", \"support\": 17, \"avg_response\": 3.1176470588235294}, {\"Informational_Duration\": \"3\", \"support\": 16, \"avg_response\": 4.4375}, {\"Informational_Duration\": \"20\", \"support\": 14, \"avg_response\": 4.928571428571429}, {\"Informational_Duration\": \"21\", \"support\": 14, \"avg_response\": 3.142857142857143}, {\"Informational_Duration\": \"19\", \"support\": 12, \"avg_response\": 3.0833333333333335}, {\"Informational_Duration\": \"27\", \"support\": 12, \"avg_response\": 3.0}, {\"Informational_Duration\": \"31\", \"support\": 11, \"avg_response\": 2.909090909090909}, {\"Informational_Duration\": \"2\", \"support\": 11, \"avg_response\": 2.5454545454545454}, {\"Informational_Duration\": \"39\", \"support\": 10, \"avg_response\": 2.7}, {\"Informational_Duration\": \"56\", \"support\": 10, \"avg_response\": 2.4}, {\"Informational_Duration\": \"32\", \"support\": 9, \"avg_response\": 4.555555555555555}, {\"Informational_Duration\": \"33\", \"support\": 9, \"avg_response\": 4.222222222222222}, {\"Informational_Duration\": \"41\", \"support\": 9, \"avg_response\": 3.6666666666666665}, {\"Informational_Duration\": \"34\", \"support\": 9, \"avg_response\": 3.5555555555555554}, {\"Informational_Duration\": \"26\", \"support\": 9, \"avg_response\": 3.111111111111111}, {\"Informational_Duration\": \"37\", \"support\": 8, \"avg_response\": 4.75}, {\"Informational_Duration\": \"53\", \"support\": 8, \"avg_response\": 4.375}, {\"Informational_Duration\": \"51\", \"support\": 8, \"avg_response\": 3.375}, {\"Informational_Duration\": \"29.5\", \"support\": 8, \"avg_response\": 3.25}, {\"Informational_Duration\": \"40\", \"support\": 8, \"avg_response\": 2.75}, {\"Informational_Duration\": \"24\", \"support\": 8, \"avg_response\": 2.5}, {\"Informational_Duration\": \"22\", \"support\": 8, \"avg_response\": 2.0}, {\"Informational_Duration\": \"55\", \"support\": 8, \"avg_response\": 2.0}, {\"Informational_Duration\": \"28.2\", \"support\": 7, \"avg_response\": 6.714285714285714}, {\"Informational_Duration\": \"108\", \"support\": 7, \"avg_response\": 6.285714285714286}, {\"Informational_Duration\": \"28.5\", \"support\": 7, \"avg_response\": 5.285714285714286}, {\"Informational_Duration\": \"86\", \"support\": 7, \"avg_response\": 5.285714285714286}, {\"Informational_Duration\": \"61\", \"support\": 7, \"avg_response\": 5.142857142857143}, {\"Informational_Duration\": \"28\", \"support\": 7, \"avg_response\": 3.7142857142857144}, {\"Informational_Duration\": \"35\", \"support\": 7, \"avg_response\": 3.2857142857142856}, {\"Informational_Duration\": \"29\", \"support\": 7, \"avg_response\": 1.5714285714285714}, {\"Informational_Duration\": \"60.5\", \"support\": 6, \"avg_response\": 7.166666666666667}, {\"Informational_Duration\": \"46.5\", \"support\": 6, \"avg_response\": 5.833333333333333}, {\"Informational_Duration\": \"21.2\", \"support\": 6, \"avg_response\": 5.333333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.32}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9317f5990c6460e4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9317f5990c6460e4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f47e3036b781326ae1ff2ce76d42b91477d0792b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9317f5990c6460e4/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.236364+00:00", + "ended_at": "2026-05-04T09:03:22.248390+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9317f5990c6460e4", + "problem_id": "v2p_m6_27d7af892a0feb8c", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative, key_col=Informational_Duration.", + "bindings": { + "key_col": "Informational_Duration", + "measure_col": "Administrative", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_9317f5990c6460e4.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9317f5990c6460e4/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9317f5990c6460e4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9317f5990c6460e4/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6694055e6b485d051d224a452d4174a2bda3d64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10724, "bytes_utf8": 10724, "lines": 315, "estimated_tokens": 2882}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22973, "cached_input_tokens": 21888, "output_tokens": 251}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b88eebf42adc7c5cb853101787d00d49a6de307 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_93b079229c5b3cff", + "api_calls": 0, + "input_tokens": 22973, + "cached_input_tokens": 21888, + "output_tokens": 251, + "total_tokens": 23224, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2882, + "estimated_output_tokens": 132, + "estimated_total_tokens": 3014, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15182.84, + "sql_execution_elapsed_ms_total": 14.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_93b079229c5b3cff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7cd9bb900a43dc62bf2fb6c686e5b09eec18401d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:34:13.301005+00:00", + "ended_at": "2026-05-04T08:34:28.482809+00:00", + "elapsed_ms": 15182.84, + "prompt_metrics": { + "chars": 10724, + "bytes_utf8": 10724, + "lines": 315, + "estimated_tokens": 2882 + }, + "stdout_metrics": { + "chars": 817, + "bytes_utf8": 817, + "lines": 4, + "estimated_tokens": 239 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13183 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 483, + "bytes_utf8": 483, + "lines": 1, + "estimated_tokens": 132 + }, + "usage": { + "input_tokens": 22973, + "cached_input_tokens": 21888, + "output_tokens": 251 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1835040f763f75b7606cf092591d2351f456284a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=Browser, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Browser", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..75381071412b8a610cc0df22d0a196b0557669cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-a54c-7350-a9a4-f28807457df5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Browser\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Browser\\\"\\nORDER BY \\\"target_rate\\\" DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=SpecialDay, group_col_2=Browser, and target_col=VisitorType targeting 'New_Visitor'. Added LIMIT 16 from the bound top_k value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22973,"cached_input_tokens":21888,"output_tokens":251}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d20ccc1ca64bcf35bf600978dc4d8496a034f84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Browser\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Browser\"\nORDER BY \"target_rate\" DESC\nLIMIT 16;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=SpecialDay, group_col_2=Browser, and target_col=VisitorType targeting 'New_Visitor'. Added LIMIT 16 from the bound top_k value."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1888584d7406e52d33ae10c472cd79bc04cb0052 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:13.511615Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:15.932236Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:27.608090Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..446aa2fe95fa26a2b9bb5daa972869fe8a87f2df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=Browser, target_col=VisitorType. +Result preview: [{"SpecialDay": "1", "Browser": "8", "target_rate": 0.5}, {"SpecialDay": "0.6", "Browser": "3", "target_rate": 0.3333333333333333}, {"SpecialDay": "0.2", "Browser": "10", "target_rate": 0.25}, {"SpecialDay": "0", "Browser": "3", "target_rate": 0.21978021978021978}, {"SpecialDay": "0", "Browser": "4", "target_rate": 0.18345864661654135}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5be49e7a502da88aa7b1302fc5ce0ea98acfaf27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_93b079229c5b3cff +-- problem_id: v2p_m6_82fe97fa40869024 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Browser", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "SpecialDay", "Browser" +ORDER BY "target_rate" DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9478dc69b7a5671b3e35460e399ba20cddaf16d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Browser\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Browser\"\nORDER BY \"target_rate\" DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Browser\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Browser\\\"\\nORDER BY \\\"target_rate\\\" DESC\\nLIMIT 16;\", \"columns\": [\"SpecialDay\", \"Browser\", \"target_rate\"], \"rows\": [{\"SpecialDay\": \"1\", \"Browser\": \"8\", \"target_rate\": 0.5}, {\"SpecialDay\": \"0.6\", \"Browser\": \"3\", \"target_rate\": 0.3333333333333333}, {\"SpecialDay\": \"0.2\", \"Browser\": \"10\", \"target_rate\": 0.25}, {\"SpecialDay\": \"0\", \"Browser\": \"3\", \"target_rate\": 0.21978021978021978}, {\"SpecialDay\": \"0\", \"Browser\": \"4\", \"target_rate\": 0.18345864661654135}, {\"SpecialDay\": \"0\", \"Browser\": \"7\", \"target_rate\": 0.17777777777777778}, {\"SpecialDay\": \"0.6\", \"Browser\": \"5\", \"target_rate\": 0.16666666666666666}, {\"SpecialDay\": \"0\", \"Browser\": \"1\", \"target_rate\": 0.16444444444444445}, {\"SpecialDay\": \"0\", \"Browser\": \"8\", \"target_rate\": 0.16260162601626016}, {\"SpecialDay\": \"0.2\", \"Browser\": \"4\", \"target_rate\": 0.14285714285714285}, {\"SpecialDay\": \"0\", \"Browser\": \"5\", \"target_rate\": 0.14216867469879518}, {\"SpecialDay\": \"0\", \"Browser\": \"2\", \"target_rate\": 0.14095184613224765}, {\"SpecialDay\": \"0\", \"Browser\": \"10\", \"target_rate\": 0.13986013986013987}, {\"SpecialDay\": \"0\", \"Browser\": \"12\", \"target_rate\": 0.1111111111111111}, {\"SpecialDay\": \"0.8\", \"Browser\": \"4\", \"target_rate\": 0.09523809523809523}, {\"SpecialDay\": \"0.6\", \"Browser\": \"4\", \"target_rate\": 0.08}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e2b412474afe7c3bd2ff789b7c424c467d164bcf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:34:13.297121+00:00", + "ended_at": "2026-05-04T08:34:28.535850+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_93b079229c5b3cff", + "problem_id": "v2p_m6_82fe97fa40869024", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=Browser, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Browser", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_93b079229c5b3cff.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_93b079229c5b3cff", + "api_calls": 0, + "input_tokens": 22973, + "cached_input_tokens": 21888, + "output_tokens": 251, + "total_tokens": 23224, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2882, + "estimated_output_tokens": 132, + "estimated_total_tokens": 3014, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15182.84, + "sql_execution_elapsed_ms_total": 14.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_93b079229c5b3cff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0920e4cc7d5967efc8f9d00d17858f2144c1effe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93b079229c5b3cff/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:34:28.513921+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15182.84, "started_at": "2026-05-04T08:34:13.301005+00:00", "ended_at": "2026-05-04T08:34:28.482809+00:00", "prompt_metrics": {"chars": 10724, "bytes_utf8": 10724, "lines": 315, "estimated_tokens": 2882}, "response_metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22973, "cached_input_tokens": 21888, "output_tokens": 251}, "stderr_preview": "2026-05-04T08:34:13.511615Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:15.932236Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=Revenue, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Revenue", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf11e0b67bd765b0b63cccbdd231cb6ad2cb7b97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df221-68c8-79c1-9278-3b89b70844c8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Revenue\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Revenue\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=SpecialDay, group_col_2=Revenue, and target_col=VisitorType targeting 'Returning_Visitor'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22972,"cached_input_tokens":21888,"output_tokens":153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73b999a72c1f0c75534d86721b071d43a813e427 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Revenue\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Revenue\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=SpecialDay, group_col_2=Revenue, and target_col=VisitorType targeting 'Returning_Visitor'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..369d38f186a814dca115a59e4e854c56a8be9a2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T08:36:09.142835Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:36:11.747497Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:36:28.742495Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfd4cce3d4d051191d73146ad50b41dfbf5f701f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=Revenue, target_col=VisitorType. +Result preview: [{"SpecialDay": "0.2", "Revenue": "FALSE", "target_rate": 0.975609756097561}, {"SpecialDay": "0.8", "Revenue": "FALSE", "target_rate": 0.9745222929936306}, {"SpecialDay": "0.4", "Revenue": "FALSE", "target_rate": 0.9739130434782609}, {"SpecialDay": "1", "Revenue": "FALSE", "target_rate": 0.9583333333333334}, {"SpecialDay": "0.6", "Revenue": "FALSE", "target_rate": 0.9440993788819876}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..383290a90d8254b136f2bc61513bb57bc37ab596 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_93c3d8c420a90f0f +-- problem_id: v2p_m6_ca4951b30df0819f +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Revenue", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "Revenue" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..36d2f26e4d0a2af13ba7996a8cccc0752f5dd615 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Revenue\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Revenue\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Revenue\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Revenue\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"SpecialDay\", \"Revenue\", \"target_rate\"], \"rows\": [{\"SpecialDay\": \"0.2\", \"Revenue\": \"FALSE\", \"target_rate\": 0.975609756097561}, {\"SpecialDay\": \"0.8\", \"Revenue\": \"FALSE\", \"target_rate\": 0.9745222929936306}, {\"SpecialDay\": \"0.4\", \"Revenue\": \"FALSE\", \"target_rate\": 0.9739130434782609}, {\"SpecialDay\": \"1\", \"Revenue\": \"FALSE\", \"target_rate\": 0.9583333333333334}, {\"SpecialDay\": \"0.6\", \"Revenue\": \"FALSE\", \"target_rate\": 0.9440993788819876}, {\"SpecialDay\": \"0.8\", \"Revenue\": \"TRUE\", \"target_rate\": 0.9090909090909091}, {\"SpecialDay\": \"0.6\", \"Revenue\": \"TRUE\", \"target_rate\": 0.8620689655172413}, {\"SpecialDay\": \"0\", \"Revenue\": \"FALSE\", \"target_rate\": 0.8595371972318339}, {\"SpecialDay\": \"1\", \"Revenue\": \"TRUE\", \"target_rate\": 0.8}, {\"SpecialDay\": \"0\", \"Revenue\": \"TRUE\", \"target_rate\": 0.7695248498088476}, {\"SpecialDay\": \"0.4\", \"Revenue\": \"TRUE\", \"target_rate\": 0.6923076923076923}, {\"SpecialDay\": \"0.2\", \"Revenue\": \"TRUE\", \"target_rate\": 0.6428571428571429}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f9ae27b35036390e6b6e055eb8f9551717e5685c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:36:08.876172+00:00", + "ended_at": "2026-05-04T08:36:28.864163+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_93c3d8c420a90f0f", + "problem_id": "v2p_m6_ca4951b30df0819f", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=Revenue, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Revenue", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=81" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_93c3d8c420a90f0f.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_93c3d8c420a90f0f", + "api_calls": 0, + "input_tokens": 22972, + "cached_input_tokens": 21888, + "output_tokens": 153, + "total_tokens": 23125, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2881, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2995, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19949.19, + "sql_execution_elapsed_ms_total": 14.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_93c3d8c420a90f0f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f316f7e2103424651351c234db5c5ea2c4605301 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_93c3d8c420a90f0f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:36:28.842808+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19949.19, "started_at": "2026-05-04T08:36:08.880451+00:00", "ended_at": "2026-05-04T08:36:28.829745+00:00", "prompt_metrics": {"chars": 10714, "bytes_utf8": 10714, "lines": 315, "estimated_tokens": 2881}, "response_metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22972, "cached_input_tokens": 21888, "output_tokens": 153}, "stderr_preview": "2026-05-04T08:36:09.142835Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:36:11.747497Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1baa382647a5c39de0d34aabba604335e54f0a89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_940fdbe034ff5be2\n-- problem_id: v2p_m6_9f626e0928ddf28b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ExitRates\",\n COUNT(*) AS support,\n AVG(\"Administrative\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ExitRates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_940fdbe034ff5be2\\n-- problem_id: v2p_m6_9f626e0928ddf28b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ExitRates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ExitRates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ExitRates\", \"support\", \"avg_response\"], \"rows\": [{\"ExitRates\": \"0.2\", \"support\": 710, \"avg_response\": 0.02112676056338028}, {\"ExitRates\": \"0.1\", \"support\": 338, \"avg_response\": 0.07988165680473373}, {\"ExitRates\": \"0.05\", \"support\": 329, \"avg_response\": 0.49848024316109424}, {\"ExitRates\": \"0.033333333\", \"support\": 291, \"avg_response\": 0.9381443298969072}, {\"ExitRates\": \"0.066666667\", \"support\": 267, \"avg_response\": 0.24719101123595505}, {\"ExitRates\": \"0.025\", \"support\": 224, \"avg_response\": 1.1428571428571428}, {\"ExitRates\": \"0.04\", \"support\": 214, \"avg_response\": 0.9065420560747663}, {\"ExitRates\": \"0.016666667\", \"support\": 181, \"avg_response\": 1.6243093922651934}, {\"ExitRates\": \"0.02\", \"support\": 167, \"avg_response\": 1.8802395209580838}, {\"ExitRates\": \"0.022222222\", \"support\": 152, \"avg_response\": 1.4013157894736843}, {\"ExitRates\": \"0.028571429\", \"support\": 150, \"avg_response\": 1.4933333333333334}, {\"ExitRates\": \"0.014285714\", \"support\": 118, \"avg_response\": 1.8220338983050848}, {\"ExitRates\": \"0.0125\", \"support\": 112, \"avg_response\": 2.080357142857143}, {\"ExitRates\": \"0.011111111\", \"support\": 103, \"avg_response\": 2.2718446601941746}, {\"ExitRates\": \"0.018181818\", \"support\": 87, \"avg_response\": 2.32183908045977}, {\"ExitRates\": \"0.013333333\", \"support\": 87, \"avg_response\": 2.1494252873563218}, {\"ExitRates\": \"0.015384615\", \"support\": 83, \"avg_response\": 2.4096385542168677}, {\"ExitRates\": \"0.008333333\", \"support\": 78, \"avg_response\": 1.8974358974358974}, {\"ExitRates\": \"0\", \"support\": 76, \"avg_response\": 1.105263157894737}, {\"ExitRates\": \"0.01\", \"support\": 70, \"avg_response\": 2.2857142857142856}, {\"ExitRates\": \"0.133333333\", \"support\": 67, \"avg_response\": 0.014925373134328358}, {\"ExitRates\": \"0.15\", \"support\": 60, \"avg_response\": 0.03333333333333333}, {\"ExitRates\": \"0.044444444\", \"support\": 58, \"avg_response\": 0.7758620689655172}, {\"ExitRates\": \"0.00952381\", \"support\": 54, \"avg_response\": 2.388888888888889}, {\"ExitRates\": \"0.057142857\", \"support\": 54, \"avg_response\": 0.3333333333333333}, {\"ExitRates\": \"0.075\", \"support\": 54, \"avg_response\": 0.2962962962962963}, {\"ExitRates\": \"0.007142857\", \"support\": 51, \"avg_response\": 2.2549019607843137}, {\"ExitRates\": \"0.08\", \"support\": 46, \"avg_response\": 0.15217391304347827}, {\"ExitRates\": \"0.010526316\", \"support\": 45, \"avg_response\": 2.933333333333333}, {\"ExitRates\": \"0.009090909\", \"support\": 45, \"avg_response\": 2.111111111111111}, {\"ExitRates\": \"0.026666667\", \"support\": 45, \"avg_response\": 1.4222222222222223}, {\"ExitRates\": \"0.006666667\", \"support\": 44, \"avg_response\": 2.022727272727273}, {\"ExitRates\": \"0.0375\", \"support\": 44, \"avg_response\": 1.5909090909090908}, {\"ExitRates\": \"0.00625\", \"support\": 41, \"avg_response\": 1.853658536585366}, {\"ExitRates\": \"0.06\", \"support\": 41, \"avg_response\": 0.7804878048780488}, {\"ExitRates\": \"0.007692308\", \"support\": 38, \"avg_response\": 3.026315789473684}, {\"ExitRates\": \"0.03\", \"support\": 38, \"avg_response\": 2.1842105263157894}, {\"ExitRates\": \"0.011764706\", \"support\": 38, \"avg_response\": 2.1315789473684212}, {\"ExitRates\": \"0.042857143\", \"support\": 37, \"avg_response\": 1.162162162162162}, {\"ExitRates\": \"0.019047619\", \"support\": 36, \"avg_response\": 2.6944444444444446}, {\"ExitRates\": \"0.005555556\", \"support\": 36, \"avg_response\": 2.611111111111111}, {\"ExitRates\": \"0.007407407\", \"support\": 34, \"avg_response\": 1.7352941176470589}, {\"ExitRates\": \"0.036363636\", \"support\": 31, \"avg_response\": 0.8709677419354839}, {\"ExitRates\": \"0.021428571\", \"support\": 30, \"avg_response\": 1.7333333333333334}, {\"ExitRates\": \"0.004761905\", \"support\": 29, \"avg_response\": 3.0344827586206895}, {\"ExitRates\": \"0.055555556\", \"support\": 29, \"avg_response\": 1.2413793103448276}, {\"ExitRates\": \"0.041666667\", \"support\": 29, \"avg_response\": 0.8620689655172413}, {\"ExitRates\": \"0.027272727\", \"support\": 28, \"avg_response\": 2.0}, {\"ExitRates\": \"0.008695652\", \"support\": 27, \"avg_response\": 3.6296296296296298}, {\"ExitRates\": \"0.030769231\", \"support\": 26, \"avg_response\": 1.6923076923076923}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.29}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bcfb633cd43a17c0a4f99d3d2ecde7f999ce8e10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.509503+00:00", + "ended_at": "2026-05-04T09:03:22.524990+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_940fdbe034ff5be2", + "problem_id": "v2p_m6_9f626e0928ddf28b", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative, key_col=ExitRates.", + "bindings": { + "key_col": "ExitRates", + "measure_col": "Administrative", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=22", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 22, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_940fdbe034ff5be2.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94ca8f7bf3ac0ba01bd6771004990a7ce6b243c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10618, "bytes_utf8": 10618, "lines": 312, "estimated_tokens": 2823}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1076, "bytes_utf8": 1076, "lines": 1, "estimated_tokens": 294}, "usage": {"input_tokens": 22914, "cached_input_tokens": 21888, "output_tokens": 512}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cdbc2a3a7efc2a9820e7398951985a0a3f068a9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_953de3cfed2ac8cb", + "api_calls": 0, + "input_tokens": 22914, + "cached_input_tokens": 21888, + "output_tokens": 512, + "total_tokens": 23426, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2823, + "estimated_output_tokens": 294, + "estimated_total_tokens": 3117, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18925.09, + "sql_execution_elapsed_ms_total": 51.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_953de3cfed2ac8cb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb7b51942f4f86f9eba0648cc8878f9353a86fa0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:55:37.909987+00:00", + "ended_at": "2026-05-04T08:55:56.835376+00:00", + "elapsed_ms": 18925.09, + "prompt_metrics": { + "chars": 10618, + "bytes_utf8": 10618, + "lines": 312, + "estimated_tokens": 2823 + }, + "stdout_metrics": { + "chars": 1504, + "bytes_utf8": 1504, + "lines": 4, + "estimated_tokens": 464 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1076, + "bytes_utf8": 1076, + "lines": 1, + "estimated_tokens": 294 + }, + "usage": { + "input_tokens": 22914, + "cached_input_tokens": 21888, + "output_tokens": 512 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dee6bb111d39db7a8ed0861f625525db557ad6a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=TrafficType, measure_col=ProductRelated_Duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "TrafficType", + "measure_col": "ProductRelated_Duration", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2613fd0d30a52135fea030743c0d6732afe7164b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-3f5c-7a40-964f-15ce6aba0386"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n CAST(\\\"ProductRelated_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"TrafficType\\\"\\n ORDER BY CAST(\\\"ProductRelated_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"TrafficType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"TrafficType\\\" IS NOT NULL\\n AND \\\"ProductRelated_Duration\\\" IS NOT NULL\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n GROUP BY \\\"TrafficType\\\"\\n)\\nSELECT\\n \\\"TrafficType\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"TrafficType\\\" on CAST(\\\"ProductRelated_Duration\\\" AS REAL), preserving the grouped percentile-point intent of the planned template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22914,"cached_input_tokens":21888,"output_tokens":512}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44b8a93e79c8bfd262dd0abbec6d871b510230cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"TrafficType\",\n CAST(\"ProductRelated_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"TrafficType\"\n ORDER BY CAST(\"ProductRelated_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"TrafficType\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"TrafficType\" IS NOT NULL\n AND \"ProductRelated_Duration\" IS NOT NULL\n),\n\"percentile_point\" AS (\n SELECT\n \"TrafficType\",\n MIN(\"measure_value\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n GROUP BY \"TrafficType\"\n)\nSELECT\n \"TrafficType\",\n \"percentile_measure\"\nFROM \"percentile_point\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \"TrafficType\" on CAST(\"ProductRelated_Duration\" AS REAL), preserving the grouped percentile-point intent of the planned template."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3310bef3bc598c334bd5e08d982b70a4027e3ee5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:38.150059Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:40.622443Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:55.966250Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3862a76dc1b9d13cf82a86cd9641e2bc05fda1c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=TrafficType, measure_col=ProductRelated_Duration. +Result preview: [{"TrafficType": "14", "percentile_measure": 3772.405525}, {"TrafficType": "2", "percentile_measure": 3486.370682}, {"TrafficType": "13", "percentile_measure": 3309.448776}, {"TrafficType": "1", "percentile_measure": 3177.366667}, {"TrafficType": "10", "percentile_measure": 3135.442572}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3fa0f83a678501778c666885b141c700afaa84b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_953de3cfed2ac8cb +-- problem_id: v2p_m6_d0fcfa8dd6c81826 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "TrafficType", + CAST("ProductRelated_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "TrafficType" + ORDER BY CAST("ProductRelated_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "TrafficType" + ) AS "cnt" + FROM "m6" + WHERE "TrafficType" IS NOT NULL + AND "ProductRelated_Duration" IS NOT NULL +), +"percentile_point" AS ( + SELECT + "TrafficType", + MIN("measure_value") AS "percentile_measure" + FROM "ranked" + WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) + GROUP BY "TrafficType" +) +SELECT + "TrafficType", + "percentile_measure" +FROM "percentile_point" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf2e8ee460d1d75a1abeae5afe040b7965f8583e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"TrafficType\",\n CAST(\"ProductRelated_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"TrafficType\"\n ORDER BY CAST(\"ProductRelated_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"TrafficType\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"TrafficType\" IS NOT NULL\n AND \"ProductRelated_Duration\" IS NOT NULL\n),\n\"percentile_point\" AS (\n SELECT\n \"TrafficType\",\n MIN(\"measure_value\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n GROUP BY \"TrafficType\"\n)\nSELECT\n \"TrafficType\",\n \"percentile_measure\"\nFROM \"percentile_point\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n CAST(\\\"ProductRelated_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"TrafficType\\\"\\n ORDER BY CAST(\\\"ProductRelated_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"TrafficType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"TrafficType\\\" IS NOT NULL\\n AND \\\"ProductRelated_Duration\\\" IS NOT NULL\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n GROUP BY \\\"TrafficType\\\"\\n)\\nSELECT\\n \\\"TrafficType\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"TrafficType\", \"percentile_measure\"], \"rows\": [{\"TrafficType\": \"14\", \"percentile_measure\": 3772.405525}, {\"TrafficType\": \"2\", \"percentile_measure\": 3486.370682}, {\"TrafficType\": \"13\", \"percentile_measure\": 3309.448776}, {\"TrafficType\": \"1\", \"percentile_measure\": 3177.366667}, {\"TrafficType\": \"10\", \"percentile_measure\": 3135.442572}, {\"TrafficType\": \"6\", \"percentile_measure\": 2954.759524}, {\"TrafficType\": \"19\", \"percentile_measure\": 2697.487879}, {\"TrafficType\": \"8\", \"percentile_measure\": 2531.342297}, {\"TrafficType\": \"3\", \"percentile_measure\": 2246.166667}, {\"TrafficType\": \"4\", \"percentile_measure\": 2240.166667}, {\"TrafficType\": \"11\", \"percentile_measure\": 2151.097436}, {\"TrafficType\": \"7\", \"percentile_measure\": 2050.292399}, {\"TrafficType\": \"20\", \"percentile_measure\": 1939.571111}, {\"TrafficType\": \"5\", \"percentile_measure\": 1548.194444}, {\"TrafficType\": \"9\", \"percentile_measure\": 1395.258333}, {\"TrafficType\": \"15\", \"percentile_measure\": 1311.0}, {\"TrafficType\": \"16\", \"percentile_measure\": 1229.466667}, {\"TrafficType\": \"18\", \"percentile_measure\": 1098.0}, {\"TrafficType\": \"17\", \"percentile_measure\": 60.0}, {\"TrafficType\": \"12\", \"percentile_measure\": 15.0}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 51.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e7c5613be4b69cba6fee0fda1f9f80822860e5d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:55:37.906700+00:00", + "ended_at": "2026-05-04T08:55:56.914071+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_953de3cfed2ac8cb", + "problem_id": "v2p_m6_d0fcfa8dd6c81826", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=TrafficType, measure_col=ProductRelated_Duration.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "ProductRelated_Duration", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=117" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_953de3cfed2ac8cb.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_953de3cfed2ac8cb", + "api_calls": 0, + "input_tokens": 22914, + "cached_input_tokens": 21888, + "output_tokens": 512, + "total_tokens": 23426, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2823, + "estimated_output_tokens": 294, + "estimated_total_tokens": 3117, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18925.09, + "sql_execution_elapsed_ms_total": 51.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_953de3cfed2ac8cb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c12266ba63cd507f0f77177a09b6c5465e4ab295 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:55:56.854190+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18925.09, "started_at": "2026-05-04T08:55:37.909987+00:00", "ended_at": "2026-05-04T08:55:56.835376+00:00", "prompt_metrics": {"chars": 10618, "bytes_utf8": 10618, "lines": 312, "estimated_tokens": 2823}, "response_metrics": {"chars": 1076, "bytes_utf8": 1076, "lines": 1, "estimated_tokens": 294}, "usage": {"input_tokens": 22914, "cached_input_tokens": 21888, "output_tokens": 512}, "stderr_preview": "2026-05-04T08:55:38.150059Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:40.622443Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n GROUP BY \\\"TrafficType\\\"\\n)\\nSELECT\\n \\\"TrafficType\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"TrafficType\\\" on CAST(\\\"ProductRelated_Duration\\\" AS REAL"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..184fcaba359ff5bb5231acd3786fa2d1e030d082 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_953de3cfed2ac8cb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_953de3cfed2ac8cb", + "api_calls": 0, + "input_tokens": 22914, + "cached_input_tokens": 21888, + "output_tokens": 512, + "total_tokens": 23426, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2823, + "estimated_output_tokens": 294, + "estimated_total_tokens": 3117, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18925.09, + "sql_execution_elapsed_ms_total": 51.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_953de3cfed2ac8cb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..054f24b6c57d114e75472e5a98ed3b7b5583af5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10822, "bytes_utf8": 10822, "lines": 314, "estimated_tokens": 2899}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 648, "bytes_utf8": 648, "lines": 1, "estimated_tokens": 165}, "usage": {"input_tokens": 22990, "cached_input_tokens": 21888, "output_tokens": 270}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3831e67e3f1e410adb5d5e73f4ef0d9ba2a65ad3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_959ce3ed3e3d3cb9", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 21888, + "output_tokens": 270, + "total_tokens": 23260, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 165, + "estimated_total_tokens": 3064, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14497.34, + "sql_execution_elapsed_ms_total": 22.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_959ce3ed3e3d3cb9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a633df9506a5e255d8bb6113bbcaca101f7b903 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:41:23.720428+00:00", + "ended_at": "2026-05-04T08:41:38.216506+00:00", + "elapsed_ms": 14497.34, + "prompt_metrics": { + "chars": 10822, + "bytes_utf8": 10822, + "lines": 314, + "estimated_tokens": 2899 + }, + "stdout_metrics": { + "chars": 998, + "bytes_utf8": 998, + "lines": 4, + "estimated_tokens": 287 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13207 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 648, + "bytes_utf8": 648, + "lines": 1, + "estimated_tokens": 165 + }, + "usage": { + "input_tokens": 22990, + "cached_input_tokens": 21888, + "output_tokens": 270 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2f0ddd2a460abce217d19f421d537dfa10f38a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Month, measure_col=ExitRates.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Month", + "measure_col": "ExitRates", + "item_col": "Informational_Duration", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0375, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7d0ef63424ed45fd5b8b5c40aea0e4489f60089 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-36b1-7fe1-a4ff-c2295fca6439"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Month\\\", \\\"Informational_Duration\\\",\\n SUM(CAST(\\\"ExitRates\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ExitRates\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ExitRates\\\" AS REAL))) OVER (PARTITION BY \\\"Month\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"Informational_Duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the required Within-Group Share of Total template with group_col=\\\"Month\\\", item_col=\\\"Informational_Duration\\\", and measure_col=\\\"ExitRates\\\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22990,"cached_input_tokens":21888,"output_tokens":270}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1abdc7195edc85bc80efaf514c06a3bf4c6abce0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Month\", \"Informational_Duration\",\n SUM(CAST(\"ExitRates\" AS REAL)) AS total_measure,\n SUM(CAST(\"ExitRates\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ExitRates\" AS REAL))) OVER (PARTITION BY \"Month\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Month\", \"Informational_Duration\"\nORDER BY share_within_group DESC;","notes":"Applied the required Within-Group Share of Total template with group_col=\"Month\", item_col=\"Informational_Duration\", and measure_col=\"ExitRates\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a99e3838bd9b19972d7b2a56508778e3895852a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:41:23.957901Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:26.361517Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:41:37.489711Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..643cb48764adb53466853c3893015305b697b795 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Month, measure_col=ExitRates. +Result preview: [{"Month": "Feb", "Informational_Duration": "0", "total_measure": 13.477564255, "share_within_group": 98.78532901304574}, {"Month": "Mar", "Informational_Duration": "0", "total_measure": 79.209107656, "share_within_group": 93.1308851611541}, {"Month": "May", "Informational_Duration": "0", "total_measure": 150.373402749, "share_within_group": 91.50706457494958}, {"Month": "June", "Informational_Duration": "0", "total_measure": 15.118265177, "share_within_group": 90.13020344654261}, {"Month": "Dec", "Informational_Duration": "0", "total_measure": 63.986505453, "share_within_group": 89.70503491154128}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..594dabd2fd4d0fd24ab8ea402715be06a8abcd0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_959ce3ed3e3d3cb9 +-- problem_id: v2p_m6_d30a9e6f1c45b95a +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", "Informational_Duration", + SUM(CAST("ExitRates" AS REAL)) AS total_measure, + SUM(CAST("ExitRates" AS REAL)) * 100.0 / SUM(SUM(CAST("ExitRates" AS REAL))) OVER (PARTITION BY "Month") AS share_within_group +FROM "m6" +GROUP BY "Month", "Informational_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..021daa92cfc136b16128aa0dcf46ed4d6af9c819 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Month\", \"Informational_Duration\",\n SUM(CAST(\"ExitRates\" AS REAL)) AS total_measure,\n SUM(CAST(\"ExitRates\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ExitRates\" AS REAL))) OVER (PARTITION BY \"Month\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Month\", \"Informational_Duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Month\\\", \\\"Informational_Duration\\\",\\n SUM(CAST(\\\"ExitRates\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ExitRates\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ExitRates\\\" AS REAL))) OVER (PARTITION BY \\\"Month\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"Informational_Duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Month\", \"Informational_Duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Month\": \"Feb\", \"Informational_Duration\": \"0\", \"total_measure\": 13.477564255, \"share_within_group\": 98.78532901304574}, {\"Month\": \"Mar\", \"Informational_Duration\": \"0\", \"total_measure\": 79.209107656, \"share_within_group\": 93.1308851611541}, {\"Month\": \"May\", \"Informational_Duration\": \"0\", \"total_measure\": 150.373402749, \"share_within_group\": 91.50706457494958}, {\"Month\": \"June\", \"Informational_Duration\": \"0\", \"total_measure\": 15.118265177, \"share_within_group\": 90.13020344654261}, {\"Month\": \"Dec\", \"Informational_Duration\": \"0\", \"total_measure\": 63.986505453, \"share_within_group\": 89.70503491154128}, {\"Month\": \"Jul\", \"Informational_Duration\": \"0\", \"total_measure\": 17.021479, \"share_within_group\": 86.92092899080627}, {\"Month\": \"Nov\", \"Informational_Duration\": \"0\", \"total_measure\": 99.099777231, \"share_within_group\": 86.52720748666907}, {\"Month\": \"Aug\", \"Informational_Duration\": \"0\", \"total_measure\": 13.945202059, \"share_within_group\": 85.36669234940722}, {\"Month\": \"Sep\", \"Informational_Duration\": \"0\", \"total_measure\": 11.264491641, \"share_within_group\": 82.9272506228807}, {\"Month\": \"Oct\", \"Informational_Duration\": \"0\", \"total_measure\": 13.090836975, \"share_within_group\": 82.19139684465416}, {\"Month\": \"Oct\", \"Informational_Duration\": \"34.2\", \"total_measure\": 0.139376621, \"share_within_group\": 0.8750822571051046}, {\"Month\": \"Oct\", \"Informational_Duration\": \"6\", \"total_measure\": 0.130906616, \"share_within_group\": 0.8219029574498811}, {\"Month\": \"Jul\", \"Informational_Duration\": \"6\", \"total_measure\": 0.146540376, \"share_within_group\": 0.7483148565751574}, {\"Month\": \"Sep\", \"Informational_Duration\": \"11\", \"total_measure\": 0.099792683, \"share_within_group\": 0.7346565737018941}, {\"Month\": \"Aug\", \"Informational_Duration\": \"194.4\", \"total_measure\": 0.10454545500000001, \"share_within_group\": 0.6399835338172061}, {\"Month\": \"Sep\", \"Informational_Duration\": \"13\", \"total_measure\": 0.085714286, \"share_within_group\": 0.6310138356543058}, {\"Month\": \"Oct\", \"Informational_Duration\": \"37.3\", \"total_measure\": 0.086904762, \"share_within_group\": 0.5456353780031868}, {\"Month\": \"June\", \"Informational_Duration\": \"12\", \"total_measure\": 0.091304348, \"share_within_group\": 0.5443269690303782}, {\"Month\": \"June\", \"Informational_Duration\": \"34.3\", \"total_measure\": 0.090962963, \"share_within_group\": 0.5422917421611996}, {\"Month\": \"Sep\", \"Informational_Duration\": \"44\", \"total_measure\": 0.073225108, \"share_within_group\": 0.5390706546313737}, {\"Month\": \"Sep\", \"Informational_Duration\": \"12\", \"total_measure\": 0.072671958, \"share_within_group\": 0.5349984594410389}, {\"Month\": \"Sep\", \"Informational_Duration\": \"63.1\", \"total_measure\": 0.072399527, \"share_within_group\": 0.5329928692613444}, {\"Month\": \"Sep\", \"Informational_Duration\": \"244.3\", \"total_measure\": 0.067397661, \"share_within_group\": 0.49616999179971716}, {\"Month\": \"Oct\", \"Informational_Duration\": \"1657.3\", \"total_measure\": 0.076388889, \"share_within_group\": 0.4796110059510719}, {\"Month\": \"Sep\", \"Informational_Duration\": \"5\", \"total_measure\": 0.06424569799999999, \"share_within_group\": 0.4729657821482425}, {\"Month\": \"Oct\", \"Informational_Duration\": \"24.2\", \"total_measure\": 0.072363636, \"share_within_group\": 0.45433827760261314}, {\"Month\": \"June\", \"Informational_Duration\": \"6\", \"total_measure\": 0.07523244899999999, \"share_within_group\": 0.44851150940700557}, {\"Month\": \"Sep\", \"Informational_Duration\": \"7\", \"total_measure\": 0.06028708099999999, \"share_within_group\": 0.4438231244463941}, {\"Month\": \"Aug\", \"Informational_Duration\": \"36.2\", \"total_measure\": 0.071984127, \"share_within_group\": 0.4406567074217291}, {\"Month\": \"Aug\", \"Informational_Duration\": \"19.2\", \"total_measure\": 0.070737742, \"share_within_group\": 0.43302685993771606}, {\"Month\": \"Oct\", \"Informational_Duration\": \"42.2\", \"total_measure\": 0.066119363, \"share_within_group\": 0.4151333343946668}, {\"Month\": \"Sep\", \"Informational_Duration\": \"26.7\", \"total_measure\": 0.056333333, \"share_within_group\": 0.41471631148536053}, {\"Month\": \"Aug\", \"Informational_Duration\": \"112.6\", \"total_measure\": 0.066493056, \"share_within_group\": 0.4070426682172398}, {\"Month\": \"Aug\", \"Informational_Duration\": \"353.9666667\", \"total_measure\": 0.066033333, \"share_within_group\": 0.40422843635879074}, {\"Month\": \"Aug\", \"Informational_Duration\": \"103.8\", \"total_measure\": 0.064516129, \"share_within_group\": 0.39494074826712194}, {\"Month\": \"June\", \"Informational_Duration\": \"225.7666667\", \"total_measure\": 0.066158871, \"share_within_group\": 0.39441777434193814}, {\"Month\": \"Oct\", \"Informational_Duration\": \"13.4\", \"total_measure\": 0.062, \"share_within_group\": 0.38926973226389583}, {\"Month\": \"Sep\", \"Informational_Duration\": \"45.26666667\", \"total_measure\": 0.052857143, \"share_within_group\": 0.3891251984080943}, {\"Month\": \"Oct\", \"Informational_Duration\": \"20\", \"total_measure\": 0.06, \"share_within_group\": 0.3767126441263508}, {\"Month\": \"June\", \"Informational_Duration\": \"130.76\", \"total_measure\": 0.06218704, \"share_within_group\": 0.37073900353760697}, {\"Month\": \"Sep\", \"Informational_Duration\": \"32.2\", \"total_measure\": 0.050155633, \"share_within_group\": 0.3692371462908724}, {\"Month\": \"June\", \"Informational_Duration\": \"13\", \"total_measure\": 0.061861624000000004, \"share_within_group\": 0.3687989786775205}, {\"Month\": \"Oct\", \"Informational_Duration\": \"87.7\", \"total_measure\": 0.057575758, \"share_within_group\": 0.3614919338959816}, {\"Month\": \"Jul\", \"Informational_Duration\": \"3\", \"total_measure\": 0.07007215, \"share_within_group\": 0.35782650699055746}, {\"Month\": \"Aug\", \"Informational_Duration\": \"15.1\", \"total_measure\": 0.058447712, \"share_within_group\": 0.3577924384115055}, {\"Month\": \"June\", \"Informational_Duration\": \"47.4\", \"total_measure\": 0.058333333, \"share_within_group\": 0.34776444978644117}, {\"Month\": \"Sep\", \"Informational_Duration\": \"9\", \"total_measure\": 0.047186147, \"share_within_group\": 0.34737630093795463}, {\"Month\": \"Jul\", \"Informational_Duration\": \"152.2\", \"total_measure\": 0.067624521, \"share_within_group\": 0.3453275821612381}, {\"Month\": \"Oct\", \"Informational_Duration\": \"245.8\", \"total_measure\": 0.054666667, \"share_within_group\": 0.34322707785241213}, {\"Month\": \"June\", \"Informational_Duration\": \"14.2\", \"total_measure\": 0.05723545, \"share_within_group\": 0.34121922670747035}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 22.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc3e42990fabfb3ac616192d2ab1e46508367101 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:41:23.718946+00:00", + "ended_at": "2026-05-04T08:41:38.265225+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_959ce3ed3e3d3cb9", + "problem_id": "v2p_m6_d30a9e6f1c45b95a", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Month, measure_col=ExitRates.", + "bindings": { + "group_col": "Month", + "measure_col": "ExitRates", + "item_col": "Informational_Duration", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0375, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_959ce3ed3e3d3cb9.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_959ce3ed3e3d3cb9", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 21888, + "output_tokens": 270, + "total_tokens": 23260, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 165, + "estimated_total_tokens": 3064, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14497.34, + "sql_execution_elapsed_ms_total": 22.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_959ce3ed3e3d3cb9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..918979b9058bac7fcd2071000f4fc3a1cdade406 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_959ce3ed3e3d3cb9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:41:38.236049+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14497.34, "started_at": "2026-05-04T08:41:23.720428+00:00", "ended_at": "2026-05-04T08:41:38.216506+00:00", "prompt_metrics": {"chars": 10822, "bytes_utf8": 10822, "lines": 314, "estimated_tokens": 2899}, "response_metrics": {"chars": 648, "bytes_utf8": 648, "lines": 1, "estimated_tokens": 165}, "usage": {"input_tokens": 22990, "cached_input_tokens": 21888, "output_tokens": 270}, "stderr_preview": "2026-05-04T08:41:23.957901Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:26.361517Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=TrafficType, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "TrafficType", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f028d16904af423cfd66a629da413bebb559373 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-a4c3-75c0-9b27-3a0bbb381b64"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"TrafficType\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Uses the specified Tail Target-Rate Extremes template with group_col=\\\"TrafficType\\\", target_col=\\\"VisitorType\\\", target_value='Other', min_support=4, and top_k=18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22983,"cached_input_tokens":21888,"output_tokens":198}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..982af1ddf5313699d05d2a8efd0072646a7ea27c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"TrafficType\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Uses the specified Tail Target-Rate Extremes template with group_col=\"TrafficType\", target_col=\"VisitorType\", target_value='Other', min_support=4, and top_k=18."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80e67f8e3042ada3fd5d0fc06f5874770cfe86ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:00:26.238859Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:00:28.593116Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:00:37.317314Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab209e3fa5ae0bbd5c02af18517fafc63ea17f2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=TrafficType, target_col=VisitorType. +Result preview: [{"TrafficType": "20", "support": 198, "focus_rate": 0.26262626262626265}, {"TrafficType": "10", "support": 450, "focus_rate": 0.006666666666666667}, {"TrafficType": "11", "support": 247, "focus_rate": 0.004048582995951417}, {"TrafficType": "5", "support": 260, "focus_rate": 0.0038461538461538464}, {"TrafficType": "3", "support": 2052, "focus_rate": 0.00341130604288499}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..46dfcf1dcc8b83d2817eaaa0096b0307391155ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_95b7b835246f4a2f +-- problem_id: v2p_m6_6e15bf484fd20df9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "TrafficType", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "TrafficType" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c49b19c14d2c67b993d8f5fdcf8c37226803417 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"TrafficType\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"TrafficType\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"TrafficType\", \"support\", \"focus_rate\"], \"rows\": [{\"TrafficType\": \"20\", \"support\": 198, \"focus_rate\": 0.26262626262626265}, {\"TrafficType\": \"10\", \"support\": 450, \"focus_rate\": 0.006666666666666667}, {\"TrafficType\": \"11\", \"support\": 247, \"focus_rate\": 0.004048582995951417}, {\"TrafficType\": \"5\", \"support\": 260, \"focus_rate\": 0.0038461538461538464}, {\"TrafficType\": \"3\", \"support\": 2052, \"focus_rate\": 0.00341130604288499}, {\"TrafficType\": \"8\", \"support\": 343, \"focus_rate\": 0.0029154518950437317}, {\"TrafficType\": \"1\", \"support\": 2451, \"focus_rate\": 0.0028559771521827824}, {\"TrafficType\": \"2\", \"support\": 3913, \"focus_rate\": 0.002811142346026067}, {\"TrafficType\": \"6\", \"support\": 444, \"focus_rate\": 0.0022522522522522522}, {\"TrafficType\": \"13\", \"support\": 738, \"focus_rate\": 0.0013550135501355014}, {\"TrafficType\": \"18\", \"support\": 10, \"focus_rate\": 0.0}, {\"TrafficType\": \"14\", \"support\": 13, \"focus_rate\": 0.0}, {\"TrafficType\": \"19\", \"support\": 17, \"focus_rate\": 0.0}, {\"TrafficType\": \"15\", \"support\": 38, \"focus_rate\": 0.0}, {\"TrafficType\": \"7\", \"support\": 40, \"focus_rate\": 0.0}, {\"TrafficType\": \"9\", \"support\": 42, \"focus_rate\": 0.0}, {\"TrafficType\": \"4\", \"support\": 1069, \"focus_rate\": 0.0}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dcd5aed3a397de5228bf0ed284be60b240dfb31c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:00:26.029670+00:00", + "ended_at": "2026-05-04T09:00:38.243208+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_95b7b835246f4a2f", + "problem_id": "v2p_m6_6e15bf484fd20df9", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=TrafficType, target_col=VisitorType.", + "bindings": { + "group_col": "TrafficType", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=128" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_95b7b835246f4a2f.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_95b7b835246f4a2f", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 198, + "total_tokens": 23181, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 134, + "estimated_total_tokens": 3028, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12146.5, + "sql_execution_elapsed_ms_total": 11.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_95b7b835246f4a2f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b05e2440f98c89ae61de9220db74261b8fb8ce5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:00:38.221574+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12146.5, "started_at": "2026-05-04T09:00:26.034856+00:00", "ended_at": "2026-05-04T09:00:38.179425+00:00", "prompt_metrics": {"chars": 10750, "bytes_utf8": 10750, "lines": 313, "estimated_tokens": 2894}, "response_metrics": {"chars": 478, "bytes_utf8": 478, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 198}, "stderr_preview": "2026-05-04T09:00:26.238859Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:00:28.593116Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Uses the specified Tail Target-Rate Extremes template with group_col=\\\"TrafficType\\\", target_col=\\\"VisitorType\\\", target_value='Other', min_support=4, and top_k=18.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a7f3a6c9d630be2f6f994c9fa00359e751ab924a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_95b7b835246f4a2f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_95b7b835246f4a2f", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 198, + "total_tokens": 23181, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 134, + "estimated_total_tokens": 3028, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12146.5, + "sql_execution_elapsed_ms_total": 11.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_95b7b835246f4a2f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e66669ab7f07357265b8c85f5613235d30fb844 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10798, "bytes_utf8": 10798, "lines": 314, "estimated_tokens": 2899}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1445, "bytes_utf8": 1445, "lines": 1, "estimated_tokens": 398}, "usage": {"input_tokens": 22990, "cached_input_tokens": 21888, "output_tokens": 431}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3c78085ae44bf37eb2552389335a181c8647442d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_96f9c23dee5af0f4", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 21888, + "output_tokens": 431, + "total_tokens": 23421, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 398, + "estimated_total_tokens": 3297, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20128.57, + "sql_execution_elapsed_ms_total": 86.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_96f9c23dee5af0f4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..69b5aa733221cdd9ebbc70d3dc9d71a07b9b00d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:22:13.830807+00:00", + "ended_at": "2026-05-04T08:22:33.959031+00:00", + "elapsed_ms": 20128.57, + "prompt_metrics": { + "chars": 10798, + "bytes_utf8": 10798, + "lines": 314, + "estimated_tokens": 2899 + }, + "stdout_metrics": { + "chars": 1939, + "bytes_utf8": 1939, + "lines": 4, + "estimated_tokens": 608 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13240 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1445, + "bytes_utf8": 1445, + "lines": 1, + "estimated_tokens": 398 + }, + "usage": { + "input_tokens": 22990, + "cached_input_tokens": 21888, + "output_tokens": 431 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7065e3cf405382a5d6dbad5baba8132434e7df8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Region, group_col_2=Revenue, measure_col=BounceRates.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "Region", + "group_col_2": "Revenue", + "measure_col": "BounceRates", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c8a32fb90c3a4116112343090db766d839ded4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-aacf-7313-9b88-8e9c87c31a88"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n \\\"Revenue\\\",\\n CAST(\\\"BounceRates\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\", \\\"Revenue\\\"\\n ORDER BY CAST(\\\"BounceRates\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Region\\\", \\\"Revenue\\\"\\n ) AS \\\"cnt\\\",\\n AVG(CAST(\\\"BounceRates\\\" AS REAL)) OVER (\\n PARTITION BY \\\"Region\\\", \\\"Revenue\\\"\\n ) AS \\\"avg_measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"BounceRates\\\" IS NOT NULL\\n), \\\"stats\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n \\\"Revenue\\\",\\n AVG(CASE\\n WHEN \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2) THEN \\\"measure\\\"\\n END) AS \\\"median_measure\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - MAX(\\\"avg_measure\\\") * MAX(\\\"avg_measure\\\"))\\n ELSE NULL\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"Region\\\", \\\"Revenue\\\"\\n)\\nSELECT\\n \\\"Region\\\",\\n \\\"Revenue\\\",\\n \\\"median_measure\\\",\\n \\\"measure_stddev\\\"\\nFROM \\\"stats\\\"\\nORDER BY \\\"median_measure\\\" DESC;\",\"notes\":\"Adapted the requested template for SQLite by replacing unsupported PERCENTILE_CONT with a window-function median calculation and replacing STDDEV with the population standard deviation formula using AVG and SQRT. Identifiers are double-quoted and the query uses only the provided single table and bound columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22990,"cached_input_tokens":21888,"output_tokens":431}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6085baf82a04b914c114d7a96ed7309cbb6af63c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ordered\" AS (\n SELECT\n \"Region\",\n \"Revenue\",\n CAST(\"BounceRates\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\", \"Revenue\"\n ORDER BY CAST(\"BounceRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\", \"Revenue\"\n ) AS \"cnt\",\n AVG(CAST(\"BounceRates\" AS REAL)) OVER (\n PARTITION BY \"Region\", \"Revenue\"\n ) AS \"avg_measure\"\n FROM \"m6\"\n WHERE \"BounceRates\" IS NOT NULL\n), \"stats\" AS (\n SELECT\n \"Region\",\n \"Revenue\",\n AVG(CASE\n WHEN \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2) THEN \"measure\"\n END) AS \"median_measure\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\"measure\" * \"measure\") - MAX(\"avg_measure\") * MAX(\"avg_measure\"))\n ELSE NULL\n END AS \"measure_stddev\"\n FROM \"ordered\"\n GROUP BY \"Region\", \"Revenue\"\n)\nSELECT\n \"Region\",\n \"Revenue\",\n \"median_measure\",\n \"measure_stddev\"\nFROM \"stats\"\nORDER BY \"median_measure\" DESC;","notes":"Adapted the requested template for SQLite by replacing unsupported PERCENTILE_CONT with a window-function median calculation and replacing STDDEV with the population standard deviation formula using AVG and SQRT. Identifiers are double-quoted and the query uses only the provided single table and bound columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b24f16205f903ec865cc2bbac07cb7ec0458a35f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:14.031632Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:16.351558Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:33.250246Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..52d4915d3d968dfeb08d9d178e60143151fa034f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Region, group_col_2=Revenue, measure_col=BounceRates. +Result preview: [{"Region": "6", "Revenue": "FALSE", "median_measure": 0.006451613, "measure_stddev": 0.05128978934780108}, {"Region": "3", "Revenue": "FALSE", "median_measure": 0.005, "measure_stddev": 0.051230943611280534}, {"Region": "2", "Revenue": "FALSE", "median_measure": 0.004558442, "measure_stddev": 0.052881234871397315}, {"Region": "1", "Revenue": "FALSE", "median_measure": 0.004285714, "measure_stddev": 0.05168696968415666}, {"Region": "8", "Revenue": "FALSE", "median_measure": 0.0040507365, "measure_stddev": 0.04668912438971421}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5efc65f59d80a42b6758f30b8d8dd1ef6ade8ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/generated_sql.sql @@ -0,0 +1,51 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_96f9c23dee5af0f4 +-- problem_id: v2p_m6_71b9ddfe1e46a639 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "Region", + "Revenue", + CAST("BounceRates" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Region", "Revenue" + ORDER BY CAST("BounceRates" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Region", "Revenue" + ) AS "cnt", + AVG(CAST("BounceRates" AS REAL)) OVER ( + PARTITION BY "Region", "Revenue" + ) AS "avg_measure" + FROM "m6" + WHERE "BounceRates" IS NOT NULL +), "stats" AS ( + SELECT + "Region", + "Revenue", + AVG(CASE + WHEN "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) THEN "measure" + END) AS "median_measure", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG("measure" * "measure") - MAX("avg_measure") * MAX("avg_measure")) + ELSE NULL + END AS "measure_stddev" + FROM "ordered" + GROUP BY "Region", "Revenue" +) +SELECT + "Region", + "Revenue", + "median_measure", + "measure_stddev" +FROM "stats" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac1e9331760fe086f84bb3464195e47ba49bceb3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ordered\" AS (\n SELECT\n \"Region\",\n \"Revenue\",\n CAST(\"BounceRates\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\", \"Revenue\"\n ORDER BY CAST(\"BounceRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\", \"Revenue\"\n ) AS \"cnt\",\n AVG(CAST(\"BounceRates\" AS REAL)) OVER (\n PARTITION BY \"Region\", \"Revenue\"\n ) AS \"avg_measure\"\n FROM \"m6\"\n WHERE \"BounceRates\" IS NOT NULL\n), \"stats\" AS (\n SELECT\n \"Region\",\n \"Revenue\",\n AVG(CASE\n WHEN \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2) THEN \"measure\"\n END) AS \"median_measure\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\"measure\" * \"measure\") - MAX(\"avg_measure\") * MAX(\"avg_measure\"))\n ELSE NULL\n END AS \"measure_stddev\"\n FROM \"ordered\"\n GROUP BY \"Region\", \"Revenue\"\n)\nSELECT\n \"Region\",\n \"Revenue\",\n \"median_measure\",\n \"measure_stddev\"\nFROM \"stats\"\nORDER BY \"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n \\\"Revenue\\\",\\n CAST(\\\"BounceRates\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\", \\\"Revenue\\\"\\n ORDER BY CAST(\\\"BounceRates\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Region\\\", \\\"Revenue\\\"\\n ) AS \\\"cnt\\\",\\n AVG(CAST(\\\"BounceRates\\\" AS REAL)) OVER (\\n PARTITION BY \\\"Region\\\", \\\"Revenue\\\"\\n ) AS \\\"avg_measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"BounceRates\\\" IS NOT NULL\\n), \\\"stats\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n \\\"Revenue\\\",\\n AVG(CASE\\n WHEN \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2) THEN \\\"measure\\\"\\n END) AS \\\"median_measure\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - MAX(\\\"avg_measure\\\") * MAX(\\\"avg_measure\\\"))\\n ELSE NULL\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"Region\\\", \\\"Revenue\\\"\\n)\\nSELECT\\n \\\"Region\\\",\\n \\\"Revenue\\\",\\n \\\"median_measure\\\",\\n \\\"measure_stddev\\\"\\nFROM \\\"stats\\\"\\nORDER BY \\\"median_measure\\\" DESC;\", \"columns\": [\"Region\", \"Revenue\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"Region\": \"6\", \"Revenue\": \"FALSE\", \"median_measure\": 0.006451613, \"measure_stddev\": 0.05128978934780108}, {\"Region\": \"3\", \"Revenue\": \"FALSE\", \"median_measure\": 0.005, \"measure_stddev\": 0.051230943611280534}, {\"Region\": \"2\", \"Revenue\": \"FALSE\", \"median_measure\": 0.004558442, \"measure_stddev\": 0.052881234871397315}, {\"Region\": \"1\", \"Revenue\": \"FALSE\", \"median_measure\": 0.004285714, \"measure_stddev\": 0.05168696968415666}, {\"Region\": \"8\", \"Revenue\": \"FALSE\", \"median_measure\": 0.0040507365, \"measure_stddev\": 0.04668912438971421}, {\"Region\": \"4\", \"Revenue\": \"FALSE\", \"median_measure\": 0.004, \"measure_stddev\": 0.05306911825284554}, {\"Region\": \"5\", \"Revenue\": \"FALSE\", \"median_measure\": 0.003367289, \"measure_stddev\": 0.05150098903154915}, {\"Region\": \"7\", \"Revenue\": \"FALSE\", \"median_measure\": 0.003324125, \"measure_stddev\": 0.050837892248887045}, {\"Region\": \"1\", \"Revenue\": \"TRUE\", \"median_measure\": 0.000183655, \"measure_stddev\": 0.013447529167375783}, {\"Region\": \"2\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.009685565607748414}, {\"Region\": \"3\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.013786273434434742}, {\"Region\": \"4\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.011181850831236727}, {\"Region\": \"5\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.005663474865192147}, {\"Region\": \"6\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.008563334701869936}, {\"Region\": \"7\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.011894100967364596}, {\"Region\": \"8\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.011447964925693659}, {\"Region\": \"9\", \"Revenue\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 0.05805885917331291}, {\"Region\": \"9\", \"Revenue\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 0.005557482946828919}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 86.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d241405d6db5da37e0232a8224aa4d8e101d8235 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:22:13.826032+00:00", + "ended_at": "2026-05-04T08:22:34.074031+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_96f9c23dee5af0f4", + "problem_id": "v2p_m6_71b9ddfe1e46a639", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Region, group_col_2=Revenue, measure_col=BounceRates.", + "bindings": { + "group_col": "Region", + "group_col_2": "Revenue", + "measure_col": "BounceRates", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_96f9c23dee5af0f4.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_96f9c23dee5af0f4", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 21888, + "output_tokens": 431, + "total_tokens": 23421, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 398, + "estimated_total_tokens": 3297, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20128.57, + "sql_execution_elapsed_ms_total": 86.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_96f9c23dee5af0f4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23a14ad71f7e7bd256bec3497088b774a4c4eed5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:33.979138+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20128.57, "started_at": "2026-05-04T08:22:13.830807+00:00", "ended_at": "2026-05-04T08:22:33.959031+00:00", "prompt_metrics": {"chars": 10798, "bytes_utf8": 10798, "lines": 314, "estimated_tokens": 2899}, "response_metrics": {"chars": 1445, "bytes_utf8": 1445, "lines": 1, "estimated_tokens": 398}, "usage": {"input_tokens": 22990, "cached_input_tokens": 21888, "output_tokens": 431}, "stderr_preview": "2026-05-04T08:22:14.031632Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:16.351558Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - MAX(\\\"avg_measure\\\") * MAX(\\\"avg_measure\\\"))\\n ELSE NULL\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"Region\\\", \\\"Revenue\\\"\\n)\\nSELECT\\n \\\""} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f8f04925bdde08d213afaa7d7907f2304efaaf09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_96f9c23dee5af0f4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_96f9c23dee5af0f4", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 21888, + "output_tokens": 431, + "total_tokens": 23421, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 398, + "estimated_total_tokens": 3297, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20128.57, + "sql_execution_elapsed_ms_total": 86.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_96f9c23dee5af0f4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2207e9b0ee2d5b4e14a07f22fcbe3b88e8025522 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Informational_Duration": "0", "support": 9925, "avg_response": 0.02367758186397985}, {"Informational_Duration": "9", "support": 33, "avg_response": 1.6363636363636365}, {"Informational_Duration": "7", "support": 26, "avg_response": 1.6538461538461537}, {"Informational_Duration": "10", "support": 26, "avg_response": 1.5384615384615385}, {"Informational_Duration": "6", "support": 26, "avg_response": 1.3461538461538463}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..97142e962eff5d76a3314fc8222b97dc8aa7047c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_979a339a80ac5e6c +-- problem_id: v2p_m6_89e4c300aa7c5e80 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Informational_Duration", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "Informational_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c075b022d71ad54a1a044ae2ed25d8606d62772d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_979a339a80ac5e6c\n-- problem_id: v2p_m6_89e4c300aa7c5e80\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Informational_Duration\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Informational_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_979a339a80ac5e6c\\n-- problem_id: v2p_m6_89e4c300aa7c5e80\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Informational_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Informational_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"Informational_Duration\": \"0\", \"support\": 9925, \"avg_response\": 0.02367758186397985}, {\"Informational_Duration\": \"9\", \"support\": 33, \"avg_response\": 1.6363636363636365}, {\"Informational_Duration\": \"7\", \"support\": 26, \"avg_response\": 1.6538461538461537}, {\"Informational_Duration\": \"10\", \"support\": 26, \"avg_response\": 1.5384615384615385}, {\"Informational_Duration\": \"6\", \"support\": 26, \"avg_response\": 1.3461538461538463}, {\"Informational_Duration\": \"12\", \"support\": 23, \"avg_response\": 1.608695652173913}, {\"Informational_Duration\": \"13\", \"support\": 23, \"avg_response\": 1.4782608695652173}, {\"Informational_Duration\": \"8\", \"support\": 22, \"avg_response\": 1.6363636363636365}, {\"Informational_Duration\": \"16\", \"support\": 22, \"avg_response\": 1.5454545454545454}, {\"Informational_Duration\": \"11\", \"support\": 21, \"avg_response\": 1.5238095238095237}, {\"Informational_Duration\": \"15\", \"support\": 18, \"avg_response\": 1.6666666666666667}, {\"Informational_Duration\": \"5\", \"support\": 18, \"avg_response\": 1.5}, {\"Informational_Duration\": \"17\", \"support\": 18, \"avg_response\": 1.3333333333333333}, {\"Informational_Duration\": \"23\", \"support\": 17, \"avg_response\": 1.9411764705882353}, {\"Informational_Duration\": \"14\", \"support\": 17, \"avg_response\": 1.7058823529411764}, {\"Informational_Duration\": \"18\", \"support\": 17, \"avg_response\": 1.4705882352941178}, {\"Informational_Duration\": \"4\", \"support\": 17, \"avg_response\": 1.1764705882352942}, {\"Informational_Duration\": \"3\", \"support\": 16, \"avg_response\": 1.375}, {\"Informational_Duration\": \"20\", \"support\": 14, \"avg_response\": 1.5714285714285714}, {\"Informational_Duration\": \"21\", \"support\": 14, \"avg_response\": 1.4285714285714286}, {\"Informational_Duration\": \"27\", \"support\": 12, \"avg_response\": 1.9166666666666667}, {\"Informational_Duration\": \"19\", \"support\": 12, \"avg_response\": 1.5833333333333333}, {\"Informational_Duration\": \"31\", \"support\": 11, \"avg_response\": 2.1818181818181817}, {\"Informational_Duration\": \"2\", \"support\": 11, \"avg_response\": 1.0}, {\"Informational_Duration\": \"56\", \"support\": 10, \"avg_response\": 1.9}, {\"Informational_Duration\": \"39\", \"support\": 10, \"avg_response\": 1.7}, {\"Informational_Duration\": \"32\", \"support\": 9, \"avg_response\": 2.0}, {\"Informational_Duration\": \"34\", \"support\": 9, \"avg_response\": 2.0}, {\"Informational_Duration\": \"33\", \"support\": 9, \"avg_response\": 1.7777777777777777}, {\"Informational_Duration\": \"26\", \"support\": 9, \"avg_response\": 1.6666666666666667}, {\"Informational_Duration\": \"41\", \"support\": 9, \"avg_response\": 1.4444444444444444}, {\"Informational_Duration\": \"53\", \"support\": 8, \"avg_response\": 2.75}, {\"Informational_Duration\": \"40\", \"support\": 8, \"avg_response\": 2.25}, {\"Informational_Duration\": \"37\", \"support\": 8, \"avg_response\": 1.875}, {\"Informational_Duration\": \"24\", \"support\": 8, \"avg_response\": 1.625}, {\"Informational_Duration\": \"22\", \"support\": 8, \"avg_response\": 1.5}, {\"Informational_Duration\": \"51\", \"support\": 8, \"avg_response\": 1.5}, {\"Informational_Duration\": \"29.5\", \"support\": 8, \"avg_response\": 1.375}, {\"Informational_Duration\": \"55\", \"support\": 8, \"avg_response\": 1.375}, {\"Informational_Duration\": \"108\", \"support\": 7, \"avg_response\": 2.4285714285714284}, {\"Informational_Duration\": \"61\", \"support\": 7, \"avg_response\": 2.2857142857142856}, {\"Informational_Duration\": \"86\", \"support\": 7, \"avg_response\": 2.2857142857142856}, {\"Informational_Duration\": \"35\", \"support\": 7, \"avg_response\": 2.142857142857143}, {\"Informational_Duration\": \"28.2\", \"support\": 7, \"avg_response\": 1.7142857142857142}, {\"Informational_Duration\": \"29\", \"support\": 7, \"avg_response\": 1.7142857142857142}, {\"Informational_Duration\": \"28\", \"support\": 7, \"avg_response\": 1.2857142857142858}, {\"Informational_Duration\": \"28.5\", \"support\": 7, \"avg_response\": 1.1428571428571428}, {\"Informational_Duration\": \"172\", \"support\": 6, \"avg_response\": 3.3333333333333335}, {\"Informational_Duration\": \"106\", \"support\": 6, \"avg_response\": 2.8333333333333335}, {\"Informational_Duration\": \"60\", \"support\": 6, \"avg_response\": 2.6666666666666665}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6c631f8d678e9c3edd66ea0e36ab623ee09ada90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.265962+00:00", + "ended_at": "2026-05-04T09:03:22.278669+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_979a339a80ac5e6c", + "problem_id": "v2p_m6_89e4c300aa7c5e80", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=Informational_Duration.", + "bindings": { + "key_col": "Informational_Duration", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_979a339a80ac5e6c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65f75976b3fd3f31ab70c099284ab001183c7c34 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10737, "bytes_utf8": 10737, "lines": 315, "estimated_tokens": 2884}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 511, "bytes_utf8": 511, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22975, "cached_input_tokens": 21888, "output_tokens": 186}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..17087f3598942bcb6107446c4dbbf2d620baacbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_97f3b9eb4884839b", + "api_calls": 0, + "input_tokens": 22975, + "cached_input_tokens": 21888, + "output_tokens": 186, + "total_tokens": 23161, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2884, + "estimated_output_tokens": 130, + "estimated_total_tokens": 3014, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11916.63, + "sql_execution_elapsed_ms_total": 14.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_97f3b9eb4884839b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d1d3ea7639aa4fc50ca32628b1f06629cbf23742 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:34:53.540726+00:00", + "ended_at": "2026-05-04T08:35:05.456837+00:00", + "elapsed_ms": 11916.63, + "prompt_metrics": { + "chars": 10737, + "bytes_utf8": 10737, + "lines": 315, + "estimated_tokens": 2884 + }, + "stdout_metrics": { + "chars": 844, + "bytes_utf8": 844, + "lines": 4, + "estimated_tokens": 236 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13265 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 511, + "bytes_utf8": 511, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 22975, + "cached_input_tokens": 21888, + "output_tokens": 186 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94b09fddcab71aa055bec729408e93158f33aaa2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=TrafficType, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "TrafficType", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..171899f687aeb51bb140eb3f6ebeb47b34c4ae3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-4287-71f0-bbb9-311acdbffef7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"TrafficType\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"TrafficType\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the requested Two-Axis Target Rate Surface template with group_col=SpecialDay, group_col_2=TrafficType, and target_col=VisitorType targeting 'Returning_Visitor'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22975,"cached_input_tokens":21888,"output_tokens":186}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0988c6b02e1ed7c3cfa667f1d91e59d41bb433d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"TrafficType\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"TrafficType\"\nORDER BY \"target_rate\" DESC;","notes":"Used the requested Two-Axis Target Rate Surface template with group_col=SpecialDay, group_col_2=TrafficType, and target_col=VisitorType targeting 'Returning_Visitor'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e95bba4f8a444a264f6c406b678c0d76ab637798 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:53.757252Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:56.156293Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:04.738679Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d854247569f62b120cc387f415fd71047eaea6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=TrafficType, target_col=VisitorType. +Result preview: [{"SpecialDay": "0", "TrafficType": "12", "target_rate": 1.0}, {"SpecialDay": "0.2", "TrafficType": "1", "target_rate": 1.0}, {"SpecialDay": "0.2", "TrafficType": "11", "target_rate": 1.0}, {"SpecialDay": "0.2", "TrafficType": "15", "target_rate": 1.0}, {"SpecialDay": "0.2", "TrafficType": "19", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b5ccbb020293c8d58166676f78766022e5cb6a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_97f3b9eb4884839b +-- problem_id: v2p_m6_566e322b71d1c647 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "TrafficType", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "SpecialDay", "TrafficType" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aaa002a440ea97181272d91d6f0e5eb08c4d7327 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"TrafficType\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"TrafficType\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"TrafficType\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"TrafficType\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"SpecialDay\", \"TrafficType\", \"target_rate\"], \"rows\": [{\"SpecialDay\": \"0\", \"TrafficType\": \"12\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"1\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"11\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"15\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"19\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"3\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"4\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"6\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"1\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"11\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"13\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"14\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"15\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"19\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"20\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"4\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"7\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"1\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"15\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"19\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"20\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"6\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"7\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"1\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"13\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"14\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"18\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"20\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"3\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"6\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"1\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"13\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"15\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"17\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"19\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"20\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"3\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"6\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"7\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0\", \"TrafficType\": \"13\", \"target_rate\": 0.991304347826087}, {\"SpecialDay\": \"0\", \"TrafficType\": \"1\", \"target_rate\": 0.9807860262008734}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"13\", \"target_rate\": 0.972972972972973}, {\"SpecialDay\": \"1\", \"TrafficType\": \"2\", \"target_rate\": 0.96875}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"3\", \"target_rate\": 0.9672131147540983}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"4\", \"target_rate\": 0.9661016949152542}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"13\", \"target_rate\": 0.96}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"3\", \"target_rate\": 0.9552238805970149}, {\"SpecialDay\": \"0\", \"TrafficType\": \"10\", \"target_rate\": 0.9444444444444444}, {\"SpecialDay\": \"0\", \"TrafficType\": \"15\", \"target_rate\": 0.9393939393939394}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"2\", \"target_rate\": 0.9245283018867925}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.15}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3294bbf2c0d902e3293155e3a3cf38d7e452dba2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:34:53.537019+00:00", + "ended_at": "2026-05-04T08:35:05.529498+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_97f3b9eb4884839b", + "problem_id": "v2p_m6_566e322b71d1c647", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=TrafficType, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "TrafficType", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_97f3b9eb4884839b.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_97f3b9eb4884839b", + "api_calls": 0, + "input_tokens": 22975, + "cached_input_tokens": 21888, + "output_tokens": 186, + "total_tokens": 23161, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2884, + "estimated_output_tokens": 130, + "estimated_total_tokens": 3014, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11916.63, + "sql_execution_elapsed_ms_total": 14.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_97f3b9eb4884839b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb0ceaf1374deee0ced4a8cfd5825adb10081dcf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_97f3b9eb4884839b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:35:05.474706+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11916.63, "started_at": "2026-05-04T08:34:53.540726+00:00", "ended_at": "2026-05-04T08:35:05.456837+00:00", "prompt_metrics": {"chars": 10737, "bytes_utf8": 10737, "lines": 315, "estimated_tokens": 2884}, "response_metrics": {"chars": 511, "bytes_utf8": 511, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22975, "cached_input_tokens": 21888, "output_tokens": 186}, "stderr_preview": "2026-05-04T08:34:53.757252Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:56.156293Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Revenue, measure_col=Administrative_Duration.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Revenue", + "measure_col": "Administrative_Duration", + "predicate_col": "OperatingSystems", + "predicate_op": ">=", + "predicate_value": 3.0, + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 56.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7eb47cc146e10b3f04897c5f98c1fbf259c9072 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-3e67-70a2-b816-04beaa3a0902"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Revenue\\\", SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"OperatingSystems\\\" AS REAL) >= 3.0\\nGROUP BY \\\"Revenue\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"Revenue\\\", measure_col=\\\"Administrative_Duration\\\", predicate_col=\\\"OperatingSystems\\\", predicate_op=\\\">=\\\", predicate_value=3.0, and top_k=18. Cast numeric-looking TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22949,"cached_input_tokens":21888,"output_tokens":164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ff4b2b5a5de138e7a41cf6771c04f512e45efee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Revenue\", SUM(CAST(\"Administrative_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"OperatingSystems\" AS REAL) >= 3.0\nGROUP BY \"Revenue\"\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Used the required template with bound roles: group_col=\"Revenue\", measure_col=\"Administrative_Duration\", predicate_col=\"OperatingSystems\", predicate_op=\">=\", predicate_value=3.0, and top_k=18. Cast numeric-looking TEXT columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d39e21fe85c16bc5f333e4974a9503347e4a1714 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:40.763901Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:43.345945Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:56.113385Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..283ec02e96b9f01aaacbc6ab5e0f513b4f8a5a38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Revenue, measure_col=Administrative_Duration. +Result preview: [{"Revenue": "FALSE", "total_measure": 221159.97997497}, {"Revenue": "TRUE", "total_measure": 47748.947287633004}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee3cb20e08fe26f042c5100b4e15f3267b9af8b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_9829a856525c11a8 +-- problem_id: v2p_m6_48a2734e483481a8 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", SUM(CAST("Administrative_Duration" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("OperatingSystems" AS REAL) >= 3.0 +GROUP BY "Revenue" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03680ac44ef75495cba47a2548e3b0abf85a6e86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Revenue\", SUM(CAST(\"Administrative_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"OperatingSystems\" AS REAL) >= 3.0\nGROUP BY \"Revenue\"\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Revenue\\\", SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"OperatingSystems\\\" AS REAL) >= 3.0\\nGROUP BY \\\"Revenue\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"Revenue\", \"total_measure\"], \"rows\": [{\"Revenue\": \"FALSE\", \"total_measure\": 221159.97997497}, {\"Revenue\": \"TRUE\", \"total_measure\": 47748.947287633004}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fb90819e85723c68ab434d3fbb740e0b042b0d87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:20:40.527544+00:00", + "ended_at": "2026-05-04T08:20:56.941564+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9829a856525c11a8", + "problem_id": "v2p_m6_48a2734e483481a8", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Revenue, measure_col=Administrative_Duration.", + "bindings": { + "group_col": "Revenue", + "measure_col": "Administrative_Duration", + "predicate_col": "OperatingSystems", + "predicate_op": ">=", + "predicate_value": 3.0, + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 56.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_9829a856525c11a8.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9829a856525c11a8", + "api_calls": 0, + "input_tokens": 22949, + "cached_input_tokens": 21888, + "output_tokens": 164, + "total_tokens": 23113, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2860, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2995, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16379.97, + "sql_execution_elapsed_ms_total": 5.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_9829a856525c11a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec94f7b86505b7947c5eaa2481f89becb15bfa0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:56.929590+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16379.97, "started_at": "2026-05-04T08:20:40.531228+00:00", "ended_at": "2026-05-04T08:20:56.911251+00:00", "prompt_metrics": {"chars": 10715, "bytes_utf8": 10715, "lines": 316, "estimated_tokens": 2860}, "response_metrics": {"chars": 561, "bytes_utf8": 561, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22949, "cached_input_tokens": 21888, "output_tokens": 164}, "stderr_preview": "2026-05-04T08:20:40.763901Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:43.345945Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 3.0\\nGROUP BY \\\"Revenue\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"Revenue\\\", measure_col=\\\"Administrative_Duration\\\", predicate_col=\\\"OperatingSystems\\\", predicate_op=\\\">=\\\", predicate_value=3.0, and top_k=18. Cast numeric-looking TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b11ebf4086d8dc65bbc7ce353884b83524a25ec1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9829a856525c11a8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9829a856525c11a8", + "api_calls": 0, + "input_tokens": 22949, + "cached_input_tokens": 21888, + "output_tokens": 164, + "total_tokens": 23113, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2860, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2995, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16379.97, + "sql_execution_elapsed_ms_total": 5.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_9829a856525c11a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98309a01a25338ef/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98309a01a25338ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4d3a9c2ad2ca311787245e2f0bdec21ed97266a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98309a01a25338ef/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 9699, "support_share": 0.78661800486618, "support_rank": 1}, {"value_label": "1", "support": 1041, "support_share": 0.08442822384428224, "support_rank": 2}, {"value_label": "2", "support": 728, "support_share": 0.059042984590429844, "support_rank": 3}, {"value_label": "3", "support": 380, "support_share": 0.030819140308191405, "support_rank": 4}, {"value_label": "4", "support": 222, "support_share": 0.01800486618004866, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98309a01a25338ef/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98309a01a25338ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a49af7725f4689a4785fd1552bb299546eba3ea7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98309a01a25338ef/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_98309a01a25338ef +-- problem_id: v2p_m6_344cba76d309ed70 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Informational" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Informational" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98309a01a25338ef/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98309a01a25338ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b46175ba217e518d8858109167d7f4faf3e60c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98309a01a25338ef/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m6_98309a01a25338ef\n-- problem_id: v2p_m6_344cba76d309ed70\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Informational\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"Informational\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m6_98309a01a25338ef\\n-- problem_id: v2p_m6_344cba76d309ed70\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Informational\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"Informational\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0\", \"support\": 9699, \"support_share\": 0.78661800486618, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 1041, \"support_share\": 0.08442822384428224, \"support_rank\": 2}, {\"value_label\": \"2\", \"support\": 728, \"support_share\": 0.059042984590429844, \"support_rank\": 3}, {\"value_label\": \"3\", \"support\": 380, \"support_share\": 0.030819140308191405, \"support_rank\": 4}, {\"value_label\": \"4\", \"support\": 222, \"support_share\": 0.01800486618004866, \"support_rank\": 5}, {\"value_label\": \"5\", \"support\": 99, \"support_share\": 0.008029197080291971, \"support_rank\": 6}, {\"value_label\": \"6\", \"support\": 78, \"support_share\": 0.006326034063260341, \"support_rank\": 7}, {\"value_label\": \"7\", \"support\": 36, \"support_share\": 0.00291970802919708, \"support_rank\": 8}, {\"value_label\": \"9\", \"support\": 15, \"support_share\": 0.0012165450121654502, \"support_rank\": 9}, {\"value_label\": \"8\", \"support\": 14, \"support_share\": 0.0011354420113544202, \"support_rank\": 10}, {\"value_label\": \"10\", \"support\": 7, \"support_share\": 0.0005677210056772101, \"support_rank\": 11}, {\"value_label\": \"12\", \"support\": 5, \"support_share\": 0.00040551500405515005, \"support_rank\": 12}, {\"value_label\": \"14\", \"support\": 2, \"support_share\": 0.00016220600162206002, \"support_rank\": 13}, {\"value_label\": \"11\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"support_rank\": 14}, {\"value_label\": \"13\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"support_rank\": 15}, {\"value_label\": \"16\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"support_rank\": 16}, {\"value_label\": \"24\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"support_rank\": 17}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98309a01a25338ef/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98309a01a25338ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..615005771cfb139b3d04b32be088edf10a7e988f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98309a01a25338ef/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.014191+00:00", + "ended_at": "2026-05-04T09:03:22.024279+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_98309a01a25338ef", + "problem_id": "v2p_m6_344cba76d309ed70", + "dataset_id": "m6", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=Informational.", + "bindings": { + "group_col": "Informational" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_98309a01a25338ef.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98309a01a25338ef/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98309a01a25338ef/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98309a01a25338ef/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98e11186cd02f76c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98e11186cd02f76c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcada4df5d02ca5aa917cdd7155d5dbec0d5ce6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98e11186cd02f76c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Returning_Visitor", "support": 10551, "support_share": 0.8557177615571776, "cumulative_support": 10551}, {"value_label": "New_Visitor", "support": 1694, "support_share": 0.13738848337388485, "cumulative_support": 12245}, {"value_label": "Other", "support": 85, "support_share": 0.006893755068937551, "cumulative_support": 12330}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98e11186cd02f76c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98e11186cd02f76c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c2e8279ad8b78d67cfbed9ad3f057e3564f21731 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98e11186cd02f76c/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_98e11186cd02f76c +-- problem_id: v2p_m6_5f63b8eef8d5a2fd +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "VisitorType" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "VisitorType" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98e11186cd02f76c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98e11186cd02f76c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f633f06be65dabd9d19b36f793c0814c6f722fee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98e11186cd02f76c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m6_98e11186cd02f76c\n-- problem_id: v2p_m6_5f63b8eef8d5a2fd\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"VisitorType\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"VisitorType\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m6_98e11186cd02f76c\\n-- problem_id: v2p_m6_5f63b8eef8d5a2fd\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"VisitorType\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"VisitorType\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"Returning_Visitor\", \"support\": 10551, \"support_share\": 0.8557177615571776, \"cumulative_support\": 10551}, {\"value_label\": \"New_Visitor\", \"support\": 1694, \"support_share\": 0.13738848337388485, \"cumulative_support\": 12245}, {\"value_label\": \"Other\", \"support\": 85, \"support_share\": 0.006893755068937551, \"cumulative_support\": 12330}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98e11186cd02f76c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98e11186cd02f76c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..940b92427fa1847d39aa361eb3fa1678c7837162 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98e11186cd02f76c/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:21.953612+00:00", + "ended_at": "2026-05-04T09:03:21.965901+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_98e11186cd02f76c", + "problem_id": "v2p_m6_5f63b8eef8d5a2fd", + "dataset_id": "m6", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=VisitorType.", + "bindings": { + "group_col": "VisitorType" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_98e11186cd02f76c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98e11186cd02f76c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98e11186cd02f76c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98e11186cd02f76c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12942cb871f744d51cc22186fc5bbd9622bd9438 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10957, "bytes_utf8": 10957, "lines": 317, "estimated_tokens": 2896}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1278, "bytes_utf8": 1278, "lines": 1, "estimated_tokens": 350}, "usage": {"input_tokens": 22987, "cached_input_tokens": 21888, "output_tokens": 541}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ec70b34828d8ddd012ae25a4f2f8fa7fb45809a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_98fdc261ccc77dda", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 21888, + "output_tokens": 541, + "total_tokens": 23528, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 350, + "estimated_total_tokens": 3246, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18389.97, + "sql_execution_elapsed_ms_total": 39.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_98fdc261ccc77dda\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..92531fc9ef2978c8cc31ceaa6552f22c3f947a76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:47:53.850019+00:00", + "ended_at": "2026-05-04T08:48:12.240322+00:00", + "elapsed_ms": 18389.97, + "prompt_metrics": { + "chars": 10957, + "bytes_utf8": 10957, + "lines": 317, + "estimated_tokens": 2896 + }, + "stdout_metrics": { + "chars": 1735, + "bytes_utf8": 1735, + "lines": 4, + "estimated_tokens": 537 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13250 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1278, + "bytes_utf8": 1278, + "lines": 1, + "estimated_tokens": 350 + }, + "usage": { + "input_tokens": 22987, + "cached_input_tokens": 21888, + "output_tokens": 541 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e84d8cb9ae6c056713bebbda064f39e9b5e0f2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,317 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, measure_col=ProductRelated_Duration, condition_col=Weekend.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "ProductRelated_Duration", + "condition_col": "Weekend", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bd6d37c516f7b6005789e2a7d705e3a65fa58a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22c-2aa5-7e73-ba0e-cafc00e211a0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n CAST(\\\"ProductRelated_Duration\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" = 'FALSE'\\n AND \\\"ProductRelated_Duration\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"measure\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n MIN(\\\"measure\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nHAVING COUNT(*) >= 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 90th percentile per OperatingSystems group for rows where Weekend = 'FALSE' by selecting the smallest ordered value at or above CEIL(0.9 * group_size). ProductRelated_Duration is CAST to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22987,"cached_input_tokens":21888,"output_tokens":541}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bce1d05bc6dfee05eae08c697e637bd7c887d2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"OperatingSystems\",\n CAST(\"ProductRelated_Duration\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Weekend\" = 'FALSE'\n AND \"ProductRelated_Duration\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\"\n ) AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"OperatingSystems\",\n \"measure\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"OperatingSystems\",\n MIN(\"measure\") AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"OperatingSystems\"\nHAVING COUNT(*) >= 1\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this approximates the 90th percentile per OperatingSystems group for rows where Weekend = 'FALSE' by selecting the smallest ordered value at or above CEIL(0.9 * group_size). ProductRelated_Duration is CAST to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c6492177563908d3c1e1514a1095885cf1966f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:47:54.111080Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:47:56.525367Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:48:11.481261Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0b3d2f83af47d49032100f41e41c08e4507e083 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, measure_col=ProductRelated_Duration, condition_col=Weekend. +Result preview: [{"OperatingSystems": "5", "conditional_percentile": 63.0}, {"OperatingSystems": "8", "conditional_percentile": 0.0}, {"OperatingSystems": "7", "conditional_percentile": 0.0}, {"OperatingSystems": "6", "conditional_percentile": 0.0}, {"OperatingSystems": "4", "conditional_percentile": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..975d1900f463d6bf25e441b6c2d9f975237cfe2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/generated_sql.sql @@ -0,0 +1,50 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_98fdc261ccc77dda +-- problem_id: v2p_m6_c62d3e42967ac0b9 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "OperatingSystems", + CAST("ProductRelated_Duration" AS REAL) AS "measure" + FROM "m6" + WHERE "Weekend" = 'FALSE' + AND "ProductRelated_Duration" IS NOT NULL +), +"ranked" AS ( + SELECT + "OperatingSystems", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems" + ) AS "cnt" + FROM "filtered" +), +"picked" AS ( + SELECT + "OperatingSystems", + "measure", + "cnt", + CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "OperatingSystems", + MIN("measure") AS "conditional_percentile" +FROM "picked" +WHERE "rn" >= "target_rn" +GROUP BY "OperatingSystems" +HAVING COUNT(*) >= 1 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38f1336c67765d21c5d72b3ee5e40f6f40938a70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"OperatingSystems\",\n CAST(\"ProductRelated_Duration\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Weekend\" = 'FALSE'\n AND \"ProductRelated_Duration\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\"\n ) AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"OperatingSystems\",\n \"measure\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"OperatingSystems\",\n MIN(\"measure\") AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"OperatingSystems\"\nHAVING COUNT(*) >= 1\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n CAST(\\\"ProductRelated_Duration\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" = 'FALSE'\\n AND \\\"ProductRelated_Duration\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"measure\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n MIN(\\\"measure\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nHAVING COUNT(*) >= 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"OperatingSystems\", \"conditional_percentile\"], \"rows\": [{\"OperatingSystems\": \"5\", \"conditional_percentile\": 63.0}, {\"OperatingSystems\": \"8\", \"conditional_percentile\": 0.0}, {\"OperatingSystems\": \"7\", \"conditional_percentile\": 0.0}, {\"OperatingSystems\": \"6\", \"conditional_percentile\": 0.0}, {\"OperatingSystems\": \"4\", \"conditional_percentile\": 0.0}, {\"OperatingSystems\": \"3\", \"conditional_percentile\": 0.0}, {\"OperatingSystems\": \"2\", \"conditional_percentile\": 0.0}, {\"OperatingSystems\": \"1\", \"conditional_percentile\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 39.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0dab79b754e55f5dc533cf9cb5cb5be72ebc1955 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:47:53.845833+00:00", + "ended_at": "2026-05-04T08:48:12.313097+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_98fdc261ccc77dda", + "problem_id": "v2p_m6_c62d3e42967ac0b9", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, measure_col=ProductRelated_Duration, condition_col=Weekend.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "ProductRelated_Duration", + "condition_col": "Weekend", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_98fdc261ccc77dda.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_98fdc261ccc77dda", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 21888, + "output_tokens": 541, + "total_tokens": 23528, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 350, + "estimated_total_tokens": 3246, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18389.97, + "sql_execution_elapsed_ms_total": 39.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_98fdc261ccc77dda\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1eeec6a87e4fe028788bf0820d5b771d850510b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:48:12.264740+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18389.97, "started_at": "2026-05-04T08:47:53.850019+00:00", "ended_at": "2026-05-04T08:48:12.240322+00:00", "prompt_metrics": {"chars": 10957, "bytes_utf8": 10957, "lines": 317, "estimated_tokens": 2896}, "response_metrics": {"chars": 1278, "bytes_utf8": 1278, "lines": 1, "estimated_tokens": 350}, "usage": {"input_tokens": 22987, "cached_input_tokens": 21888, "output_tokens": 541}, "stderr_preview": "2026-05-04T08:47:54.111080Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:47:56.525367Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = \\\"target_rn\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nHAVING COUNT(*) >= 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not sup"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8f99898a155f7158204719bab52b3cd6b6c6bda5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_98fdc261ccc77dda/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_98fdc261ccc77dda", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 21888, + "output_tokens": 541, + "total_tokens": 23528, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 350, + "estimated_total_tokens": 3246, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18389.97, + "sql_execution_elapsed_ms_total": 39.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_98fdc261ccc77dda\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..008b4913389e2e383e2393e9679782a5edfc1564 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10695, "bytes_utf8": 10695, "lines": 316, "estimated_tokens": 2858}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22947, "cached_input_tokens": 21888, "output_tokens": 145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2517a5cce07df37a889ac24a2db8d4750a24610b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_99341bf990fbd5f5", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 145, + "total_tokens": 23092, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11126.75, + "sql_execution_elapsed_ms_total": 8.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_99341bf990fbd5f5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d2e3459da4966ef9657ce80dac9b6bbb8ffdb9c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:18:28.762099+00:00", + "ended_at": "2026-05-04T08:18:39.887707+00:00", + "elapsed_ms": 11126.75, + "prompt_metrics": { + "chars": 10695, + "bytes_utf8": 10695, + "lines": 316, + "estimated_tokens": 2858 + }, + "stdout_metrics": { + "chars": 822, + "bytes_utf8": 822, + "lines": 4, + "estimated_tokens": 228 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13285 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 488, + "bytes_utf8": 488, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 145 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..30ca923e4699017feb2ca91340dfcaa8dea11820 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Browser, measure_col=OperatingSystems.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Browser", + "measure_col": "OperatingSystems", + "predicate_col": "Informational", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ffed58b87b0a5ee34cd9bc1a4575fc666248271 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-3b95-71c0-a836-5a1a20237627"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Browser\\\", SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Browser\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the requested template and fixed bindings: group_col=\\\"Browser\\\", measure_col=\\\"OperatingSystems\\\", predicate_col=\\\"Informational\\\". Cast numeric-looking TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22947,"cached_input_tokens":21888,"output_tokens":145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34f7bf715498db1949304b55079be15762b87293 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Browser\", SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Informational\" AS REAL) >= 0.0\nGROUP BY \"Browser\"\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the requested template and fixed bindings: group_col=\"Browser\", measure_col=\"OperatingSystems\", predicate_col=\"Informational\". Cast numeric-looking TEXT columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d90bb294fd5e3e14e6189014ea58b65508d237e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:28.936653Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:31.284214Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:38.970394Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2f6a606c1d4ab2c5612297d128b051e9745933e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Browser, measure_col=OperatingSystems. +Result preview: [{"Browser": "2", "total_measure": 18568.0}, {"Browser": "1", "total_measure": 3401.0}, {"Browser": "4", "total_measure": 1471.0}, {"Browser": "5", "total_measure": 1001.0}, {"Browser": "13", "total_measure": 439.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..87af4970eb61bbf93a445d9626796550b657a80e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_99341bf990fbd5f5 +-- problem_id: v2p_m6_eeedc1304985ca78 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", SUM(CAST("OperatingSystems" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Informational" AS REAL) >= 0.0 +GROUP BY "Browser" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30731bab2edea3c85bbe50f8e666dbbd688b7d4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Browser\", SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Informational\" AS REAL) >= 0.0\nGROUP BY \"Browser\"\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Browser\\\", SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Browser\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"Browser\", \"total_measure\"], \"rows\": [{\"Browser\": \"2\", \"total_measure\": 18568.0}, {\"Browser\": \"1\", \"total_measure\": 3401.0}, {\"Browser\": \"4\", \"total_measure\": 1471.0}, {\"Browser\": \"5\", \"total_measure\": 1001.0}, {\"Browser\": \"13\", \"total_measure\": 439.0}, {\"Browser\": \"6\", \"total_measure\": 367.0}, {\"Browser\": \"10\", \"total_measure\": 323.0}, {\"Browser\": \"3\", \"total_measure\": 314.0}, {\"Browser\": \"8\", \"total_measure\": 135.0}, {\"Browser\": \"7\", \"total_measure\": 111.0}, {\"Browser\": \"11\", \"total_measure\": 30.0}, {\"Browser\": \"12\", \"total_measure\": 26.0}, {\"Browser\": \"9\", \"total_measure\": 3.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.89}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ee4a457ce95fbf0768c40ab0e741ffe5b0e3a029 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:18:28.757947+00:00", + "ended_at": "2026-05-04T08:18:39.922554+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_99341bf990fbd5f5", + "problem_id": "v2p_m6_eeedc1304985ca78", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Browser, measure_col=OperatingSystems.", + "bindings": { + "group_col": "Browser", + "measure_col": "OperatingSystems", + "predicate_col": "Informational", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_99341bf990fbd5f5.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_99341bf990fbd5f5", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 145, + "total_tokens": 23092, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11126.75, + "sql_execution_elapsed_ms_total": 8.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_99341bf990fbd5f5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..946ad8179891e152f189cb1e3ffd897f0fa7e2b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:39.906564+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11126.75, "started_at": "2026-05-04T08:18:28.762099+00:00", "ended_at": "2026-05-04T08:18:39.887707+00:00", "prompt_metrics": {"chars": 10695, "bytes_utf8": 10695, "lines": 316, "estimated_tokens": 2858}, "response_metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22947, "cached_input_tokens": 21888, "output_tokens": 145}, "stderr_preview": "2026-05-04T08:18:28.936653Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:31.284214Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"Browser\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the requested template and fixed bindings: group_col=\\\"Browser\\\", measure_col=\\\"OperatingSystems\\\", predicate_col=\\\"Informational\\\". Cast numeric-looking TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0a6ee78ab4890678419d9e6866d4d51d2043456d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_99341bf990fbd5f5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_99341bf990fbd5f5", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 145, + "total_tokens": 23092, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11126.75, + "sql_execution_elapsed_ms_total": 8.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_99341bf990fbd5f5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79a49b6252b4a400079d327f5f86691c53ea5730 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10694, "bytes_utf8": 10694, "lines": 316, "estimated_tokens": 2857}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22946, "cached_input_tokens": 22400, "output_tokens": 137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3bf86c5dba26d91f10a85a671e93d7c199c78bc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9a0b3e95b1d9e203", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 22400, + "output_tokens": 137, + "total_tokens": 23083, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2978, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11684.1, + "sql_execution_elapsed_ms_total": 8.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_9a0b3e95b1d9e203\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7e218f6c9762e32cf328481a29cc0e24843a62c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:20:06.274346+00:00", + "ended_at": "2026-05-04T08:20:17.958096+00:00", + "elapsed_ms": 11684.1, + "prompt_metrics": { + "chars": 10694, + "bytes_utf8": 10694, + "lines": 316, + "estimated_tokens": 2857 + }, + "stdout_metrics": { + "chars": 825, + "bytes_utf8": 825, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 491, + "bytes_utf8": 491, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22946, + "cached_input_tokens": 22400, + "output_tokens": 137 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a779eceb03244ae1e2a00917bd51b2a31ee37f06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Weekend, measure_col=Administrative.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Weekend", + "measure_col": "Administrative", + "predicate_col": "BounceRates", + "predicate_op": ">=", + "predicate_value": 0.016813, + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6e5630660173f126a1e84f849d267746d01453b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-b88a-7892-b9e9-e4c520c8fc41"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Weekend\\\", SUM(CAST(\\\"Administrative\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"BounceRates\\\" AS NUMERIC) >= 0.016813\\nGROUP BY \\\"Weekend\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required Top-k Group Sum with Filter template with group_col=\\\"Weekend\\\", measure_col=\\\"Administrative\\\", and predicate_col=\\\"BounceRates\\\". CAST to NUMERIC is applied because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22946,"cached_input_tokens":22400,"output_tokens":137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7c23905b1623524e37b9efbf130bdad330b1d8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Weekend\", SUM(CAST(\"Administrative\" AS NUMERIC)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"BounceRates\" AS NUMERIC) >= 0.016813\nGROUP BY \"Weekend\"\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the required Top-k Group Sum with Filter template with group_col=\"Weekend\", measure_col=\"Administrative\", and predicate_col=\"BounceRates\". CAST to NUMERIC is applied because the schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d32be833ff3ed56aed47b7c9b8919d11a1f1360 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:06.473309Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:08.794013Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:17.126487Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f376e6e8fc1e4490bd71c23e5824d414381d8a11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Weekend, measure_col=Administrative. +Result preview: [{"Weekend": "FALSE", "total_measure": 2371}, {"Weekend": "TRUE", "total_measure": 740}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..667f27c5deff6254354f7613ee0297ddd49e3817 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_9a0b3e95b1d9e203 +-- problem_id: v2p_m6_b65a7619fab4d7a0 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", SUM(CAST("Administrative" AS NUMERIC)) AS total_measure +FROM "m6" +WHERE CAST("BounceRates" AS NUMERIC) >= 0.016813 +GROUP BY "Weekend" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32a2dd260b96d6e8a78aabed5d6f4308ce3aa111 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Weekend\", SUM(CAST(\"Administrative\" AS NUMERIC)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"BounceRates\" AS NUMERIC) >= 0.016813\nGROUP BY \"Weekend\"\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Weekend\\\", SUM(CAST(\\\"Administrative\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"BounceRates\\\" AS NUMERIC) >= 0.016813\\nGROUP BY \\\"Weekend\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"Weekend\", \"total_measure\"], \"rows\": [{\"Weekend\": \"FALSE\", \"total_measure\": 2371}, {\"Weekend\": \"TRUE\", \"total_measure\": 740}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.29}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..76b7e59590bc8c52c554560855fe4a156529f44e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:20:06.270023+00:00", + "ended_at": "2026-05-04T08:20:17.993268+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9a0b3e95b1d9e203", + "problem_id": "v2p_m6_b65a7619fab4d7a0", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Weekend, measure_col=Administrative.", + "bindings": { + "group_col": "Weekend", + "measure_col": "Administrative", + "predicate_col": "BounceRates", + "predicate_op": ">=", + "predicate_value": 0.016813, + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_9a0b3e95b1d9e203.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9a0b3e95b1d9e203", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 22400, + "output_tokens": 137, + "total_tokens": 23083, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2978, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11684.1, + "sql_execution_elapsed_ms_total": 8.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_9a0b3e95b1d9e203\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b3b4cad63340e9d60763c2ed89ca7fc7b4c9029 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:17.977449+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11684.1, "started_at": "2026-05-04T08:20:06.274346+00:00", "ended_at": "2026-05-04T08:20:17.958096+00:00", "prompt_metrics": {"chars": 10694, "bytes_utf8": 10694, "lines": 316, "estimated_tokens": 2857}, "response_metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22946, "cached_input_tokens": 22400, "output_tokens": 137}, "stderr_preview": "2026-05-04T08:20:06.473309Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:08.794013Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.016813\\nGROUP BY \\\"Weekend\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required Top-k Group Sum with Filter template with group_col=\\\"Weekend\\\", measure_col=\\\"Administrative\\\", and predicate_col=\\\"BounceRates\\\". CAST to NUMERIC is applied because the schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7d7a37aea6f4837e9a2a34dd7e51fcf5be87b9f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9a0b3e95b1d9e203/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9a0b3e95b1d9e203", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 22400, + "output_tokens": 137, + "total_tokens": 23083, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2978, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11684.1, + "sql_execution_elapsed_ms_total": 8.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_9a0b3e95b1d9e203\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b2c66bd2cce7ace67e645175d0939e55cf17164 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10856, "bytes_utf8": 10856, "lines": 314, "estimated_tokens": 2902}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 704, "bytes_utf8": 704, "lines": 1, "estimated_tokens": 173}, "usage": {"input_tokens": 22993, "cached_input_tokens": 21888, "output_tokens": 265}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..450bc651dd74bde1aaad07334fd3fb7148fc22f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9aeecc055be01fbb", + "api_calls": 0, + "input_tokens": 22993, + "cached_input_tokens": 21888, + "output_tokens": 265, + "total_tokens": 23258, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2902, + "estimated_output_tokens": 173, + "estimated_total_tokens": 3075, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17159.09, + "sql_execution_elapsed_ms_total": 19.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_9aeecc055be01fbb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6cace181dd36156ea97f3e8883ba0a9a0467105a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:40:11.527354+00:00", + "ended_at": "2026-05-04T08:40:28.685888+00:00", + "elapsed_ms": 17159.09, + "prompt_metrics": { + "chars": 10856, + "bytes_utf8": 10856, + "lines": 314, + "estimated_tokens": 2902 + }, + "stdout_metrics": { + "chars": 1057, + "bytes_utf8": 1057, + "lines": 4, + "estimated_tokens": 299 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13226 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 704, + "bytes_utf8": 704, + "lines": 1, + "estimated_tokens": 173 + }, + "usage": { + "input_tokens": 22993, + "cached_input_tokens": 21888, + "output_tokens": 265 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b284541fd9fcdc6bf45a0a22f47b1f6e2f28375c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Informational, measure_col=ProductRelated_Duration.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Informational", + "measure_col": "ProductRelated_Duration", + "item_col": "Administrative", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..66c51a7680633b510adb6b2616881633736648c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df225-1c89-7051-99ff-7d38b34777e1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Informational\\\",\\n \\\"Administrative\\\",\\n SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"Informational\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\", \\\"Administrative\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned Within-Group Share of Total template with group_col=\\\"Informational\\\", item_col=\\\"Administrative\\\", and measure_col=\\\"ProductRelated_Duration\\\". Used CAST(... AS REAL) because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22993,"cached_input_tokens":21888,"output_tokens":265}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f25fdf1be76c4241822a8c32034ad23b6f489345 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"Informational\",\n \"Administrative\",\n SUM(CAST(\"ProductRelated_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"ProductRelated_Duration\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"ProductRelated_Duration\" AS REAL))) OVER (PARTITION BY \"Informational\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Informational\", \"Administrative\"\nORDER BY share_within_group DESC;","notes":"Applied the planned Within-Group Share of Total template with group_col=\"Informational\", item_col=\"Administrative\", and measure_col=\"ProductRelated_Duration\". Used CAST(... AS REAL) because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09b090403d3239a08ae12b459c0546e60c81cc9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:40:11.700701Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:40:14.787465Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:40:27.789773Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..68f53feda2e930bdfd41a8d26087684a162e4e71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Informational, measure_col=ProductRelated_Duration. +Result preview: [{"Informational": "11", "Administrative": "8", "total_measure": 7675.14929, "share_within_group": 100.0}, {"Informational": "13", "Administrative": "15", "total_measure": 29970.46597, "share_within_group": 100.0}, {"Informational": "16", "Administrative": "0", "total_measure": 279.8571429, "share_within_group": 100.0}, {"Informational": "24", "Administrative": "17", "total_measure": 43171.23338, "share_within_group": 100.0}, {"Informational": "14", "Administrative": "12", "total_measure": 3684.855282, "share_within_group": 56.63947431820964}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a06327bb2436431e4dc6786d4ef3542c5def8c83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_9aeecc055be01fbb +-- problem_id: v2p_m6_a4a0addb7fcfef0b +-- realization_mode: agent +-- source_kind: agent +SELECT + "Informational", + "Administrative", + SUM(CAST("ProductRelated_Duration" AS REAL)) AS total_measure, + SUM(CAST("ProductRelated_Duration" AS REAL)) * 100.0 + / SUM(SUM(CAST("ProductRelated_Duration" AS REAL))) OVER (PARTITION BY "Informational") AS share_within_group +FROM "m6" +GROUP BY "Informational", "Administrative" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1c7272f341abdb6c1fdf5d79b17edabf9a849cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"Informational\",\n \"Administrative\",\n SUM(CAST(\"ProductRelated_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"ProductRelated_Duration\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"ProductRelated_Duration\" AS REAL))) OVER (PARTITION BY \"Informational\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Informational\", \"Administrative\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"Informational\\\",\\n \\\"Administrative\\\",\\n SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"Informational\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\", \\\"Administrative\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Informational\", \"Administrative\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Informational\": \"11\", \"Administrative\": \"8\", \"total_measure\": 7675.14929, \"share_within_group\": 100.0}, {\"Informational\": \"13\", \"Administrative\": \"15\", \"total_measure\": 29970.46597, \"share_within_group\": 100.0}, {\"Informational\": \"16\", \"Administrative\": \"0\", \"total_measure\": 279.8571429, \"share_within_group\": 100.0}, {\"Informational\": \"24\", \"Administrative\": \"17\", \"total_measure\": 43171.23338, \"share_within_group\": 100.0}, {\"Informational\": \"14\", \"Administrative\": \"12\", \"total_measure\": 3684.855282, \"share_within_group\": 56.63947431820964}, {\"Informational\": \"10\", \"Administrative\": \"5\", \"total_measure\": 16079.914843, \"share_within_group\": 54.85874275183203}, {\"Informational\": \"12\", \"Administrative\": \"4\", \"total_measure\": 7838.556598, \"share_within_group\": 46.25200783098068}, {\"Informational\": \"14\", \"Administrative\": \"1\", \"total_measure\": 2820.952419, \"share_within_group\": 43.360525681790364}, {\"Informational\": \"0\", \"Administrative\": \"0\", \"total_measure\": 3110768.83150383, \"share_within_group\": 37.135975692559676}, {\"Informational\": \"8\", \"Administrative\": \"8\", \"total_measure\": 19919.566229, \"share_within_group\": 26.22554241549841}, {\"Informational\": \"6\", \"Administrative\": \"5\", \"total_measure\": 85125.757891, \"share_within_group\": 25.53560459973152}, {\"Informational\": \"7\", \"Administrative\": \"10\", \"total_measure\": 39742.385805, \"share_within_group\": 23.951332298629048}, {\"Informational\": \"8\", \"Administrative\": \"13\", \"total_measure\": 15707.579586, \"share_within_group\": 20.680158892101545}, {\"Informational\": \"10\", \"Administrative\": \"7\", \"total_measure\": 6050.883117, \"share_within_group\": 20.643382976708377}, {\"Informational\": \"5\", \"Administrative\": \"11\", \"total_measure\": 58831.869916999996, \"share_within_group\": 20.187272377519374}, {\"Informational\": \"9\", \"Administrative\": \"13\", \"total_measure\": 18007.66269, \"share_within_group\": 19.17065312468345}, {\"Informational\": \"9\", \"Administrative\": \"10\", \"total_measure\": 16465.407264, \"share_within_group\": 17.52879408331405}, {\"Informational\": \"12\", \"Administrative\": \"15\", \"total_measure\": 2964.590278, \"share_within_group\": 17.492793608033754}, {\"Informational\": \"9\", \"Administrative\": \"12\", \"total_measure\": 16094.986841999998, \"share_within_group\": 17.134450767209827}, {\"Informational\": \"8\", \"Administrative\": \"18\", \"total_measure\": 12959.91515, \"share_within_group\": 17.06266093147994}, {\"Informational\": \"12\", \"Administrative\": \"6\", \"total_measure\": 2720.671429, \"share_within_group\": 16.053531624909162}, {\"Informational\": \"1\", \"Administrative\": \"0\", \"total_measure\": 320598.158191, \"share_within_group\": 15.944658759004401}, {\"Informational\": \"2\", \"Administrative\": \"0\", \"total_measure\": 239608.2863969, \"share_within_group\": 15.353677576563006}, {\"Informational\": \"7\", \"Administrative\": \"20\", \"total_measure\": 23342.08205, \"share_within_group\": 14.067448453260125}, {\"Informational\": \"9\", \"Administrative\": \"7\", \"total_measure\": 12776.11291, \"share_within_group\": 13.60123371343536}, {\"Informational\": \"1\", \"Administrative\": \"1\", \"total_measure\": 270441.9630109, \"share_within_group\": 13.450185860877921}, {\"Informational\": \"5\", \"Administrative\": \"3\", \"total_measure\": 38424.9345757, \"share_within_group\": 13.18493907234918}, {\"Informational\": \"0\", \"Administrative\": \"1\", \"total_measure\": 1050997.96725609, \"share_within_group\": 12.546684462594317}, {\"Informational\": \"12\", \"Administrative\": \"14\", \"total_measure\": 1956.022222, \"share_within_group\": 11.54165999804091}, {\"Informational\": \"8\", \"Administrative\": \"4\", \"total_measure\": 8150.556716, \"share_within_group\": 10.73079445646715}, {\"Informational\": \"6\", \"Administrative\": \"8\", \"total_measure\": 35236.244401, \"share_within_group\": 10.569994639643257}, {\"Informational\": \"9\", \"Administrative\": \"26\", \"total_measure\": 9676.09318, \"share_within_group\": 10.301005141489311}, {\"Informational\": \"3\", \"Administrative\": \"1\", \"total_measure\": 104943.8695772, \"share_within_group\": 10.18654442049289}, {\"Informational\": \"6\", \"Administrative\": \"14\", \"total_measure\": 33792.787014, \"share_within_group\": 10.136993418811945}, {\"Informational\": \"0\", \"Administrative\": \"2\", \"total_measure\": 831027.18050271, \"share_within_group\": 9.920700266270186}, {\"Informational\": \"1\", \"Administrative\": \"2\", \"total_measure\": 196485.7176792, \"share_within_group\": 9.77203904442415}, {\"Informational\": \"2\", \"Administrative\": \"6\", \"total_measure\": 152164.4037209, \"share_within_group\": 9.7504273683203}, {\"Informational\": \"4\", \"Administrative\": \"9\", \"total_measure\": 64119.9202806, \"share_within_group\": 9.736601362803954}, {\"Informational\": \"2\", \"Administrative\": \"5\", \"total_measure\": 150527.2459658, \"share_within_group\": 9.645521178756647}, {\"Informational\": \"5\", \"Administrative\": \"10\", \"total_measure\": 27937.939347, \"share_within_group\": 9.586484197428758}, {\"Informational\": \"3\", \"Administrative\": \"7\", \"total_measure\": 97991.4604201, \"share_within_group\": 9.511697714405475}, {\"Informational\": \"5\", \"Administrative\": \"9\", \"total_measure\": 27468.637527, \"share_within_group\": 9.425450327844612}, {\"Informational\": \"2\", \"Administrative\": \"1\", \"total_measure\": 138650.35097433, \"share_within_group\": 8.88447063642413}, {\"Informational\": \"3\", \"Administrative\": \"5\", \"total_measure\": 91519.7340137, \"share_within_group\": 8.883509247735926}, {\"Informational\": \"4\", \"Administrative\": \"3\", \"total_measure\": 58360.4564508, \"share_within_group\": 8.86202754660385}, {\"Informational\": \"7\", \"Administrative\": \"4\", \"total_measure\": 14531.191278, \"share_within_group\": 8.757435769005367}, {\"Informational\": \"7\", \"Administrative\": \"8\", \"total_measure\": 14472.129455999999, \"share_within_group\": 8.721841294838027}, {\"Informational\": \"12\", \"Administrative\": \"10\", \"total_measure\": 1467.654221, \"share_within_group\": 8.660006938035488}, {\"Informational\": \"3\", \"Administrative\": \"0\", \"total_measure\": 89134.1254825, \"share_within_group\": 8.651946343005232}, {\"Informational\": \"8\", \"Administrative\": \"9\", \"total_measure\": 6566.867562, \"share_within_group\": 8.645753717943155}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 19.48}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c1f1dc3013384bd4f832477971eab0914ff8f81d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:40:11.523191+00:00", + "ended_at": "2026-05-04T08:40:28.731577+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9aeecc055be01fbb", + "problem_id": "v2p_m6_a4a0addb7fcfef0b", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Informational, measure_col=ProductRelated_Duration.", + "bindings": { + "group_col": "Informational", + "measure_col": "ProductRelated_Duration", + "item_col": "Administrative", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_9aeecc055be01fbb.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9aeecc055be01fbb", + "api_calls": 0, + "input_tokens": 22993, + "cached_input_tokens": 21888, + "output_tokens": 265, + "total_tokens": 23258, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2902, + "estimated_output_tokens": 173, + "estimated_total_tokens": 3075, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17159.09, + "sql_execution_elapsed_ms_total": 19.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_9aeecc055be01fbb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1ac51716e65a64f789ba17c9a0b4ba23bbb0d17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9aeecc055be01fbb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:40:28.705129+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17159.09, "started_at": "2026-05-04T08:40:11.527354+00:00", "ended_at": "2026-05-04T08:40:28.685888+00:00", "prompt_metrics": {"chars": 10856, "bytes_utf8": 10856, "lines": 314, "estimated_tokens": 2902}, "response_metrics": {"chars": 704, "bytes_utf8": 704, "lines": 1, "estimated_tokens": 173}, "usage": {"input_tokens": 22993, "cached_input_tokens": 21888, "output_tokens": 265}, "stderr_preview": "2026-05-04T08:40:11.700701Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:40:14.787465Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f5bc33483ee81f2bb176c293b3a4ad4a782b638 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_9c0f42979fa5027e\n-- problem_id: v2p_m6_cad63caafb3af439\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ExitRates\",\n COUNT(*) AS support,\n AVG(\"Administrative_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ExitRates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_9c0f42979fa5027e\\n-- problem_id: v2p_m6_cad63caafb3af439\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ExitRates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ExitRates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ExitRates\", \"support\", \"avg_response\"], \"rows\": [{\"ExitRates\": \"0.2\", \"support\": 710, \"avg_response\": 0.0}, {\"ExitRates\": \"0.1\", \"support\": 338, \"avg_response\": 1.9357988165680473}, {\"ExitRates\": \"0.05\", \"support\": 329, \"avg_response\": 20.31945288762918}, {\"ExitRates\": \"0.033333333\", \"support\": 291, \"avg_response\": 29.370229095292093}, {\"ExitRates\": \"0.066666667\", \"support\": 267, \"avg_response\": 6.431210986254682}, {\"ExitRates\": \"0.025\", \"support\": 224, \"avg_response\": 37.58653273825893}, {\"ExitRates\": \"0.04\", \"support\": 214, \"avg_response\": 38.93021806883177}, {\"ExitRates\": \"0.016666667\", \"support\": 181, \"avg_response\": 73.43489871104973}, {\"ExitRates\": \"0.02\", \"support\": 167, \"avg_response\": 62.80194610766467}, {\"ExitRates\": \"0.022222222\", \"support\": 152, \"avg_response\": 44.70391995618421}, {\"ExitRates\": \"0.028571429\", \"support\": 150, \"avg_response\": 45.27945661326667}, {\"ExitRates\": \"0.014285714\", \"support\": 118, \"avg_response\": 66.59074858762712}, {\"ExitRates\": \"0.0125\", \"support\": 112, \"avg_response\": 64.9273299325}, {\"ExitRates\": \"0.011111111\", \"support\": 103, \"avg_response\": 78.64834951323301}, {\"ExitRates\": \"0.013333333\", \"support\": 87, \"avg_response\": 88.59624520655173}, {\"ExitRates\": \"0.018181818\", \"support\": 87, \"avg_response\": 75.80708041057471}, {\"ExitRates\": \"0.015384615\", \"support\": 83, \"avg_response\": 101.28433734975903}, {\"ExitRates\": \"0.008333333\", \"support\": 78, \"avg_response\": 75.70164529910257}, {\"ExitRates\": \"0\", \"support\": 76, \"avg_response\": 41.09539473644737}, {\"ExitRates\": \"0.01\", \"support\": 70, \"avg_response\": 72.65006338871429}, {\"ExitRates\": \"0.133333333\", \"support\": 67, \"avg_response\": 0.4208955223880597}, {\"ExitRates\": \"0.15\", \"support\": 60, \"avg_response\": 0.23333333333333334}, {\"ExitRates\": \"0.044444444\", \"support\": 58, \"avg_response\": 49.47557471310345}, {\"ExitRates\": \"0.00952381\", \"support\": 54, \"avg_response\": 64.94895061796296}, {\"ExitRates\": \"0.075\", \"support\": 54, \"avg_response\": 27.17037037037037}, {\"ExitRates\": \"0.057142857\", \"support\": 54, \"avg_response\": 5.362962962962963}, {\"ExitRates\": \"0.007142857\", \"support\": 51, \"avg_response\": 75.1640522882353}, {\"ExitRates\": \"0.08\", \"support\": 46, \"avg_response\": 2.3369565217391304}, {\"ExitRates\": \"0.010526316\", \"support\": 45, \"avg_response\": 86.229814814}, {\"ExitRates\": \"0.009090909\", \"support\": 45, \"avg_response\": 61.164788359999996}, {\"ExitRates\": \"0.026666667\", \"support\": 45, \"avg_response\": 43.334259259999996}, {\"ExitRates\": \"0.0375\", \"support\": 44, \"avg_response\": 75.75246212113636}, {\"ExitRates\": \"0.006666667\", \"support\": 44, \"avg_response\": 57.31636363568182}, {\"ExitRates\": \"0.00625\", \"support\": 41, \"avg_response\": 64.88455284456099}, {\"ExitRates\": \"0.06\", \"support\": 41, \"avg_response\": 28.704065041463416}, {\"ExitRates\": \"0.007692308\", \"support\": 38, \"avg_response\": 114.75850877289474}, {\"ExitRates\": \"0.03\", \"support\": 38, \"avg_response\": 74.39632414473685}, {\"ExitRates\": \"0.011764706\", \"support\": 38, \"avg_response\": 54.30307017526315}, {\"ExitRates\": \"0.042857143\", \"support\": 37, \"avg_response\": 59.97882882891892}, {\"ExitRates\": \"0.005555556\", \"support\": 36, \"avg_response\": 145.52894180722222}, {\"ExitRates\": \"0.019047619\", \"support\": 36, \"avg_response\": 67.15152777972223}, {\"ExitRates\": \"0.007407407\", \"support\": 34, \"avg_response\": 83.27647058705882}, {\"ExitRates\": \"0.036363636\", \"support\": 31, \"avg_response\": 43.940322580645166}, {\"ExitRates\": \"0.021428571\", \"support\": 30, \"avg_response\": 56.01444444333333}, {\"ExitRates\": \"0.004761905\", \"support\": 29, \"avg_response\": 93.08793103448276}, {\"ExitRates\": \"0.055555556\", \"support\": 29, \"avg_response\": 44.25689655172414}, {\"ExitRates\": \"0.041666667\", \"support\": 29, \"avg_response\": 27.323973728620693}, {\"ExitRates\": \"0.027272727\", \"support\": 28, \"avg_response\": 54.84285714285714}, {\"ExitRates\": \"0.008695652\", \"support\": 27, \"avg_response\": 98.24432098888889}, {\"ExitRates\": \"0.030769231\", \"support\": 26, \"avg_response\": 92.32012820384615}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..08ac10a29c8483288383356d146c7a2ea29e915c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.527411+00:00", + "ended_at": "2026-05-04T09:03:22.542815+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9c0f42979fa5027e", + "problem_id": "v2p_m6_cad63caafb3af439", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative_Duration, key_col=ExitRates.", + "bindings": { + "key_col": "ExitRates", + "measure_col": "Administrative_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=23", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 23, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_9c0f42979fa5027e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9d99ea7321324987/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9d99ea7321324987/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..de97acd9ddc551c642627954a6b7bfda59b63bfb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9d99ea7321324987/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"PageValues": "0", "support": 9600, "avg_response": 1.6942708333333334}, {"PageValues": "53.988", "support": 6, "avg_response": 1.1666666666666667}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9d99ea7321324987/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9d99ea7321324987/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d73843deed3b6bb1bbfc2c67ddcd868322bb346 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9d99ea7321324987/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_9d99ea7321324987 +-- problem_id: v2p_m6_836f16c893b2aec1 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "PageValues", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "PageValues" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9d99ea7321324987/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9d99ea7321324987/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0cafbcd0783ca1b85eec9423b5f1abbe425e917 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9d99ea7321324987/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_9d99ea7321324987\n-- problem_id: v2p_m6_836f16c893b2aec1\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"PageValues\",\n COUNT(*) AS support,\n AVG(\"Administrative\") AS avg_response\nFROM \"m6\"\nGROUP BY \"PageValues\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_9d99ea7321324987\\n-- problem_id: v2p_m6_836f16c893b2aec1\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"PageValues\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"PageValues\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"PageValues\", \"support\", \"avg_response\"], \"rows\": [{\"PageValues\": \"0\", \"support\": 9600, \"avg_response\": 1.6942708333333334}, {\"PageValues\": \"53.988\", \"support\": 6, \"avg_response\": 1.1666666666666667}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.49}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9d99ea7321324987/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9d99ea7321324987/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ded0e2a01e900cbfc00a588503a48d75419f4d5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9d99ea7321324987/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.580332+00:00", + "ended_at": "2026-05-04T09:03:22.593025+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9d99ea7321324987", + "problem_id": "v2p_m6_836f16c893b2aec1", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative, key_col=PageValues.", + "bindings": { + "key_col": "PageValues", + "measure_col": "Administrative", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=26", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 26, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_9d99ea7321324987.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9d99ea7321324987/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9d99ea7321324987/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9d99ea7321324987/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..39aac91a19e34bc1eed1ddd9d5c2fde80ea7e887 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Administrative_Duration": "0", "support": 5903, "avg_response": 0.15957987464001355}, {"Administrative_Duration": "4", "support": 56, "avg_response": 0.3392857142857143}, {"Administrative_Duration": "5", "support": 53, "avg_response": 0.33962264150943394}, {"Administrative_Duration": "7", "support": 45, "avg_response": 0.5777777777777777}, {"Administrative_Duration": "11", "support": 42, "avg_response": 0.35714285714285715}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..988d683ac4cd07d2d8a01aa86bf94d7cc300fcbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_9db47cd60578fbb3 +-- problem_id: v2p_m6_618ffc4e4dbedd3e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative_Duration", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "Administrative_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..350fb89b923213478a55be8bc13b4a60aa94c5d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_9db47cd60578fbb3\n-- problem_id: v2p_m6_618ffc4e4dbedd3e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Administrative_Duration\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Administrative_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_9db47cd60578fbb3\\n-- problem_id: v2p_m6_618ffc4e4dbedd3e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Administrative_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Administrative_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"Administrative_Duration\": \"0\", \"support\": 5903, \"avg_response\": 0.15957987464001355}, {\"Administrative_Duration\": \"4\", \"support\": 56, \"avg_response\": 0.3392857142857143}, {\"Administrative_Duration\": \"5\", \"support\": 53, \"avg_response\": 0.33962264150943394}, {\"Administrative_Duration\": \"7\", \"support\": 45, \"avg_response\": 0.5777777777777777}, {\"Administrative_Duration\": \"11\", \"support\": 42, \"avg_response\": 0.35714285714285715}, {\"Administrative_Duration\": \"6\", \"support\": 41, \"avg_response\": 0.12195121951219512}, {\"Administrative_Duration\": \"14\", \"support\": 37, \"avg_response\": 0.1891891891891892}, {\"Administrative_Duration\": \"9\", \"support\": 35, \"avg_response\": 0.42857142857142855}, {\"Administrative_Duration\": \"15\", \"support\": 33, \"avg_response\": 0.24242424242424243}, {\"Administrative_Duration\": \"10\", \"support\": 32, \"avg_response\": 0.6875}, {\"Administrative_Duration\": \"13\", \"support\": 29, \"avg_response\": 0.4482758620689655}, {\"Administrative_Duration\": \"19\", \"support\": 29, \"avg_response\": 0.13793103448275862}, {\"Administrative_Duration\": \"21\", \"support\": 28, \"avg_response\": 0.5357142857142857}, {\"Administrative_Duration\": \"12\", \"support\": 28, \"avg_response\": 0.21428571428571427}, {\"Administrative_Duration\": \"3\", \"support\": 26, \"avg_response\": 0.9615384615384616}, {\"Administrative_Duration\": \"8\", \"support\": 26, \"avg_response\": 0.6923076923076923}, {\"Administrative_Duration\": \"18\", \"support\": 26, \"avg_response\": 0.5769230769230769}, {\"Administrative_Duration\": \"20\", \"support\": 26, \"avg_response\": 0.2692307692307692}, {\"Administrative_Duration\": \"17\", \"support\": 25, \"avg_response\": 0.4}, {\"Administrative_Duration\": \"23\", \"support\": 24, \"avg_response\": 0.25}, {\"Administrative_Duration\": \"37\", \"support\": 24, \"avg_response\": 0.125}, {\"Administrative_Duration\": \"26\", \"support\": 20, \"avg_response\": 0.4}, {\"Administrative_Duration\": \"33\", \"support\": 20, \"avg_response\": 0.2}, {\"Administrative_Duration\": \"16\", \"support\": 19, \"avg_response\": 0.6842105263157895}, {\"Administrative_Duration\": \"34\", \"support\": 19, \"avg_response\": 0.47368421052631576}, {\"Administrative_Duration\": \"32\", \"support\": 19, \"avg_response\": 0.42105263157894735}, {\"Administrative_Duration\": \"47\", \"support\": 19, \"avg_response\": 0.21052631578947367}, {\"Administrative_Duration\": \"28\", \"support\": 18, \"avg_response\": 0.5555555555555556}, {\"Administrative_Duration\": \"29\", \"support\": 18, \"avg_response\": 0.3888888888888889}, {\"Administrative_Duration\": \"36\", \"support\": 18, \"avg_response\": 0.3888888888888889}, {\"Administrative_Duration\": \"30\", \"support\": 17, \"avg_response\": 0.6470588235294118}, {\"Administrative_Duration\": \"38\", \"support\": 17, \"avg_response\": 0.35294117647058826}, {\"Administrative_Duration\": \"42\", \"support\": 17, \"avg_response\": 0.35294117647058826}, {\"Administrative_Duration\": \"45\", \"support\": 17, \"avg_response\": 0.29411764705882354}, {\"Administrative_Duration\": \"60\", \"support\": 16, \"avg_response\": 1.1875}, {\"Administrative_Duration\": \"22\", \"support\": 16, \"avg_response\": 0.5625}, {\"Administrative_Duration\": \"27\", \"support\": 16, \"avg_response\": 0.375}, {\"Administrative_Duration\": \"44\", \"support\": 16, \"avg_response\": 0.375}, {\"Administrative_Duration\": \"63\", \"support\": 16, \"avg_response\": 0.25}, {\"Administrative_Duration\": \"91\", \"support\": 15, \"avg_response\": 1.0}, {\"Administrative_Duration\": \"2\", \"support\": 15, \"avg_response\": 0.7333333333333333}, {\"Administrative_Duration\": \"23.2\", \"support\": 15, \"avg_response\": 0.06666666666666667}, {\"Administrative_Duration\": \"40\", \"support\": 14, \"avg_response\": 0.7142857142857143}, {\"Administrative_Duration\": \"55\", \"support\": 14, \"avg_response\": 0.7142857142857143}, {\"Administrative_Duration\": \"57\", \"support\": 14, \"avg_response\": 0.6428571428571429}, {\"Administrative_Duration\": \"75\", \"support\": 14, \"avg_response\": 0.5714285714285714}, {\"Administrative_Duration\": \"24\", \"support\": 14, \"avg_response\": 0.35714285714285715}, {\"Administrative_Duration\": \"52\", \"support\": 14, \"avg_response\": 0.21428571428571427}, {\"Administrative_Duration\": \"54.5\", \"support\": 13, \"avg_response\": 0.9230769230769231}, {\"Administrative_Duration\": \"67.5\", \"support\": 13, \"avg_response\": 0.46153846153846156}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.81}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..383aaf3805fc7521cd588314058dfd0052175049 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.200999+00:00", + "ended_at": "2026-05-04T09:03:22.215443+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9db47cd60578fbb3", + "problem_id": "v2p_m6_618ffc4e4dbedd3e", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=Administrative_Duration.", + "bindings": { + "key_col": "Administrative_Duration", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_9db47cd60578fbb3.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..11071f5295143a6db861d928ac1fb8f6b0ffac59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "2", "support": 3913, "support_share": 0.31735604217356045, "cumulative_support": 3913}, {"value_label": "1", "support": 2451, "support_share": 0.19878345498783456, "cumulative_support": 6364}, {"value_label": "3", "support": 2052, "support_share": 0.16642335766423358, "cumulative_support": 8416}, {"value_label": "4", "support": 1069, "support_share": 0.08669910786699107, "cumulative_support": 9485}, {"value_label": "13", "support": 738, "support_share": 0.059854014598540145, "cumulative_support": 10223}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8acea9009afc905dbeb85af08a95086ace14566c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_9e72f4aeb54952c9 +-- problem_id: v2p_m6_26d48ebe82ea561e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "TrafficType" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "TrafficType" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d6168dd52cd37726564f34335bdee50959723b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m6_9e72f4aeb54952c9\n-- problem_id: v2p_m6_26d48ebe82ea561e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"TrafficType\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"TrafficType\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m6_9e72f4aeb54952c9\\n-- problem_id: v2p_m6_26d48ebe82ea561e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"TrafficType\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"TrafficType\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"2\", \"support\": 3913, \"support_share\": 0.31735604217356045, \"cumulative_support\": 3913}, {\"value_label\": \"1\", \"support\": 2451, \"support_share\": 0.19878345498783456, \"cumulative_support\": 6364}, {\"value_label\": \"3\", \"support\": 2052, \"support_share\": 0.16642335766423358, \"cumulative_support\": 8416}, {\"value_label\": \"4\", \"support\": 1069, \"support_share\": 0.08669910786699107, \"cumulative_support\": 9485}, {\"value_label\": \"13\", \"support\": 738, \"support_share\": 0.059854014598540145, \"cumulative_support\": 10223}, {\"value_label\": \"10\", \"support\": 450, \"support_share\": 0.0364963503649635, \"cumulative_support\": 10673}, {\"value_label\": \"6\", \"support\": 444, \"support_share\": 0.03600973236009732, \"cumulative_support\": 11117}, {\"value_label\": \"8\", \"support\": 343, \"support_share\": 0.02781832927818329, \"cumulative_support\": 11460}, {\"value_label\": \"5\", \"support\": 260, \"support_share\": 0.021086780210867802, \"cumulative_support\": 11720}, {\"value_label\": \"11\", \"support\": 247, \"support_share\": 0.02003244120032441, \"cumulative_support\": 11967}, {\"value_label\": \"20\", \"support\": 198, \"support_share\": 0.016058394160583942, \"cumulative_support\": 12165}, {\"value_label\": \"9\", \"support\": 42, \"support_share\": 0.0034063260340632603, \"cumulative_support\": 12207}, {\"value_label\": \"7\", \"support\": 40, \"support_share\": 0.0032441200324412004, \"cumulative_support\": 12247}, {\"value_label\": \"15\", \"support\": 38, \"support_share\": 0.0030819140308191405, \"cumulative_support\": 12285}, {\"value_label\": \"19\", \"support\": 17, \"support_share\": 0.00137875101378751, \"cumulative_support\": 12302}, {\"value_label\": \"14\", \"support\": 13, \"support_share\": 0.00105433901054339, \"cumulative_support\": 12315}, {\"value_label\": \"18\", \"support\": 10, \"support_share\": 0.0008110300081103001, \"cumulative_support\": 12325}, {\"value_label\": \"16\", \"support\": 3, \"support_share\": 0.00024330900243309004, \"cumulative_support\": 12328}, {\"value_label\": \"12\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"cumulative_support\": 12329}, {\"value_label\": \"17\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"cumulative_support\": 12330}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.1}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..452ed4e5161706c99688e89cf59b859b2daa9f67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:21.940124+00:00", + "ended_at": "2026-05-04T09:03:21.952015+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9e72f4aeb54952c9", + "problem_id": "v2p_m6_26d48ebe82ea561e", + "dataset_id": "m6", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=TrafficType.", + "bindings": { + "group_col": "TrafficType" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_9e72f4aeb54952c9.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed3b5207c75ce5c37d2aedcff25317db03025b78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10598, "bytes_utf8": 10598, "lines": 314, "estimated_tokens": 2830}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22919, "cached_input_tokens": 22400, "output_tokens": 128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..576799a30134b7a7ccbcffa280e04c28b86adc2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a0fc9af34a1bcbdb", + "api_calls": 0, + "input_tokens": 22919, + "cached_input_tokens": 22400, + "output_tokens": 128, + "total_tokens": 23047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2830, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2940, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11343.04, + "sql_execution_elapsed_ms_total": 4.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_a0fc9af34a1bcbdb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4e0976d5e4d6805aa91b7092b7e094f2af0eef13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:12:30.313820+00:00", + "ended_at": "2026-05-04T08:12:41.656863+00:00", + "elapsed_ms": 11343.04, + "prompt_metrics": { + "chars": 10598, + "bytes_utf8": 10598, + "lines": 314, + "estimated_tokens": 2830 + }, + "stdout_metrics": { + "chars": 789, + "bytes_utf8": 789, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13232 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 463, + "bytes_utf8": 463, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 22919, + "cached_input_tokens": 22400, + "output_tokens": 128 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2bd5517af7152fdf30274badf027af3ad29180a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "TrafficType", + "predicate_col": "ProductRelated", + "predicate_op": ">=", + "predicate_value": 38.0, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..18af516f794c7d93c9032f74bf533f6324df998f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-c364-7d13-9d8d-3ef79b8314fc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"TrafficType\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated\\\" AS REAL) >= 38.0\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"TrafficType\\\" and predicate on \\\"ProductRelated\\\". CAST to REAL is included because the SQLite schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22919,"cached_input_tokens":22400,"output_tokens":128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcf97d3d978ff5af6cdfb90d60251dd82dbca247 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"TrafficType\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"ProductRelated\" AS REAL) >= 38.0\nGROUP BY \"TrafficType\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"TrafficType\" and predicate on \"ProductRelated\". CAST to REAL is included because the SQLite schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33887dbfad90b82be985202d8a8055e97fd83cfa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:30.499293Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:32.826529Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:40.810005Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ece7aedb69cef8a1154c4431248f5995bc3e0106 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType. +Result preview: [{"TrafficType": "2", "support": 1188}, {"TrafficType": "1", "support": 626}, {"TrafficType": "3", "support": 417}, {"TrafficType": "4", "support": 251}, {"TrafficType": "13", "support": 199}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ea07161e69dc152eb480fd0a7818d7fca3678f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_a0fc9af34a1bcbdb +-- problem_id: v2p_m6_935bcff07682cb12 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", COUNT(*) AS support +FROM "m6" +WHERE CAST("ProductRelated" AS REAL) >= 38.0 +GROUP BY "TrafficType" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da1eea1f1a0a4417350ee9901543aa2167729d9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"TrafficType\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"ProductRelated\" AS REAL) >= 38.0\nGROUP BY \"TrafficType\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"TrafficType\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated\\\" AS REAL) >= 38.0\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"TrafficType\", \"support\"], \"rows\": [{\"TrafficType\": \"2\", \"support\": 1188}, {\"TrafficType\": \"1\", \"support\": 626}, {\"TrafficType\": \"3\", \"support\": 417}, {\"TrafficType\": \"4\", \"support\": 251}, {\"TrafficType\": \"13\", \"support\": 199}, {\"TrafficType\": \"10\", \"support\": 124}, {\"TrafficType\": \"6\", \"support\": 113}, {\"TrafficType\": \"8\", \"support\": 60}, {\"TrafficType\": \"11\", \"support\": 47}, {\"TrafficType\": \"5\", \"support\": 28}, {\"TrafficType\": \"20\", \"support\": 24}, {\"TrafficType\": \"7\", \"support\": 11}, {\"TrafficType\": \"9\", \"support\": 5}, {\"TrafficType\": \"19\", \"support\": 4}, {\"TrafficType\": \"15\", \"support\": 4}, {\"TrafficType\": \"14\", \"support\": 4}, {\"TrafficType\": \"18\", \"support\": 1}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.97}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d0b6393cc4c6dadb591d676dbf2848e006ad8693 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:12:30.309743+00:00", + "ended_at": "2026-05-04T08:12:41.686689+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_a0fc9af34a1bcbdb", + "problem_id": "v2p_m6_935bcff07682cb12", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType.", + "bindings": { + "group_col": "TrafficType", + "predicate_col": "ProductRelated", + "predicate_op": ">=", + "predicate_value": 38.0, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_a0fc9af34a1bcbdb.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a0fc9af34a1bcbdb", + "api_calls": 0, + "input_tokens": 22919, + "cached_input_tokens": 22400, + "output_tokens": 128, + "total_tokens": 23047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2830, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2940, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11343.04, + "sql_execution_elapsed_ms_total": 4.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_a0fc9af34a1bcbdb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..083ce260ca938233ac1af4180a65cc895fbc052b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:41.674788+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11343.04, "started_at": "2026-05-04T08:12:30.313820+00:00", "ended_at": "2026-05-04T08:12:41.656863+00:00", "prompt_metrics": {"chars": 10598, "bytes_utf8": 10598, "lines": 314, "estimated_tokens": 2830}, "response_metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22919, "cached_input_tokens": 22400, "output_tokens": 128}, "stderr_preview": "2026-05-04T08:12:30.499293Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:32.826529Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 38.0\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"TrafficType\\\" and predicate on \\\"ProductRelated\\\". CAST to REAL is included because the SQLite schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9f5d99a50af50d470a4132967ddc1b624226e096 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a0fc9af34a1bcbdb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a0fc9af34a1bcbdb", + "api_calls": 0, + "input_tokens": 22919, + "cached_input_tokens": 22400, + "output_tokens": 128, + "total_tokens": 23047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2830, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2940, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11343.04, + "sql_execution_elapsed_ms_total": 4.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_a0fc9af34a1bcbdb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a133cdad28eceb62/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a133cdad28eceb62/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ac7b34f7b35a1ebb1dc5f5b6de4e2634676d515 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a133cdad28eceb62/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"ProductRelated": "1", "support": 622, "avg_response": 0.10771704180064309}, {"ProductRelated": "2", "support": 465, "avg_response": 0.4989247311827957}, {"ProductRelated": "3", "support": 458, "avg_response": 0.8275109170305677}, {"ProductRelated": "4", "support": 404, "avg_response": 0.8217821782178217}, {"ProductRelated": "6", "support": 396, "avg_response": 0.9419191919191919}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a133cdad28eceb62/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a133cdad28eceb62/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..abfc8a821a7e9f911510c414f1a4262fefbf0734 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a133cdad28eceb62/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_a133cdad28eceb62 +-- problem_id: v2p_m6_6a5043b0f1fc8de4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "ProductRelated" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a133cdad28eceb62/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a133cdad28eceb62/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba51b1d2ba5c62ac67718c6bd7ae715f0c4f422c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a133cdad28eceb62/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_a133cdad28eceb62\n-- problem_id: v2p_m6_6a5043b0f1fc8de4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ProductRelated\",\n COUNT(*) AS support,\n AVG(\"Administrative\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ProductRelated\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_a133cdad28eceb62\\n-- problem_id: v2p_m6_6a5043b0f1fc8de4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ProductRelated\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ProductRelated\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ProductRelated\", \"support\", \"avg_response\"], \"rows\": [{\"ProductRelated\": \"1\", \"support\": 622, \"avg_response\": 0.10771704180064309}, {\"ProductRelated\": \"2\", \"support\": 465, \"avg_response\": 0.4989247311827957}, {\"ProductRelated\": \"3\", \"support\": 458, \"avg_response\": 0.8275109170305677}, {\"ProductRelated\": \"4\", \"support\": 404, \"avg_response\": 0.8217821782178217}, {\"ProductRelated\": \"6\", \"support\": 396, \"avg_response\": 0.9419191919191919}, {\"ProductRelated\": \"7\", \"support\": 391, \"avg_response\": 1.2046035805626598}, {\"ProductRelated\": \"5\", \"support\": 382, \"avg_response\": 0.9790575916230366}, {\"ProductRelated\": \"8\", \"support\": 370, \"avg_response\": 1.1756756756756757}, {\"ProductRelated\": \"10\", \"support\": 330, \"avg_response\": 1.378787878787879}, {\"ProductRelated\": \"9\", \"support\": 317, \"avg_response\": 1.2712933753943219}, {\"ProductRelated\": \"12\", \"support\": 313, \"avg_response\": 1.5303514376996805}, {\"ProductRelated\": \"11\", \"support\": 308, \"avg_response\": 1.4415584415584415}, {\"ProductRelated\": \"13\", \"support\": 289, \"avg_response\": 1.6678200692041523}, {\"ProductRelated\": \"15\", \"support\": 270, \"avg_response\": 1.6407407407407408}, {\"ProductRelated\": \"16\", \"support\": 260, \"avg_response\": 1.7615384615384615}, {\"ProductRelated\": \"14\", \"support\": 251, \"avg_response\": 1.8087649402390438}, {\"ProductRelated\": \"17\", \"support\": 226, \"avg_response\": 2.0442477876106193}, {\"ProductRelated\": \"20\", \"support\": 225, \"avg_response\": 2.1155555555555554}, {\"ProductRelated\": \"19\", \"support\": 218, \"avg_response\": 1.981651376146789}, {\"ProductRelated\": \"22\", \"support\": 213, \"avg_response\": 2.272300469483568}, {\"ProductRelated\": \"18\", \"support\": 200, \"avg_response\": 1.84}, {\"ProductRelated\": \"21\", \"support\": 199, \"avg_response\": 1.914572864321608}, {\"ProductRelated\": \"24\", \"support\": 192, \"avg_response\": 2.3854166666666665}, {\"ProductRelated\": \"23\", \"support\": 180, \"avg_response\": 2.227777777777778}, {\"ProductRelated\": \"27\", \"support\": 177, \"avg_response\": 2.5762711864406778}, {\"ProductRelated\": \"26\", \"support\": 155, \"avg_response\": 2.8129032258064517}, {\"ProductRelated\": \"25\", \"support\": 154, \"avg_response\": 2.5974025974025974}, {\"ProductRelated\": \"28\", \"support\": 144, \"avg_response\": 2.5277777777777777}, {\"ProductRelated\": \"30\", \"support\": 142, \"avg_response\": 2.5140845070422535}, {\"ProductRelated\": \"29\", \"support\": 135, \"avg_response\": 2.925925925925926}, {\"ProductRelated\": \"31\", \"support\": 128, \"avg_response\": 3.1015625}, {\"ProductRelated\": \"33\", \"support\": 121, \"avg_response\": 3.8016528925619837}, {\"ProductRelated\": \"32\", \"support\": 119, \"avg_response\": 3.19327731092437}, {\"ProductRelated\": \"37\", \"support\": 118, \"avg_response\": 2.8813559322033897}, {\"ProductRelated\": \"36\", \"support\": 110, \"avg_response\": 3.2}, {\"ProductRelated\": \"39\", \"support\": 109, \"avg_response\": 3.055045871559633}, {\"ProductRelated\": \"34\", \"support\": 103, \"avg_response\": 3.3592233009708736}, {\"ProductRelated\": \"35\", \"support\": 101, \"avg_response\": 3.396039603960396}, {\"ProductRelated\": \"38\", \"support\": 89, \"avg_response\": 2.8764044943820224}, {\"ProductRelated\": \"41\", \"support\": 85, \"avg_response\": 3.623529411764706}, {\"ProductRelated\": \"42\", \"support\": 77, \"avg_response\": 3.2467532467532467}, {\"ProductRelated\": \"43\", \"support\": 73, \"avg_response\": 3.3424657534246576}, {\"ProductRelated\": \"40\", \"support\": 71, \"avg_response\": 3.352112676056338}, {\"ProductRelated\": \"45\", \"support\": 71, \"avg_response\": 3.23943661971831}, {\"ProductRelated\": \"44\", \"support\": 69, \"avg_response\": 2.869565217391304}, {\"ProductRelated\": \"46\", \"support\": 68, \"avg_response\": 3.411764705882353}, {\"ProductRelated\": \"50\", \"support\": 64, \"avg_response\": 3.0625}, {\"ProductRelated\": \"48\", \"support\": 62, \"avg_response\": 3.0}, {\"ProductRelated\": \"49\", \"support\": 60, \"avg_response\": 4.066666666666666}, {\"ProductRelated\": \"53\", \"support\": 60, \"avg_response\": 3.4166666666666665}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.55}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a133cdad28eceb62/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a133cdad28eceb62/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b99d41b026794a5b7a51a875bcea9131d5b5d06c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a133cdad28eceb62/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.280917+00:00", + "ended_at": "2026-05-04T09:03:22.294991+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_a133cdad28eceb62", + "problem_id": "v2p_m6_6a5043b0f1fc8de4", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative, key_col=ProductRelated.", + "bindings": { + "key_col": "ProductRelated", + "measure_col": "Administrative", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_a133cdad28eceb62.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a133cdad28eceb62/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a133cdad28eceb62/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a133cdad28eceb62/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d52b080a3068adbc0aa49dfc9fda169974446b71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10754, "bytes_utf8": 10754, "lines": 313, "estimated_tokens": 2894}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 539, "bytes_utf8": 539, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e76dea10246240acb90e345b437e3e037c32600c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a1986e03cd7b14e8", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 160, + "total_tokens": 23143, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 144, + "estimated_total_tokens": 3038, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12665.49, + "sql_execution_elapsed_ms_total": 8.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_a1986e03cd7b14e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1d2115c72d3420af4ce991b281bf8bbd64d38a09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:57:11.756622+00:00", + "ended_at": "2026-05-04T08:57:24.421902+00:00", + "elapsed_ms": 12665.49, + "prompt_metrics": { + "chars": 10754, + "bytes_utf8": 10754, + "lines": 313, + "estimated_tokens": 2894 + }, + "stdout_metrics": { + "chars": 868, + "bytes_utf8": 868, + "lines": 4, + "estimated_tokens": 252 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13244 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 539, + "bytes_utf8": 539, + "lines": 1, + "estimated_tokens": 144 + }, + "usage": { + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 160 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d13e4aae36f7e49e7a679ae556b962d6a35f8eca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,313 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Informational, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "Informational", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40ab6f2cc0f23841057cd6687af03492661d4cfa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-ae06-7723-aae2-e5d61518e28d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Informational\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col=\\\"Informational\\\", target_col=\\\"VisitorType\\\", target_value='Other', min_support=5, and top_k=12. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22983,"cached_input_tokens":21888,"output_tokens":160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91ceec6b0c3bd6e1b125923720c14f78012adac2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Informational\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Informational\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Used the required Tail Target-Rate Extremes template with group_col=\"Informational\", target_col=\"VisitorType\", target_value='Other', min_support=5, and top_k=12. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35a9e5fc1845ea9eb1b8096b5a213cc7c9949539 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:57:11.993071Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:14.580387Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:23.500534Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bd805144e0e59410c4bb1283abb66bda304821d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Informational, target_col=VisitorType. +Result preview: [{"Informational": "4", "support": 222, "focus_rate": 0.009009009009009009}, {"Informational": "0", "support": 9699, "focus_rate": 0.008042066192390968}, {"Informational": "1", "support": 1041, "focus_rate": 0.002881844380403458}, {"Informational": "2", "support": 728, "focus_rate": 0.0027472527472527475}, {"Informational": "12", "support": 5, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..426f7638fb23d2a3e34adc43f9c108a31f56862a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_a1986e03cd7b14e8 +-- problem_id: v2p_m6_7ac425fb6f4e0b9c +-- realization_mode: agent +-- source_kind: agent +SELECT + "Informational", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Informational" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7dcb1f9260890e87071ea69d777d212d399363d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Informational\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Informational\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Informational\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\", \"columns\": [\"Informational\", \"support\", \"focus_rate\"], \"rows\": [{\"Informational\": \"4\", \"support\": 222, \"focus_rate\": 0.009009009009009009}, {\"Informational\": \"0\", \"support\": 9699, \"focus_rate\": 0.008042066192390968}, {\"Informational\": \"1\", \"support\": 1041, \"focus_rate\": 0.002881844380403458}, {\"Informational\": \"2\", \"support\": 728, \"focus_rate\": 0.0027472527472527475}, {\"Informational\": \"12\", \"support\": 5, \"focus_rate\": 0.0}, {\"Informational\": \"10\", \"support\": 7, \"focus_rate\": 0.0}, {\"Informational\": \"8\", \"support\": 14, \"focus_rate\": 0.0}, {\"Informational\": \"9\", \"support\": 15, \"focus_rate\": 0.0}, {\"Informational\": \"7\", \"support\": 36, \"focus_rate\": 0.0}, {\"Informational\": \"6\", \"support\": 78, \"focus_rate\": 0.0}, {\"Informational\": \"5\", \"support\": 99, \"focus_rate\": 0.0}, {\"Informational\": \"3\", \"support\": 380, \"focus_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..346890262f396ff1419205f496b6e837630e5661 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:57:11.753099+00:00", + "ended_at": "2026-05-04T08:57:24.457207+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_a1986e03cd7b14e8", + "problem_id": "v2p_m6_7ac425fb6f4e0b9c", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Informational, target_col=VisitorType.", + "bindings": { + "group_col": "Informational", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_a1986e03cd7b14e8.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a1986e03cd7b14e8", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 160, + "total_tokens": 23143, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 144, + "estimated_total_tokens": 3038, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12665.49, + "sql_execution_elapsed_ms_total": 8.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_a1986e03cd7b14e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9948c93d30fe5f8a37dd92aaf9c511ae8efff3ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:57:24.440345+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12665.49, "started_at": "2026-05-04T08:57:11.756622+00:00", "ended_at": "2026-05-04T08:57:24.421902+00:00", "prompt_metrics": {"chars": 10754, "bytes_utf8": 10754, "lines": 313, "estimated_tokens": 2894}, "response_metrics": {"chars": 539, "bytes_utf8": 539, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 160}, "stderr_preview": "2026-05-04T08:57:11.993071Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:14.580387Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col=\\\"Informational\\\", target_col=\\\"VisitorType\\\", target_value='Other', min_support=5, and top_k=12. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f8e2286ad3eeb1e1dc33ad097c4b4e2d2d7204d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1986e03cd7b14e8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a1986e03cd7b14e8", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 160, + "total_tokens": 23143, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 144, + "estimated_total_tokens": 3038, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12665.49, + "sql_execution_elapsed_ms_total": 8.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_a1986e03cd7b14e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e71a3bf9834a1822c2ad7520fec8dbca52f6dcd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10699, "bytes_utf8": 10699, "lines": 316, "estimated_tokens": 2861}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22950, "cached_input_tokens": 21888, "output_tokens": 132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..66223f90b2c9b418aa80c689a0079c76bd8f3f74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a1c4b71b70747d6a", + "api_calls": 0, + "input_tokens": 22950, + "cached_input_tokens": 21888, + "output_tokens": 132, + "total_tokens": 23082, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2861, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2977, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12134.76, + "sql_execution_elapsed_ms_total": 7.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_a1c4b71b70747d6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a2c6b2d9880dbf44982df3530c0b743216a0dec2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:22:01.644091+00:00", + "ended_at": "2026-05-04T08:22:13.778697+00:00", + "elapsed_ms": 12134.76, + "prompt_metrics": { + "chars": 10699, + "bytes_utf8": 10699, + "lines": 316, + "estimated_tokens": 2861 + }, + "stdout_metrics": { + "chars": 807, + "bytes_utf8": 807, + "lines": 4, + "estimated_tokens": 229 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13173 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 473, + "bytes_utf8": 473, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 22950, + "cached_input_tokens": 21888, + "output_tokens": 132 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1f4efb4d8a3ed8a995e8f058acfddc5b3f1eb93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=SpecialDay, measure_col=ProductRelated.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "ProductRelated", + "predicate_col": "TrafficType", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ef4a0849f39c6ac1ef51758470bdb5ae0952a34 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-7b32-7683-9e96-97f32944ec83"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"SpecialDay\\\", SUM(CAST(\\\"ProductRelated\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"TrafficType\\\" AS REAL) >= 4.0\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the planned template with group_col=\\\"SpecialDay\\\", measure_col=\\\"ProductRelated\\\", and predicate_col=\\\"TrafficType\\\". Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22950,"cached_input_tokens":21888,"output_tokens":132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ff12a238a01a0628c505392a390969d35c2d8a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"SpecialDay\", SUM(CAST(\"ProductRelated\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"TrafficType\" AS REAL) >= 4.0\nGROUP BY \"SpecialDay\"\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the planned template with group_col=\"SpecialDay\", measure_col=\"ProductRelated\", and predicate_col=\"TrafficType\". Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52715114cbffb49fa08a518188d4891bc3b10567 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:01.845297Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:04.189069Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:12.917603Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..888eeae119eba201fee810d4b5a7434f65c71fc6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=SpecialDay, measure_col=ProductRelated. +Result preview: [{"SpecialDay": "0", "total_measure": 94193.0}, {"SpecialDay": "0.8", "total_measure": 4993.0}, {"SpecialDay": "0.4", "total_measure": 3631.0}, {"SpecialDay": "0.6", "total_measure": 3459.0}, {"SpecialDay": "1", "total_measure": 2792.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9629fe1fe7fe1141c1ceb3aa75edd65d66a4114b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_a1c4b71b70747d6a +-- problem_id: v2p_m6_01c93bd4ba41d7c8 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", SUM(CAST("ProductRelated" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("TrafficType" AS REAL) >= 4.0 +GROUP BY "SpecialDay" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5af579dd25f55d7fe581a1b5fac2a71bf8ef1d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"SpecialDay\", SUM(CAST(\"ProductRelated\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"TrafficType\" AS REAL) >= 4.0\nGROUP BY \"SpecialDay\"\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"SpecialDay\\\", SUM(CAST(\\\"ProductRelated\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"TrafficType\\\" AS REAL) >= 4.0\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"SpecialDay\", \"total_measure\"], \"rows\": [{\"SpecialDay\": \"0\", \"total_measure\": 94193.0}, {\"SpecialDay\": \"0.8\", \"total_measure\": 4993.0}, {\"SpecialDay\": \"0.4\", \"total_measure\": 3631.0}, {\"SpecialDay\": \"0.6\", \"total_measure\": 3459.0}, {\"SpecialDay\": \"1\", \"total_measure\": 2792.0}, {\"SpecialDay\": \"0.2\", \"total_measure\": 1812.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a8b3d554891f7bfea504eacd7ce3510087e53730 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:22:01.640239+00:00", + "ended_at": "2026-05-04T08:22:13.822956+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_a1c4b71b70747d6a", + "problem_id": "v2p_m6_01c93bd4ba41d7c8", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=SpecialDay, measure_col=ProductRelated.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "ProductRelated", + "predicate_col": "TrafficType", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=11", + "sql_variant_index=2/2", + "binding_index=46" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 11, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_a1c4b71b70747d6a.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a1c4b71b70747d6a", + "api_calls": 0, + "input_tokens": 22950, + "cached_input_tokens": 21888, + "output_tokens": 132, + "total_tokens": 23082, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2861, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2977, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12134.76, + "sql_execution_elapsed_ms_total": 7.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_a1c4b71b70747d6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcb6c67429d9a88f8c0b9a24ee9a24a27f90bee6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:13.805074+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12134.76, "started_at": "2026-05-04T08:22:01.644091+00:00", "ended_at": "2026-05-04T08:22:13.778697+00:00", "prompt_metrics": {"chars": 10699, "bytes_utf8": 10699, "lines": 316, "estimated_tokens": 2861}, "response_metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22950, "cached_input_tokens": 21888, "output_tokens": 132}, "stderr_preview": "2026-05-04T08:22:01.845297Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:04.189069Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4.0\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the planned template with group_col=\\\"SpecialDay\\\", measure_col=\\\"ProductRelated\\\", and predicate_col=\\\"TrafficType\\\". Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7c3e5947f952f487c2aa8fc1ed888177b20825df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_a1c4b71b70747d6a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a1c4b71b70747d6a", + "api_calls": 0, + "input_tokens": 22950, + "cached_input_tokens": 21888, + "output_tokens": 132, + "total_tokens": 23082, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2861, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2977, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12134.76, + "sql_execution_elapsed_ms_total": 7.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_a1c4b71b70747d6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..50ddddcdb09b522441d7de3c0e009d63d0f237e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"PageValues": "0", "support": 9600, "avg_response": 22.070998193117813}, {"PageValues": "53.988", "support": 6, "avg_response": 0.0}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..84b78395eb5748bc7d47e48c75cce528b2993807 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_aa807bceb3c0ee72 +-- problem_id: v2p_m6_44873be78986b5d3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "PageValues", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "PageValues" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f15bdafd0443e5f23467fe6c4307acdf1da7f766 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_aa807bceb3c0ee72\n-- problem_id: v2p_m6_44873be78986b5d3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"PageValues\",\n COUNT(*) AS support,\n AVG(\"Informational_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"PageValues\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_aa807bceb3c0ee72\\n-- problem_id: v2p_m6_44873be78986b5d3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"PageValues\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"PageValues\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"PageValues\", \"support\", \"avg_response\"], \"rows\": [{\"PageValues\": \"0\", \"support\": 9600, \"avg_response\": 22.070998193117813}, {\"PageValues\": \"53.988\", \"support\": 6, \"avg_response\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..35f56f363013ece27c92c5fb9aed9c96898077ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.625727+00:00", + "ended_at": "2026-05-04T09:03:22.637749+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_aa807bceb3c0ee72", + "problem_id": "v2p_m6_44873be78986b5d3", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational_Duration, key_col=PageValues.", + "bindings": { + "key_col": "PageValues", + "measure_col": "Informational_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=29", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 29, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_aa807bceb3c0ee72.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcf01ad419bc2cc391022ec8eb9897d76c6be370 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10584, "bytes_utf8": 10584, "lines": 314, "estimated_tokens": 2829}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22918, "cached_input_tokens": 19840, "output_tokens": 129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..43f1505981a72cea8aa0352a73cae372c7350ea0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_aaf8de53e0549e97", + "api_calls": 0, + "input_tokens": 22918, + "cached_input_tokens": 19840, + "output_tokens": 129, + "total_tokens": 23047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2829, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2942, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11898.45, + "sql_execution_elapsed_ms_total": 5.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_aaf8de53e0549e97\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..63c98f0891842f17939345ae64184e529dc1af01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:13.839837+00:00", + "ended_at": "2026-05-04T08:10:25.736741+00:00", + "elapsed_ms": 11898.45, + "prompt_metrics": { + "chars": 10584, + "bytes_utf8": 10584, + "lines": 314, + "estimated_tokens": 2829 + }, + "stdout_metrics": { + "chars": 797, + "bytes_utf8": 797, + "lines": 4, + "estimated_tokens": 219 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13225 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 471, + "bytes_utf8": 471, + "lines": 1, + "estimated_tokens": 113 + }, + "usage": { + "input_tokens": 22918, + "cached_input_tokens": 19840, + "output_tokens": 129 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd108fa34692758b809e77ba5e5d5d93109d38c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=SpecialDay.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "SpecialDay", + "predicate_col": "Region", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..677deddd7e46e85277ce1ee823ac4e601a71f370 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-ae4e-70c3-b85d-08cb1dd24f01"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"SpecialDay\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Region\\\" AS REAL) >= 4.0\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"SpecialDay\\\" and predicate_col bound to \\\"Region\\\". CAST to REAL is included because the schema snapshot shows numeric-looking fields stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22918,"cached_input_tokens":19840,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4df3db17895b7f6a767963b5a82bf48dfaf8837 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"SpecialDay\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Region\" AS REAL) >= 4.0\nGROUP BY \"SpecialDay\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"SpecialDay\" and predicate_col bound to \"Region\". CAST to REAL is included because the schema snapshot shows numeric-looking fields stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a52c908c14626273142d3367f18c990b1cef6add --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:14.019122Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:16.398131Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:24.731106Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..67a59f6779835c540e4fddd042376004cbb17bdd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=SpecialDay. +Result preview: [{"SpecialDay": "0", "support": 3636}, {"SpecialDay": "0.8", "support": 98}, {"SpecialDay": "0.6", "support": 97}, {"SpecialDay": "0.4", "support": 80}, {"SpecialDay": "1", "support": 52}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..81f13907bd6e3d224eb396c5e32ccd8f806b43fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_aaf8de53e0549e97 +-- problem_id: v2p_m6_1ce09cd04903f0ba +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", COUNT(*) AS support +FROM "m6" +WHERE CAST("Region" AS REAL) >= 4.0 +GROUP BY "SpecialDay" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a051137f91c1a9e4a9bfea3d24392d4b82e2a124 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"SpecialDay\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Region\" AS REAL) >= 4.0\nGROUP BY \"SpecialDay\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"SpecialDay\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Region\\\" AS REAL) >= 4.0\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"SpecialDay\", \"support\"], \"rows\": [{\"SpecialDay\": \"0\", \"support\": 3636}, {\"SpecialDay\": \"0.8\", \"support\": 98}, {\"SpecialDay\": \"0.6\", \"support\": 97}, {\"SpecialDay\": \"0.4\", \"support\": 80}, {\"SpecialDay\": \"1\", \"support\": 52}, {\"SpecialDay\": \"0.2\", \"support\": 48}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.83}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eeebc4f102669a932f4ec21357934a5a0971362b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:10:13.835462+00:00", + "ended_at": "2026-05-04T08:10:25.769849+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_aaf8de53e0549e97", + "problem_id": "v2p_m6_1ce09cd04903f0ba", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=SpecialDay.", + "bindings": { + "group_col": "SpecialDay", + "predicate_col": "Region", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_aaf8de53e0549e97.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_aaf8de53e0549e97", + "api_calls": 0, + "input_tokens": 22918, + "cached_input_tokens": 19840, + "output_tokens": 129, + "total_tokens": 23047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2829, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2942, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11898.45, + "sql_execution_elapsed_ms_total": 5.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_aaf8de53e0549e97\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96e2e569114a12a71ca2834c346e2b6e6196c475 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:25.757166+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11898.45, "started_at": "2026-05-04T08:10:13.839837+00:00", "ended_at": "2026-05-04T08:10:25.736741+00:00", "prompt_metrics": {"chars": 10584, "bytes_utf8": 10584, "lines": 314, "estimated_tokens": 2829}, "response_metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22918, "cached_input_tokens": 19840, "output_tokens": 129}, "stderr_preview": "2026-05-04T08:10:14.019122Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:16.398131Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4.0\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"SpecialDay\\\" and predicate_col bound to \\\"Region\\\". CAST to REAL is included because the schema snapshot shows numeric-looking fields stored as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..884784cbff73119635cab9d412720c2e3c5c8930 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_aaf8de53e0549e97/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_aaf8de53e0549e97", + "api_calls": 0, + "input_tokens": 22918, + "cached_input_tokens": 19840, + "output_tokens": 129, + "total_tokens": 23047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2829, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2942, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11898.45, + "sql_execution_elapsed_ms_total": 5.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_aaf8de53e0549e97\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59ae3c54e9442cc62cb80a80d069162c9da05a57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10785, "bytes_utf8": 10785, "lines": 314, "estimated_tokens": 2897}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1681, "bytes_utf8": 1681, "lines": 1, "estimated_tokens": 491}, "usage": {"input_tokens": 22988, "cached_input_tokens": 6528, "output_tokens": 1013}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f6bac955129df238dc09d3628d58f56fc003ad47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ab9163a194bf44e0", + "api_calls": 0, + "input_tokens": 22988, + "cached_input_tokens": 6528, + "output_tokens": 1013, + "total_tokens": 24001, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2897, + "estimated_output_tokens": 491, + "estimated_total_tokens": 3388, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27197.97, + "sql_execution_elapsed_ms_total": 84.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ab9163a194bf44e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb85af1cf4c1b44af00f8054aab80a21ecfcf4c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:26:11.766329+00:00", + "ended_at": "2026-05-04T08:26:38.964258+00:00", + "elapsed_ms": 27197.97, + "prompt_metrics": { + "chars": 10785, + "bytes_utf8": 10785, + "lines": 314, + "estimated_tokens": 2897 + }, + "stdout_metrics": { + "chars": 2225, + "bytes_utf8": 2225, + "lines": 4, + "estimated_tokens": 736 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13228 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1681, + "bytes_utf8": 1681, + "lines": 1, + "estimated_tokens": 491 + }, + "usage": { + "input_tokens": 22988, + "cached_input_tokens": 6528, + "output_tokens": 1013 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7689c10c34c67f9bb735a4d3807dd5d7aac7ec7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Weekend, group_col_2=Revenue, measure_col=Region.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "Weekend", + "group_col_2": "Revenue", + "measure_col": "Region", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6e60d91ff84cdd5eb75364e44435aa6c5470f9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-4c48-7852-9114-1f4d7893464d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"Revenue\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"region_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\", \\\"Revenue\\\"\\n ORDER BY CAST(\\\"Region\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Weekend\\\", \\\"Revenue\\\"\\n ) AS \\\"cnt\\\",\\n AVG(CAST(\\\"Region\\\" AS REAL)) OVER (\\n PARTITION BY \\\"Weekend\\\", \\\"Revenue\\\"\\n ) AS \\\"avg_value\\\",\\n AVG(CAST(\\\"Region\\\" AS REAL) * CAST(\\\"Region\\\" AS REAL)) OVER (\\n PARTITION BY \\\"Weekend\\\", \\\"Revenue\\\"\\n ) AS \\\"avg_square\\\"\\n FROM \\\"m6\\\"\\n),\\n\\\"grouped\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"Revenue\\\",\\n AVG(\\n CASE\\n WHEN \\\"rn\\\" IN (\\n CAST((\\\"cnt\\\" + 1) / 2 AS INTEGER),\\n CAST((\\\"cnt\\\" + 2) / 2 AS INTEGER)\\n ) THEN \\\"region_value\\\"\\n END\\n ) AS \\\"median_measure\\\",\\n CASE\\n WHEN (MAX(\\\"avg_square\\\") - MAX(\\\"avg_value\\\") * MAX(\\\"avg_value\\\")) <= 0 THEN 0.0\\n ELSE SQRT(MAX(\\\"avg_square\\\") - MAX(\\\"avg_value\\\") * MAX(\\\"avg_value\\\"))\\n END AS \\\"measure_stddev\\\",\\n MAX(\\\"cnt\\\") AS \\\"group_size\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"Weekend\\\", \\\"Revenue\\\"\\n)\\nSELECT\\n \\\"Weekend\\\",\\n \\\"Revenue\\\",\\n \\\"median_measure\\\",\\n \\\"measure_stddev\\\"\\nFROM \\\"grouped\\\"\\nWHERE \\\"group_size\\\" >= 5\\nORDER BY \\\"median_measure\\\" DESC;\",\"notes\":\"Adapted the template for SQLite by replacing PERCENTILE_CONT with a window-function median calculation and STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)). Cast \\\"Region\\\" from TEXT to REAL, and applied the provided minimum group-size stability filter of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22988,"cached_input_tokens":6528,"output_tokens":1013}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12b8b31617ac864c3ff7e2b34f19e79c3d191b35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"Weekend\",\n \"Revenue\",\n CAST(\"Region\" AS REAL) AS \"region_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\", \"Revenue\"\n ORDER BY CAST(\"Region\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Weekend\", \"Revenue\"\n ) AS \"cnt\",\n AVG(CAST(\"Region\" AS REAL)) OVER (\n PARTITION BY \"Weekend\", \"Revenue\"\n ) AS \"avg_value\",\n AVG(CAST(\"Region\" AS REAL) * CAST(\"Region\" AS REAL)) OVER (\n PARTITION BY \"Weekend\", \"Revenue\"\n ) AS \"avg_square\"\n FROM \"m6\"\n),\n\"grouped\" AS (\n SELECT\n \"Weekend\",\n \"Revenue\",\n AVG(\n CASE\n WHEN \"rn\" IN (\n CAST((\"cnt\" + 1) / 2 AS INTEGER),\n CAST((\"cnt\" + 2) / 2 AS INTEGER)\n ) THEN \"region_value\"\n END\n ) AS \"median_measure\",\n CASE\n WHEN (MAX(\"avg_square\") - MAX(\"avg_value\") * MAX(\"avg_value\")) <= 0 THEN 0.0\n ELSE SQRT(MAX(\"avg_square\") - MAX(\"avg_value\") * MAX(\"avg_value\"))\n END AS \"measure_stddev\",\n MAX(\"cnt\") AS \"group_size\"\n FROM \"ranked\"\n GROUP BY \"Weekend\", \"Revenue\"\n)\nSELECT\n \"Weekend\",\n \"Revenue\",\n \"median_measure\",\n \"measure_stddev\"\nFROM \"grouped\"\nWHERE \"group_size\" >= 5\nORDER BY \"median_measure\" DESC;","notes":"Adapted the template for SQLite by replacing PERCENTILE_CONT with a window-function median calculation and STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)). Cast \"Region\" from TEXT to REAL, and applied the provided minimum group-size stability filter of 5."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5767188ddd521ecdaa8389ac99b5106402ab9357 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:11.974608Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:14.404460Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:38.072504Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb30e39d20ffbfcde6895064faea294d8552122a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Weekend, group_col_2=Revenue, measure_col=Region. +Result preview: [{"Weekend": "FALSE", "Revenue": "FALSE", "median_measure": 3.0, "measure_stddev": 2.4162346402231027}, {"Weekend": "TRUE", "Revenue": "FALSE", "median_measure": 3.0, "measure_stddev": 2.3456171573170232}, {"Weekend": "TRUE", "Revenue": "TRUE", "median_measure": 3.0, "measure_stddev": 2.357854889683522}, {"Weekend": "FALSE", "Revenue": "TRUE", "median_measure": 2.0, "measure_stddev": 2.4232180834758728}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a885beca38881aed853a4aba82e01b4f3fb0090e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/generated_sql.sql @@ -0,0 +1,61 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_ab9163a194bf44e0 +-- problem_id: v2p_m6_9ca99d229d77c8c4 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Weekend", + "Revenue", + CAST("Region" AS REAL) AS "region_value", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend", "Revenue" + ORDER BY CAST("Region" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Weekend", "Revenue" + ) AS "cnt", + AVG(CAST("Region" AS REAL)) OVER ( + PARTITION BY "Weekend", "Revenue" + ) AS "avg_value", + AVG(CAST("Region" AS REAL) * CAST("Region" AS REAL)) OVER ( + PARTITION BY "Weekend", "Revenue" + ) AS "avg_square" + FROM "m6" +), +"grouped" AS ( + SELECT + "Weekend", + "Revenue", + AVG( + CASE + WHEN "rn" IN ( + CAST(("cnt" + 1) / 2 AS INTEGER), + CAST(("cnt" + 2) / 2 AS INTEGER) + ) THEN "region_value" + END + ) AS "median_measure", + CASE + WHEN (MAX("avg_square") - MAX("avg_value") * MAX("avg_value")) <= 0 THEN 0.0 + ELSE SQRT(MAX("avg_square") - MAX("avg_value") * MAX("avg_value")) + END AS "measure_stddev", + MAX("cnt") AS "group_size" + FROM "ranked" + GROUP BY "Weekend", "Revenue" +) +SELECT + "Weekend", + "Revenue", + "median_measure", + "measure_stddev" +FROM "grouped" +WHERE "group_size" >= 5 +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc4c299cc9d52059c8488f8658ab82a7b19be57c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"Weekend\",\n \"Revenue\",\n CAST(\"Region\" AS REAL) AS \"region_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\", \"Revenue\"\n ORDER BY CAST(\"Region\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Weekend\", \"Revenue\"\n ) AS \"cnt\",\n AVG(CAST(\"Region\" AS REAL)) OVER (\n PARTITION BY \"Weekend\", \"Revenue\"\n ) AS \"avg_value\",\n AVG(CAST(\"Region\" AS REAL) * CAST(\"Region\" AS REAL)) OVER (\n PARTITION BY \"Weekend\", \"Revenue\"\n ) AS \"avg_square\"\n FROM \"m6\"\n),\n\"grouped\" AS (\n SELECT\n \"Weekend\",\n \"Revenue\",\n AVG(\n CASE\n WHEN \"rn\" IN (\n CAST((\"cnt\" + 1) / 2 AS INTEGER),\n CAST((\"cnt\" + 2) / 2 AS INTEGER)\n ) THEN \"region_value\"\n END\n ) AS \"median_measure\",\n CASE\n WHEN (MAX(\"avg_square\") - MAX(\"avg_value\") * MAX(\"avg_value\")) <= 0 THEN 0.0\n ELSE SQRT(MAX(\"avg_square\") - MAX(\"avg_value\") * MAX(\"avg_value\"))\n END AS \"measure_stddev\",\n MAX(\"cnt\") AS \"group_size\"\n FROM \"ranked\"\n GROUP BY \"Weekend\", \"Revenue\"\n)\nSELECT\n \"Weekend\",\n \"Revenue\",\n \"median_measure\",\n \"measure_stddev\"\nFROM \"grouped\"\nWHERE \"group_size\" >= 5\nORDER BY \"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"Revenue\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"region_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\", \\\"Revenue\\\"\\n ORDER BY CAST(\\\"Region\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Weekend\\\", \\\"Revenue\\\"\\n ) AS \\\"cnt\\\",\\n AVG(CAST(\\\"Region\\\" AS REAL)) OVER (\\n PARTITION BY \\\"Weekend\\\", \\\"Revenue\\\"\\n ) AS \\\"avg_value\\\",\\n AVG(CAST(\\\"Region\\\" AS REAL) * CAST(\\\"Region\\\" AS REAL)) OVER (\\n PARTITION BY \\\"Weekend\\\", \\\"Revenue\\\"\\n ) AS \\\"avg_square\\\"\\n FROM \\\"m6\\\"\\n),\\n\\\"grouped\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"Revenue\\\",\\n AVG(\\n CASE\\n WHEN \\\"rn\\\" IN (\\n CAST((\\\"cnt\\\" + 1) / 2 AS INTEGER),\\n CAST((\\\"cnt\\\" + 2) / 2 AS INTEGER)\\n ) THEN \\\"region_value\\\"\\n END\\n ) AS \\\"median_measure\\\",\\n CASE\\n WHEN (MAX(\\\"avg_square\\\") - MAX(\\\"avg_value\\\") * MAX(\\\"avg_value\\\")) <= 0 THEN 0.0\\n ELSE SQRT(MAX(\\\"avg_square\\\") - MAX(\\\"avg_value\\\") * MAX(\\\"avg_value\\\"))\\n END AS \\\"measure_stddev\\\",\\n MAX(\\\"cnt\\\") AS \\\"group_size\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"Weekend\\\", \\\"Revenue\\\"\\n)\\nSELECT\\n \\\"Weekend\\\",\\n \\\"Revenue\\\",\\n \\\"median_measure\\\",\\n \\\"measure_stddev\\\"\\nFROM \\\"grouped\\\"\\nWHERE \\\"group_size\\\" >= 5\\nORDER BY \\\"median_measure\\\" DESC;\", \"columns\": [\"Weekend\", \"Revenue\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"Weekend\": \"FALSE\", \"Revenue\": \"FALSE\", \"median_measure\": 3.0, \"measure_stddev\": 2.4162346402231027}, {\"Weekend\": \"TRUE\", \"Revenue\": \"FALSE\", \"median_measure\": 3.0, \"measure_stddev\": 2.3456171573170232}, {\"Weekend\": \"TRUE\", \"Revenue\": \"TRUE\", \"median_measure\": 3.0, \"measure_stddev\": 2.357854889683522}, {\"Weekend\": \"FALSE\", \"Revenue\": \"TRUE\", \"median_measure\": 2.0, \"measure_stddev\": 2.4232180834758728}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 84.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..16515ac4483ca0c2dc26fdc7dee73d7cb9baa523 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:26:11.761108+00:00", + "ended_at": "2026-05-04T08:26:39.078203+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_ab9163a194bf44e0", + "problem_id": "v2p_m6_9ca99d229d77c8c4", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Weekend, group_col_2=Revenue, measure_col=Region.", + "bindings": { + "group_col": "Weekend", + "group_col_2": "Revenue", + "measure_col": "Region", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_ab9163a194bf44e0.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ab9163a194bf44e0", + "api_calls": 0, + "input_tokens": 22988, + "cached_input_tokens": 6528, + "output_tokens": 1013, + "total_tokens": 24001, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2897, + "estimated_output_tokens": 491, + "estimated_total_tokens": 3388, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27197.97, + "sql_execution_elapsed_ms_total": 84.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ab9163a194bf44e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4aeb54ee17a493e69ee4603651a078beb2971d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ab9163a194bf44e0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:38.985665+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 27197.97, "started_at": "2026-05-04T08:26:11.766329+00:00", "ended_at": "2026-05-04T08:26:38.964258+00:00", "prompt_metrics": {"chars": 10785, "bytes_utf8": 10785, "lines": 314, "estimated_tokens": 2897}, "response_metrics": {"chars": 1681, "bytes_utf8": 1681, "lines": 1, "estimated_tokens": 491}, "usage": {"input_tokens": 22988, "cached_input_tokens": 6528, "output_tokens": 1013}, "stderr_preview": "2026-05-04T08:26:11.974608Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:14.404460Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=VisitorType, group_col_2=Weekend, measure_col=OperatingSystems.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "VisitorType", + "group_col_2": "Weekend", + "measure_col": "OperatingSystems", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c9ee4e6a942dd6683f2bfb47eff79eddf0172b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-164c-7db1-a3f4-f98a7f42b821"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Weekend\\\",\\n CAST(\\\"OperatingSystems\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n ORDER BY CAST(\\\"OperatingSystems\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n ) AS \\\"cnt\\\",\\n AVG(CAST(\\\"OperatingSystems\\\" AS REAL)) OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n ) AS \\\"avg_measure\\\",\\n AVG(CAST(\\\"OperatingSystems\\\" AS REAL) * CAST(\\\"OperatingSystems\\\" AS REAL)) OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n ) AS \\\"avg_sq\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" IS NOT NULL\\n AND \\\"Weekend\\\" IS NOT NULL\\n AND \\\"OperatingSystems\\\" IS NOT NULL\\n),\\n\\\"aggregated\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2) THEN \\\"measure\\\" END) AS \\\"median_measure\\\",\\n MAX(CASE\\n WHEN (\\\"avg_sq\\\" - (\\\"avg_measure\\\" * \\\"avg_measure\\\")) < 0 THEN 0\\n ELSE (\\\"avg_sq\\\" - (\\\"avg_measure\\\" * \\\"avg_measure\\\"))\\n END) AS \\\"variance_measure\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n)\\nSELECT\\n \\\"VisitorType\\\",\\n \\\"Weekend\\\",\\n \\\"median_measure\\\",\\n SQRT(\\\"variance_measure\\\") AS \\\"measure_stddev\\\"\\nFROM \\\"aggregated\\\"\\nORDER BY \\\"median_measure\\\" DESC;\",\"notes\":\"Uses the planned grouping roles exactly. Replaces unsupported SQLite percentile/stddev functions with a window-function median and standard deviation computed from variance after casting the TEXT measure column to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22992,"cached_input_tokens":3968,"output_tokens":975}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0228fdada488c9a3da32be6a06a0db00d8c01ca1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"VisitorType\",\n \"Weekend\",\n CAST(\"OperatingSystems\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"VisitorType\", \"Weekend\"\n ORDER BY CAST(\"OperatingSystems\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"VisitorType\", \"Weekend\"\n ) AS \"cnt\",\n AVG(CAST(\"OperatingSystems\" AS REAL)) OVER (\n PARTITION BY \"VisitorType\", \"Weekend\"\n ) AS \"avg_measure\",\n AVG(CAST(\"OperatingSystems\" AS REAL) * CAST(\"OperatingSystems\" AS REAL)) OVER (\n PARTITION BY \"VisitorType\", \"Weekend\"\n ) AS \"avg_sq\"\n FROM \"m6\"\n WHERE \"VisitorType\" IS NOT NULL\n AND \"Weekend\" IS NOT NULL\n AND \"OperatingSystems\" IS NOT NULL\n),\n\"aggregated\" AS (\n SELECT\n \"VisitorType\",\n \"Weekend\",\n AVG(CASE WHEN \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2) THEN \"measure\" END) AS \"median_measure\",\n MAX(CASE\n WHEN (\"avg_sq\" - (\"avg_measure\" * \"avg_measure\")) < 0 THEN 0\n ELSE (\"avg_sq\" - (\"avg_measure\" * \"avg_measure\"))\n END) AS \"variance_measure\"\n FROM \"ranked\"\n GROUP BY \"VisitorType\", \"Weekend\"\n)\nSELECT\n \"VisitorType\",\n \"Weekend\",\n \"median_measure\",\n SQRT(\"variance_measure\") AS \"measure_stddev\"\nFROM \"aggregated\"\nORDER BY \"median_measure\" DESC;","notes":"Uses the planned grouping roles exactly. Replaces unsupported SQLite percentile/stddev functions with a window-function median and standard deviation computed from variance after casting the TEXT measure column to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0047d706d9a6e7064d4bcf32273919ccb0f00155 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:52.613081Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:55.067013Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:20.145986Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..32b8ea2629aeaee3c26aec0aa62e07915a63cad1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=VisitorType, group_col_2=Weekend, measure_col=OperatingSystems. +Result preview: [{"VisitorType": "Other", "Weekend": "FALSE", "median_measure": 8.0, "measure_stddev": 2.83970741425126}, {"VisitorType": "New_Visitor", "Weekend": "FALSE", "median_measure": 2.0, "measure_stddev": 0.8319737931902275}, {"VisitorType": "New_Visitor", "Weekend": "TRUE", "median_measure": 2.0, "measure_stddev": 0.9536026223254405}, {"VisitorType": "Other", "Weekend": "TRUE", "median_measure": 2.0, "measure_stddev": 2.762725657973388}, {"VisitorType": "Returning_Visitor", "Weekend": "FALSE", "median_measure": 2.0, "measure_stddev": 0.7893497230728718}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f96859cd92688d224c4a7328daa5d16f1f2bff86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/generated_sql.sql @@ -0,0 +1,55 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_ac1577386dfa2749 +-- problem_id: v2p_m6_690ce1618192eb3a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "VisitorType", + "Weekend", + CAST("OperatingSystems" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "VisitorType", "Weekend" + ORDER BY CAST("OperatingSystems" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "VisitorType", "Weekend" + ) AS "cnt", + AVG(CAST("OperatingSystems" AS REAL)) OVER ( + PARTITION BY "VisitorType", "Weekend" + ) AS "avg_measure", + AVG(CAST("OperatingSystems" AS REAL) * CAST("OperatingSystems" AS REAL)) OVER ( + PARTITION BY "VisitorType", "Weekend" + ) AS "avg_sq" + FROM "m6" + WHERE "VisitorType" IS NOT NULL + AND "Weekend" IS NOT NULL + AND "OperatingSystems" IS NOT NULL +), +"aggregated" AS ( + SELECT + "VisitorType", + "Weekend", + AVG(CASE WHEN "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) THEN "measure" END) AS "median_measure", + MAX(CASE + WHEN ("avg_sq" - ("avg_measure" * "avg_measure")) < 0 THEN 0 + ELSE ("avg_sq" - ("avg_measure" * "avg_measure")) + END) AS "variance_measure" + FROM "ranked" + GROUP BY "VisitorType", "Weekend" +) +SELECT + "VisitorType", + "Weekend", + "median_measure", + SQRT("variance_measure") AS "measure_stddev" +FROM "aggregated" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..080f6dd014629a615ec695de580562557478c86b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"VisitorType\",\n \"Weekend\",\n CAST(\"OperatingSystems\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"VisitorType\", \"Weekend\"\n ORDER BY CAST(\"OperatingSystems\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"VisitorType\", \"Weekend\"\n ) AS \"cnt\",\n AVG(CAST(\"OperatingSystems\" AS REAL)) OVER (\n PARTITION BY \"VisitorType\", \"Weekend\"\n ) AS \"avg_measure\",\n AVG(CAST(\"OperatingSystems\" AS REAL) * CAST(\"OperatingSystems\" AS REAL)) OVER (\n PARTITION BY \"VisitorType\", \"Weekend\"\n ) AS \"avg_sq\"\n FROM \"m6\"\n WHERE \"VisitorType\" IS NOT NULL\n AND \"Weekend\" IS NOT NULL\n AND \"OperatingSystems\" IS NOT NULL\n),\n\"aggregated\" AS (\n SELECT\n \"VisitorType\",\n \"Weekend\",\n AVG(CASE WHEN \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2) THEN \"measure\" END) AS \"median_measure\",\n MAX(CASE\n WHEN (\"avg_sq\" - (\"avg_measure\" * \"avg_measure\")) < 0 THEN 0\n ELSE (\"avg_sq\" - (\"avg_measure\" * \"avg_measure\"))\n END) AS \"variance_measure\"\n FROM \"ranked\"\n GROUP BY \"VisitorType\", \"Weekend\"\n)\nSELECT\n \"VisitorType\",\n \"Weekend\",\n \"median_measure\",\n SQRT(\"variance_measure\") AS \"measure_stddev\"\nFROM \"aggregated\"\nORDER BY \"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Weekend\\\",\\n CAST(\\\"OperatingSystems\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n ORDER BY CAST(\\\"OperatingSystems\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n ) AS \\\"cnt\\\",\\n AVG(CAST(\\\"OperatingSystems\\\" AS REAL)) OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n ) AS \\\"avg_measure\\\",\\n AVG(CAST(\\\"OperatingSystems\\\" AS REAL) * CAST(\\\"OperatingSystems\\\" AS REAL)) OVER (\\n PARTITION BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n ) AS \\\"avg_sq\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" IS NOT NULL\\n AND \\\"Weekend\\\" IS NOT NULL\\n AND \\\"OperatingSystems\\\" IS NOT NULL\\n),\\n\\\"aggregated\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2) THEN \\\"measure\\\" END) AS \\\"median_measure\\\",\\n MAX(CASE\\n WHEN (\\\"avg_sq\\\" - (\\\"avg_measure\\\" * \\\"avg_measure\\\")) < 0 THEN 0\\n ELSE (\\\"avg_sq\\\" - (\\\"avg_measure\\\" * \\\"avg_measure\\\"))\\n END) AS \\\"variance_measure\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"VisitorType\\\", \\\"Weekend\\\"\\n)\\nSELECT\\n \\\"VisitorType\\\",\\n \\\"Weekend\\\",\\n \\\"median_measure\\\",\\n SQRT(\\\"variance_measure\\\") AS \\\"measure_stddev\\\"\\nFROM \\\"aggregated\\\"\\nORDER BY \\\"median_measure\\\" DESC;\", \"columns\": [\"VisitorType\", \"Weekend\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"VisitorType\": \"Other\", \"Weekend\": \"FALSE\", \"median_measure\": 8.0, \"measure_stddev\": 2.83970741425126}, {\"VisitorType\": \"New_Visitor\", \"Weekend\": \"FALSE\", \"median_measure\": 2.0, \"measure_stddev\": 0.8319737931902275}, {\"VisitorType\": \"New_Visitor\", \"Weekend\": \"TRUE\", \"median_measure\": 2.0, \"measure_stddev\": 0.9536026223254405}, {\"VisitorType\": \"Other\", \"Weekend\": \"TRUE\", \"median_measure\": 2.0, \"measure_stddev\": 2.762725657973388}, {\"VisitorType\": \"Returning_Visitor\", \"Weekend\": \"FALSE\", \"median_measure\": 2.0, \"measure_stddev\": 0.7893497230728718}, {\"VisitorType\": \"Returning_Visitor\", \"Weekend\": \"TRUE\", \"median_measure\": 2.0, \"measure_stddev\": 0.9097540505136288}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 129.62}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6318837b954b5a42d2e691b91e86f3330bbc35e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:24:52.415251+00:00", + "ended_at": "2026-05-04T08:25:21.036011+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_ac1577386dfa2749", + "problem_id": "v2p_m6_690ce1618192eb3a", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=VisitorType, group_col_2=Weekend, measure_col=OperatingSystems.", + "bindings": { + "group_col": "VisitorType", + "group_col_2": "Weekend", + "measure_col": "OperatingSystems", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_ac1577386dfa2749.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ac1577386dfa2749", + "api_calls": 0, + "input_tokens": 22992, + "cached_input_tokens": 3968, + "output_tokens": 975, + "total_tokens": 23967, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2901, + "estimated_output_tokens": 467, + "estimated_total_tokens": 3368, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28446.0, + "sql_execution_elapsed_ms_total": 129.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ac1577386dfa2749\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e31e7baefab30664d265bc123b836461b73f1071 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac1577386dfa2749/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:20.884067+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 28446.0, "started_at": "2026-05-04T08:24:52.419495+00:00", "ended_at": "2026-05-04T08:25:20.864963+00:00", "prompt_metrics": {"chars": 10813, "bytes_utf8": 10813, "lines": 314, "estimated_tokens": 2901}, "response_metrics": {"chars": 1679, "bytes_utf8": 1679, "lines": 1, "estimated_tokens": 467}, "usage": {"input_tokens": 22992, "cached_input_tokens": 3968, "output_tokens": 975}, "stderr_preview": "2026-05-04T08:24:52.613081Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:55.067013Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Revenue, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "Revenue", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fa6bf0e1e27d16bf4b237faeabb820d28e69cf5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-d111-7f62-9375-70d22a2c5243"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Revenue\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Uses the required Tail Target-Rate Extremes template with group_col bound to Revenue and target_col bound to VisitorType. Identifiers are double-quoted and the target value is compared as a string literal.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22983,"cached_input_tokens":21888,"output_tokens":152}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67cd8fcfae70018c3d7fadecf867982b5d33c901 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Revenue\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Revenue\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Uses the required Tail Target-Rate Extremes template with group_col bound to Revenue and target_col bound to VisitorType. Identifiers are double-quoted and the target value is compared as a string literal."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b6c479f8478638ef1549fe612527deddb4dda50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:15.454554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:56:17.880651Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:25.649692Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..16bc0bc60193285314a5aee147ce31a2dd9f8ca1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Revenue, target_col=VisitorType. +Result preview: [{"Revenue": "FALSE", "support": 10422, "focus_rate": 0.8713298791018999}, {"Revenue": "TRUE", "support": 1908, "focus_rate": 0.7704402515723271}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c12931336ea056c40dbca80709b98b450747073 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_ac4574d2f1bc5f89 +-- problem_id: v2p_m6_1b3ec8b1601337fb +-- realization_mode: agent +-- source_kind: agent +SELECT + "Revenue", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Revenue" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad9fc97048deb229609136fe60db98f3f40ffcc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Revenue\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Revenue\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Revenue\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\", \"columns\": [\"Revenue\", \"support\", \"focus_rate\"], \"rows\": [{\"Revenue\": \"FALSE\", \"support\": 10422, \"focus_rate\": 0.8713298791018999}, {\"Revenue\": \"TRUE\", \"support\": 1908, \"focus_rate\": 0.7704402515723271}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..41b13ad948d0e7fba96fa903d54a1859683477f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:56:15.200823+00:00", + "ended_at": "2026-05-04T08:56:26.681381+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_ac4574d2f1bc5f89", + "problem_id": "v2p_m6_1b3ec8b1601337fb", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Revenue, target_col=VisitorType.", + "bindings": { + "group_col": "Revenue", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_ac4574d2f1bc5f89.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ac4574d2f1bc5f89", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 152, + "total_tokens": 23135, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 136, + "estimated_total_tokens": 3030, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11441.35, + "sql_execution_elapsed_ms_total": 8.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ac4574d2f1bc5f89\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9526c7eb76d714a143626d0a0f2f038cbc0c99af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:26.661809+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11441.35, "started_at": "2026-05-04T08:56:15.204843+00:00", "ended_at": "2026-05-04T08:56:26.646649+00:00", "prompt_metrics": {"chars": 10754, "bytes_utf8": 10754, "lines": 313, "estimated_tokens": 2894}, "response_metrics": {"chars": 523, "bytes_utf8": 523, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 152}, "stderr_preview": "2026-05-04T08:56:15.454554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:56:17.880651Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Uses the required Tail Target-Rate Extremes template with group_col bound to Revenue and target_col bound to VisitorType. Identifiers are double-quoted and the target value is compared as a string literal.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1ba6f16ff488664962a39e068f28706959d30ecc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ac4574d2f1bc5f89/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ac4574d2f1bc5f89", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 152, + "total_tokens": 23135, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 136, + "estimated_total_tokens": 3030, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11441.35, + "sql_execution_elapsed_ms_total": 8.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ac4574d2f1bc5f89\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d67d29a2859c8403a443710e444968982407c952 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10592, "bytes_utf8": 10592, "lines": 312, "estimated_tokens": 2815}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 958, "bytes_utf8": 958, "lines": 1, "estimated_tokens": 252}, "usage": {"input_tokens": 22906, "cached_input_tokens": 3968, "output_tokens": 774}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d47770aac3971eb1d7f149e6ddded1f7e025c0ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ad2cebbe86760812", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 3968, + "output_tokens": 774, + "total_tokens": 23680, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 252, + "estimated_total_tokens": 3067, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22491.43, + "sql_execution_elapsed_ms_total": 44.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ad2cebbe86760812\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..654b8b1b58fc0c0b6ddb285d8b11143bb31d0e6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:52:13.087863+00:00", + "ended_at": "2026-05-04T08:52:35.579625+00:00", + "elapsed_ms": 22491.43, + "prompt_metrics": { + "chars": 10592, + "bytes_utf8": 10592, + "lines": 312, + "estimated_tokens": 2815 + }, + "stdout_metrics": { + "chars": 1367, + "bytes_utf8": 1367, + "lines": 4, + "estimated_tokens": 412 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13159 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 958, + "bytes_utf8": 958, + "lines": 1, + "estimated_tokens": 252 + }, + "usage": { + "input_tokens": 22906, + "cached_input_tokens": 3968, + "output_tokens": 774 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a961ebd0d57fa3d4354099b9a9ed39758e531741 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=SpecialDay, measure_col=Administrative.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Administrative", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..37dee127a9c8af737af4d462439e52926f4fbae7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-1f2a-7a21-8d1c-3cb874f80736"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\" AS \\\"SpecialDay\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ORDER BY CAST(\\\"Administrative\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" IS NOT NULL\\n AND \\\"Administrative\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"SpecialDay\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ordered\\\"\\nWHERE \\\"rn\\\" >= CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INT)\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank implementation of the 95th percentile within each \\\"SpecialDay\\\" group. \\\"Administrative\\\" is cast to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22906,"cached_input_tokens":3968,"output_tokens":774}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3aad748f4f0782115167a85cb9e415cd693d8256 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"SpecialDay\" AS \"SpecialDay\",\n CAST(\"Administrative\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"SpecialDay\"\n ORDER BY CAST(\"Administrative\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"SpecialDay\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"SpecialDay\" IS NOT NULL\n AND \"Administrative\" IS NOT NULL\n)\nSELECT\n \"SpecialDay\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"ordered\"\nWHERE \"rn\" >= CAST(((95 * \"cnt\") + 99) / 100 AS INT)\nGROUP BY \"SpecialDay\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank implementation of the 95th percentile within each \"SpecialDay\" group. \"Administrative\" is cast to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6738d6e55e16b20f29cd18ef8aeeb08452171603 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:13.289191Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:52:15.693150Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:34.863048Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3c085d4d4f96e75839ed7d60e1c3edb0cad309c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=SpecialDay, measure_col=Administrative. +Result preview: [{"SpecialDay": "1", "percentile_measure": 9.0}, {"SpecialDay": "0", "percentile_measure": 9.0}, {"SpecialDay": "0.2", "percentile_measure": 8.0}, {"SpecialDay": "0.4", "percentile_measure": 7.0}, {"SpecialDay": "0.8", "percentile_measure": 6.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf875e1860aeca6883597f053246746b146ed72f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_ad2cebbe86760812 +-- problem_id: v2p_m6_aee7596a4499ebcf +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "SpecialDay" AS "SpecialDay", + CAST("Administrative" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "SpecialDay" + ORDER BY CAST("Administrative" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "SpecialDay" + ) AS "cnt" + FROM "m6" + WHERE "SpecialDay" IS NOT NULL + AND "Administrative" IS NOT NULL +) +SELECT + "SpecialDay", + MIN("measure_value") AS "percentile_measure" +FROM "ordered" +WHERE "rn" >= CAST(((95 * "cnt") + 99) / 100 AS INT) +GROUP BY "SpecialDay" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d1794a88635cedd7d5d88117a8903cb158181ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"SpecialDay\" AS \"SpecialDay\",\n CAST(\"Administrative\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"SpecialDay\"\n ORDER BY CAST(\"Administrative\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"SpecialDay\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"SpecialDay\" IS NOT NULL\n AND \"Administrative\" IS NOT NULL\n)\nSELECT\n \"SpecialDay\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"ordered\"\nWHERE \"rn\" >= CAST(((95 * \"cnt\") + 99) / 100 AS INT)\nGROUP BY \"SpecialDay\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\" AS \\\"SpecialDay\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ORDER BY CAST(\\\"Administrative\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" IS NOT NULL\\n AND \\\"Administrative\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"SpecialDay\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ordered\\\"\\nWHERE \\\"rn\\\" >= CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INT)\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"SpecialDay\", \"percentile_measure\"], \"rows\": [{\"SpecialDay\": \"1\", \"percentile_measure\": 9.0}, {\"SpecialDay\": \"0\", \"percentile_measure\": 9.0}, {\"SpecialDay\": \"0.2\", \"percentile_measure\": 8.0}, {\"SpecialDay\": \"0.4\", \"percentile_measure\": 7.0}, {\"SpecialDay\": \"0.8\", \"percentile_measure\": 6.0}, {\"SpecialDay\": \"0.6\", \"percentile_measure\": 6.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 44.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b46c8f9cb8a878a8ca8ebfa0ebc9bfeafbf7afcc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:52:13.084410+00:00", + "ended_at": "2026-05-04T08:52:35.649152+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_ad2cebbe86760812", + "problem_id": "v2p_m6_aee7596a4499ebcf", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=SpecialDay, measure_col=Administrative.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Administrative", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_ad2cebbe86760812.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ad2cebbe86760812", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 3968, + "output_tokens": 774, + "total_tokens": 23680, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 252, + "estimated_total_tokens": 3067, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22491.43, + "sql_execution_elapsed_ms_total": 44.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ad2cebbe86760812\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86eb22a6caa2e903925ef706f1846f59285361a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:35.594649+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22491.43, "started_at": "2026-05-04T08:52:13.087863+00:00", "ended_at": "2026-05-04T08:52:35.579625+00:00", "prompt_metrics": {"chars": 10592, "bytes_utf8": 10592, "lines": 312, "estimated_tokens": 2815}, "response_metrics": {"chars": 958, "bytes_utf8": 958, "lines": 1, "estimated_tokens": 252}, "usage": {"input_tokens": 22906, "cached_input_tokens": 3968, "output_tokens": 774}, "stderr_preview": "2026-05-04T08:52:13.289191Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:52:15.693150Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INT)\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank implementation of the 95th percentile within each \\\"SpecialDay\\\" group. \\\"Administrative\\\" is cast to REAL because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f0f8799f694f6d4665621fa73fb199f44d1c3dda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad2cebbe86760812/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ad2cebbe86760812", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 3968, + "output_tokens": 774, + "total_tokens": 23680, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 252, + "estimated_total_tokens": 3067, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22491.43, + "sql_execution_elapsed_ms_total": 44.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ad2cebbe86760812\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c67f9fbeb781745c7586341db1033dd8b4d3f53d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10675, "bytes_utf8": 10675, "lines": 315, "estimated_tokens": 2839}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22930, "cached_input_tokens": 22400, "output_tokens": 145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a651e4d2bb74a57fa77a43333f2143af71fc46a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ad380fa5ff4087f6", + "api_calls": 0, + "input_tokens": 22930, + "cached_input_tokens": 22400, + "output_tokens": 145, + "total_tokens": 23075, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2839, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2952, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12786.94, + "sql_execution_elapsed_ms_total": 8.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ad380fa5ff4087f6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5e84c85f791e32dd737e0ff2b15602e4d50de73a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:30:59.878619+00:00", + "ended_at": "2026-05-04T08:31:12.665637+00:00", + "elapsed_ms": 12786.94, + "prompt_metrics": { + "chars": 10675, + "bytes_utf8": 10675, + "lines": 315, + "estimated_tokens": 2839 + }, + "stdout_metrics": { + "chars": 830, + "bytes_utf8": 830, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13189 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 505, + "bytes_utf8": 505, + "lines": 1, + "estimated_tokens": 113 + }, + "usage": { + "input_tokens": 22930, + "cached_input_tokens": 22400, + "output_tokens": 145 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7670a1ecba1cc9e808e005b98c68cabea134f227 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Administrative, condition_col=OperatingSystems.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Administrative", + "condition_col": "OperatingSystems", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aab064d39ad709f9bd7a29f574cb262e654f5911 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-b1ce-7343-8d1f-d2d08020d81b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Administrative\\\",\\n AVG(CASE WHEN \\\"OperatingSystems\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col bound to \\\"Administrative\\\" and condition_col bound to \\\"OperatingSystems\\\" using condition_value '2'. Kept to a single-table SQLite SELECT and quoted all identifiers with double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22930,"cached_input_tokens":22400,"output_tokens":145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..402183dbe124de722dc8cf1a0cf07b0ca5637b95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Administrative\",\n AVG(CASE WHEN \"OperatingSystems\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Administrative\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col bound to \"Administrative\" and condition_col bound to \"OperatingSystems\" using condition_value '2'. Kept to a single-table SQLite SELECT and quoted all identifiers with double quotes."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dad6348dd1d38297d6c00226173bfa785db12a77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:00.117650Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:02.551167Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:11.681501Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2a232b4374d630823bc7d47c98e13306d7f8bff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Administrative, condition_col=OperatingSystems. +Result preview: [{"Administrative": "27", "condition_rate": 1.0}, {"Administrative": "24", "condition_rate": 1.0}, {"Administrative": "19", "condition_rate": 0.8333333333333334}, {"Administrative": "22", "condition_rate": 0.75}, {"Administrative": "18", "condition_rate": 0.75}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..55947968061fc5c5163df330bba6da6b4f27b23e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_ad380fa5ff4087f6 +-- problem_id: v2p_m6_673d3c77f0612a9f +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", + AVG(CASE WHEN "OperatingSystems" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Administrative" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6e40c2c7cd1880872a13973b0f239c74c607a2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Administrative\",\n AVG(CASE WHEN \"OperatingSystems\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Administrative\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Administrative\\\",\\n AVG(CASE WHEN \\\"OperatingSystems\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Administrative\", \"condition_rate\"], \"rows\": [{\"Administrative\": \"27\", \"condition_rate\": 1.0}, {\"Administrative\": \"24\", \"condition_rate\": 1.0}, {\"Administrative\": \"19\", \"condition_rate\": 0.8333333333333334}, {\"Administrative\": \"22\", \"condition_rate\": 0.75}, {\"Administrative\": \"18\", \"condition_rate\": 0.75}, {\"Administrative\": \"23\", \"condition_rate\": 0.6666666666666666}, {\"Administrative\": \"13\", \"condition_rate\": 0.625}, {\"Administrative\": \"11\", \"condition_rate\": 0.6}, {\"Administrative\": \"10\", \"condition_rate\": 0.5882352941176471}, {\"Administrative\": \"7\", \"condition_rate\": 0.5591715976331361}, {\"Administrative\": \"2\", \"condition_rate\": 0.5484739676840216}, {\"Administrative\": \"6\", \"condition_rate\": 0.5462962962962963}, {\"Administrative\": \"1\", \"condition_rate\": 0.5443131462333826}, {\"Administrative\": \"5\", \"condition_rate\": 0.542608695652174}, {\"Administrative\": \"8\", \"condition_rate\": 0.5365853658536586}, {\"Administrative\": \"3\", \"condition_rate\": 0.5344262295081967}, {\"Administrative\": \"0\", \"condition_rate\": 0.5272191400832178}, {\"Administrative\": \"15\", \"condition_rate\": 0.5263157894736842}, {\"Administrative\": \"9\", \"condition_rate\": 0.5244444444444445}, {\"Administrative\": \"4\", \"condition_rate\": 0.5176470588235295}, {\"Administrative\": \"12\", \"condition_rate\": 0.5116279069767442}, {\"Administrative\": \"21\", \"condition_rate\": 0.5}, {\"Administrative\": \"20\", \"condition_rate\": 0.5}, {\"Administrative\": \"17\", \"condition_rate\": 0.5}, {\"Administrative\": \"16\", \"condition_rate\": 0.5}, {\"Administrative\": \"14\", \"condition_rate\": 0.45454545454545453}, {\"Administrative\": \"26\", \"condition_rate\": 0.0}], \"row_count_returned\": 27, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..04707e0497d451dd385887162d3a79d524e20afe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:30:59.874765+00:00", + "ended_at": "2026-05-04T08:31:12.700135+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_ad380fa5ff4087f6", + "problem_id": "v2p_m6_673d3c77f0612a9f", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Administrative, condition_col=OperatingSystems.", + "bindings": { + "group_col": "Administrative", + "condition_col": "OperatingSystems", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_ad380fa5ff4087f6.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ad380fa5ff4087f6", + "api_calls": 0, + "input_tokens": 22930, + "cached_input_tokens": 22400, + "output_tokens": 145, + "total_tokens": 23075, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2839, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2952, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12786.94, + "sql_execution_elapsed_ms_total": 8.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ad380fa5ff4087f6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7d6324c5351936e649cc774b5c0d61aed2dc1d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ad380fa5ff4087f6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:31:12.683243+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12786.94, "started_at": "2026-05-04T08:30:59.878619+00:00", "ended_at": "2026-05-04T08:31:12.665637+00:00", "prompt_metrics": {"chars": 10675, "bytes_utf8": 10675, "lines": 315, "estimated_tokens": 2839}, "response_metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22930, "cached_input_tokens": 22400, "output_tokens": 145}, "stderr_preview": "2026-05-04T08:31:00.117650Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:02.551167Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=SpecialDay, measure_col=ProductRelated.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "ProductRelated", + "predicate_col": "Month", + "predicate_op": "=", + "predicate_value": "Aug", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..646a1aebb63778fc0c561c5d91f6726eb9bb47cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-4918-7b82-8628-914d64597db7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"SpecialDay\\\", SUM(CAST(\\\"ProductRelated\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE \\\"Month\\\" = 'Aug'\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with bound roles: group_col=\\\"SpecialDay\\\", measure_col=\\\"ProductRelated\\\", predicate_col=\\\"Month\\\". CAST to REAL is added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22945,"cached_input_tokens":22400,"output_tokens":136}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11b4ea8dbc5950d777389a01159d42aa6d9e0ba2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"SpecialDay\", SUM(CAST(\"ProductRelated\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE \"Month\" = 'Aug'\nGROUP BY \"SpecialDay\"\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the provided Top-k Group Sum with Filter template with bound roles: group_col=\"SpecialDay\", measure_col=\"ProductRelated\", predicate_col=\"Month\". CAST to REAL is added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c8450e0207483b682bb466a6328c09f5313c6e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:49.011529Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:51.443247Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:00.626076Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab5a62848bfae25734a6cd99539a10c94981046f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=SpecialDay, measure_col=ProductRelated. +Result preview: [{"SpecialDay": "0", "total_measure": 16566.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1228c62865c2f178f799d4db5541014a6f7cd40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_b02c7ee03a2f0ae8 +-- problem_id: v2p_m6_11c5ad9c68931bc6 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", SUM(CAST("ProductRelated" AS REAL)) AS total_measure +FROM "m6" +WHERE "Month" = 'Aug' +GROUP BY "SpecialDay" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06e8a03ce5b729b098ce24e274f7100010dd6c5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"SpecialDay\", SUM(CAST(\"ProductRelated\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE \"Month\" = 'Aug'\nGROUP BY \"SpecialDay\"\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"SpecialDay\\\", SUM(CAST(\\\"ProductRelated\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE \\\"Month\\\" = 'Aug'\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"SpecialDay\", \"total_measure\"], \"rows\": [{\"SpecialDay\": \"0\", \"total_measure\": 16566.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.94}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89808ba8eb53e01373ae35020ec2f0e21c494e7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:21:48.819889+00:00", + "ended_at": "2026-05-04T08:22:01.638143+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b02c7ee03a2f0ae8", + "problem_id": "v2p_m6_11c5ad9c68931bc6", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=SpecialDay, measure_col=ProductRelated.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "ProductRelated", + "predicate_col": "Month", + "predicate_op": "=", + "predicate_value": "Aug", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=11", + "sql_variant_index=1/2", + "binding_index=46" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_b02c7ee03a2f0ae8.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b02c7ee03a2f0ae8", + "api_calls": 0, + "input_tokens": 22945, + "cached_input_tokens": 22400, + "output_tokens": 136, + "total_tokens": 23081, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2856, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2976, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12782.47, + "sql_execution_elapsed_ms_total": 3.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_b02c7ee03a2f0ae8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed4a2d0ba568097294a2870811987b8f28e2ca60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b02c7ee03a2f0ae8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:01.624444+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12782.47, "started_at": "2026-05-04T08:21:48.825022+00:00", "ended_at": "2026-05-04T08:22:01.607714+00:00", "prompt_metrics": {"chars": 10691, "bytes_utf8": 10691, "lines": 316, "estimated_tokens": 2856}, "response_metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22945, "cached_input_tokens": 22400, "output_tokens": 136}, "stderr_preview": "2026-05-04T08:21:49.011529Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:51.443247Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Administrative.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Administrative", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b252ee3bc0a478f104708064e7d1b1e91e718be3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-f0c1-7411-9dde-dd55c9900396"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Administrative\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided grouped count template with group_col bound to \\\"Administrative\\\". Identifier quoting is SQLite-compatible and limited to the single provided table.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22841,"cached_input_tokens":19840,"output_tokens":89}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bb8e556c140f73d1c581441ead719bdfa43d0dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Administrative\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Administrative\"\nORDER BY row_count DESC;","notes":"Used the provided grouped count template with group_col bound to \"Administrative\". Identifier quoting is SQLite-compatible and limited to the single provided table."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..949717fc8de46bb458d31d728fecb791763236a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:19.984473Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:22.401057Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:30.739132Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8d5a2acf9430a9aa1206a9b9ab8a8aa1e5de10b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Administrative. +Result preview: [{"Administrative": "0", "row_count": 5768}, {"Administrative": "1", "row_count": 1354}, {"Administrative": "2", "row_count": 1114}, {"Administrative": "3", "row_count": 915}, {"Administrative": "4", "row_count": 765}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b8b1c40fd5c9c174afdf8a6dd845fce06c3e687 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_b0c9bb83175dcf10 +-- problem_id: v2p_m6_da40372a99968b08 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Administrative" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cde4e0734f5eeaf97847bdcd59927b57b8940cad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"Administrative\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Administrative\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Administrative\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Administrative\", \"row_count\"], \"rows\": [{\"Administrative\": \"0\", \"row_count\": 5768}, {\"Administrative\": \"1\", \"row_count\": 1354}, {\"Administrative\": \"2\", \"row_count\": 1114}, {\"Administrative\": \"3\", \"row_count\": 915}, {\"Administrative\": \"4\", \"row_count\": 765}, {\"Administrative\": \"5\", \"row_count\": 575}, {\"Administrative\": \"6\", \"row_count\": 432}, {\"Administrative\": \"7\", \"row_count\": 338}, {\"Administrative\": \"8\", \"row_count\": 287}, {\"Administrative\": \"9\", \"row_count\": 225}, {\"Administrative\": \"10\", \"row_count\": 153}, {\"Administrative\": \"11\", \"row_count\": 105}, {\"Administrative\": \"12\", \"row_count\": 86}, {\"Administrative\": \"13\", \"row_count\": 56}, {\"Administrative\": \"14\", \"row_count\": 44}, {\"Administrative\": \"15\", \"row_count\": 38}, {\"Administrative\": \"16\", \"row_count\": 24}, {\"Administrative\": \"17\", \"row_count\": 16}, {\"Administrative\": \"18\", \"row_count\": 12}, {\"Administrative\": \"19\", \"row_count\": 6}, {\"Administrative\": \"24\", \"row_count\": 4}, {\"Administrative\": \"22\", \"row_count\": 4}, {\"Administrative\": \"23\", \"row_count\": 3}, {\"Administrative\": \"21\", \"row_count\": 2}, {\"Administrative\": \"20\", \"row_count\": 2}, {\"Administrative\": \"27\", \"row_count\": 1}, {\"Administrative\": \"26\", \"row_count\": 1}], \"row_count_returned\": 27, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.53}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..781d003c81901dd71c07464fd880bda9e173c872 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:08:19.780125+00:00", + "ended_at": "2026-05-04T08:08:31.977787+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b0c9bb83175dcf10", + "problem_id": "v2p_m6_da40372a99968b08", + "dataset_id": "m6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Administrative.", + "bindings": { + "group_col": "Administrative", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_b0c9bb83175dcf10.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b0c9bb83175dcf10", + "api_calls": 0, + "input_tokens": 22841, + "cached_input_tokens": 19840, + "output_tokens": 89, + "total_tokens": 22930, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2750, + "estimated_output_tokens": 73, + "estimated_total_tokens": 2823, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11840.08, + "sql_execution_elapsed_ms_total": 5.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_b0c9bb83175dcf10\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45db22d8c564827b006255a09b5c8a581d518f84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b0c9bb83175dcf10/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:31.965152+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11840.08, "started_at": "2026-05-04T08:08:19.786728+00:00", "ended_at": "2026-05-04T08:08:31.627238+00:00", "prompt_metrics": {"chars": 10319, "bytes_utf8": 10319, "lines": 310, "estimated_tokens": 2750}, "response_metrics": {"chars": 347, "bytes_utf8": 347, "lines": 1, "estimated_tokens": 73}, "usage": {"input_tokens": 22841, "cached_input_tokens": 19840, "output_tokens": 89}, "stderr_preview": "2026-05-04T08:08:19.984473Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:22.401057Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=TrafficType, condition_col=VisitorType.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "TrafficType", + "condition_col": "VisitorType", + "condition_value": "New_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..719a1c2fa58d862cb6cb3c37153fef9f603cba2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-6290-7fb2-b312-e8143467a5e6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"TrafficType\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"TrafficType\\\" and condition_col=\\\"VisitorType\\\", using condition_value='New_Visitor'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22938,"cached_input_tokens":21888,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..251e7a2ad052333738b127229553c44c26a5ca16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"TrafficType\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"TrafficType\" and condition_col=\"VisitorType\", using condition_value='New_Visitor'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37d35303407c3b6cda1ac8b7ae811e449030c2aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:34.302329Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:36.630939Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:45.506069Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8113d166e366bea405b7b3072ef43c8e2b904d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=TrafficType, condition_col=VisitorType. +Result preview: [{"TrafficType": "5", "condition_rate": 0.573076923076923}, {"TrafficType": "8", "condition_rate": 0.5102040816326531}, {"TrafficType": "16", "condition_rate": 0.3333333333333333}, {"TrafficType": "2", "condition_rate": 0.23920265780730898}, {"TrafficType": "9", "condition_rate": 0.21428571428571427}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a660b153bb5c66e3f8d2c0312cb665638c80498c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_b55f8f407248322e +-- problem_id: v2p_m6_761e5c94caf74cb6 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "TrafficType" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be6e28d314b74519e5f07da0edb0d4afa5145a18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"TrafficType\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"TrafficType\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"TrafficType\", \"condition_rate\"], \"rows\": [{\"TrafficType\": \"5\", \"condition_rate\": 0.573076923076923}, {\"TrafficType\": \"8\", \"condition_rate\": 0.5102040816326531}, {\"TrafficType\": \"16\", \"condition_rate\": 0.3333333333333333}, {\"TrafficType\": \"2\", \"condition_rate\": 0.23920265780730898}, {\"TrafficType\": \"9\", \"condition_rate\": 0.21428571428571427}, {\"TrafficType\": \"11\", \"condition_rate\": 0.20647773279352227}, {\"TrafficType\": \"7\", \"condition_rate\": 0.125}, {\"TrafficType\": \"18\", \"condition_rate\": 0.1}, {\"TrafficType\": \"6\", \"condition_rate\": 0.0945945945945946}, {\"TrafficType\": \"4\", \"condition_rate\": 0.09260991580916744}, {\"TrafficType\": \"20\", \"condition_rate\": 0.08585858585858586}, {\"TrafficType\": \"14\", \"condition_rate\": 0.07692307692307693}, {\"TrafficType\": \"3\", \"condition_rate\": 0.0682261208576998}, {\"TrafficType\": \"19\", \"condition_rate\": 0.058823529411764705}, {\"TrafficType\": \"15\", \"condition_rate\": 0.05263157894736842}, {\"TrafficType\": \"10\", \"condition_rate\": 0.04888888888888889}, {\"TrafficType\": \"1\", \"condition_rate\": 0.015095879232966136}, {\"TrafficType\": \"13\", \"condition_rate\": 0.008130081300813009}, {\"TrafficType\": \"17\", \"condition_rate\": 0.0}, {\"TrafficType\": \"12\", \"condition_rate\": 0.0}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.55}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..93a4fce0a89368580917ca2039af84a8c71cc7cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:29:34.073326+00:00", + "ended_at": "2026-05-04T08:29:46.384396+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b55f8f407248322e", + "problem_id": "v2p_m6_761e5c94caf74cb6", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=TrafficType, condition_col=VisitorType.", + "bindings": { + "group_col": "TrafficType", + "condition_col": "VisitorType", + "condition_value": "New_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_b55f8f407248322e.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b55f8f407248322e", + "api_calls": 0, + "input_tokens": 22938, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 23067, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2847, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2960, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12268.22, + "sql_execution_elapsed_ms_total": 9.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_b55f8f407248322e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d35ca3629c2991e6c3f243d147d5a08ce07b6967 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b55f8f407248322e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:46.362366+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12268.22, "started_at": "2026-05-04T08:29:34.077302+00:00", "ended_at": "2026-05-04T08:29:46.345473+00:00", "prompt_metrics": {"chars": 10697, "bytes_utf8": 10697, "lines": 315, "estimated_tokens": 2847}, "response_metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22938, "cached_input_tokens": 21888, "output_tokens": 129}, "stderr_preview": "2026-05-04T08:29:34.302329Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:36.630939Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Weekend, measure_col=Informational.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Weekend", + "measure_col": "Informational", + "item_col": "ExitRates", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..55913cdb4943449a5b310cb0f5f793257c28698f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-fc11-7cf3-9514-789c4d5d50a5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Weekend\\\", \\\"ExitRates\\\",\\n SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Informational\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Informational\\\" AS REAL))) OVER (PARTITION BY \\\"Weekend\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\", \\\"ExitRates\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the required Within-Group Share of Total template with group_col=\\\"Weekend\\\", item_col=\\\"ExitRates\\\", and measure_col=\\\"Informational\\\". Cast \\\"Informational\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22986,"cached_input_tokens":19840,"output_tokens":209}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d305776f92db545ffd13b4b2a0e980f2d7abff30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Weekend\", \"ExitRates\",\n SUM(CAST(\"Informational\" AS REAL)) AS total_measure,\n SUM(CAST(\"Informational\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Informational\" AS REAL))) OVER (PARTITION BY \"Weekend\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Weekend\", \"ExitRates\"\nORDER BY share_within_group DESC;","notes":"Applied the required Within-Group Share of Total template with group_col=\"Weekend\", item_col=\"ExitRates\", and measure_col=\"Informational\". Cast \"Informational\" to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..643360d79afb42b62488d21ef1d0c2c8257552f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:38:57.882232Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:39:00.292864Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:39:10.563901Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c343645f54937b499f420bd9a6e5192c5c7d2b37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Weekend, measure_col=Informational. +Result preview: [{"Weekend": "TRUE", "ExitRates": "0.015431438", "total_measure": 24.0, "share_within_group": 1.4277215942891137}, {"Weekend": "TRUE", "ExitRates": "0.016666667", "total_measure": 19.0, "share_within_group": 1.1302795954788816}, {"Weekend": "TRUE", "ExitRates": "0.009959744", "total_measure": 14.0, "share_within_group": 0.8328375966686496}, {"Weekend": "FALSE", "ExitRates": "0.033333333", "total_measure": 35.0, "share_within_group": 0.7729681978798587}, {"Weekend": "FALSE", "ExitRates": "0.016666667", "total_measure": 34.0, "share_within_group": 0.7508833922261484}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff3fd96e8eac199a832384a8d14092af36280093 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_b57fa8c90ee8606d +-- problem_id: v2p_m6_05b3716566185b10 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", "ExitRates", + SUM(CAST("Informational" AS REAL)) AS total_measure, + SUM(CAST("Informational" AS REAL)) * 100.0 / SUM(SUM(CAST("Informational" AS REAL))) OVER (PARTITION BY "Weekend") AS share_within_group +FROM "m6" +GROUP BY "Weekend", "ExitRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1819266ebb29c1b5b89ed286e14bf80d497d6bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Weekend\", \"ExitRates\",\n SUM(CAST(\"Informational\" AS REAL)) AS total_measure,\n SUM(CAST(\"Informational\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Informational\" AS REAL))) OVER (PARTITION BY \"Weekend\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Weekend\", \"ExitRates\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Weekend\\\", \\\"ExitRates\\\",\\n SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Informational\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Informational\\\" AS REAL))) OVER (PARTITION BY \\\"Weekend\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\", \\\"ExitRates\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Weekend\", \"ExitRates\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Weekend\": \"TRUE\", \"ExitRates\": \"0.015431438\", \"total_measure\": 24.0, \"share_within_group\": 1.4277215942891137}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.016666667\", \"total_measure\": 19.0, \"share_within_group\": 1.1302795954788816}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.009959744\", \"total_measure\": 14.0, \"share_within_group\": 0.8328375966686496}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.033333333\", \"total_measure\": 35.0, \"share_within_group\": 0.7729681978798587}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.016666667\", \"total_measure\": 34.0, \"share_within_group\": 0.7508833922261484}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.014926307\", \"total_measure\": 12.0, \"share_within_group\": 0.7138607971445569}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.023038462\", \"total_measure\": 12.0, \"share_within_group\": 0.7138607971445569}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.033262108\", \"total_measure\": 12.0, \"share_within_group\": 0.7138607971445569}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.018181818\", \"total_measure\": 29.0, \"share_within_group\": 0.6404593639575972}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.02\", \"total_measure\": 29.0, \"share_within_group\": 0.6404593639575972}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.0125\", \"total_measure\": 27.0, \"share_within_group\": 0.5962897526501767}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.009090909\", \"total_measure\": 10.0, \"share_within_group\": 0.594883997620464}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.0125\", \"total_measure\": 10.0, \"share_within_group\": 0.594883997620464}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.015384615\", \"total_measure\": 26.0, \"share_within_group\": 0.5742049469964664}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.011841507\", \"total_measure\": 9.0, \"share_within_group\": 0.5353955978584176}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.012179841\", \"total_measure\": 9.0, \"share_within_group\": 0.5353955978584176}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.022135148\", \"total_measure\": 9.0, \"share_within_group\": 0.5353955978584176}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.024303938\", \"total_measure\": 9.0, \"share_within_group\": 0.5353955978584176}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.025\", \"total_measure\": 9.0, \"share_within_group\": 0.5353955978584176}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.033333333\", \"total_measure\": 9.0, \"share_within_group\": 0.5353955978584176}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.050212934\", \"total_measure\": 9.0, \"share_within_group\": 0.5353955978584176}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.025\", \"total_measure\": 22.0, \"share_within_group\": 0.48586572438162545}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.001799477\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.009848144\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.01\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.01127957\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.011458333\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.015531015\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.027247449\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.031113658\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.0375\", \"total_measure\": 8.0, \"share_within_group\": 0.4759071980963712}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.022222222\", \"total_measure\": 20.0, \"share_within_group\": 0.4416961130742049}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.05\", \"total_measure\": 20.0, \"share_within_group\": 0.4416961130742049}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.004761905\", \"total_measure\": 19.0, \"share_within_group\": 0.4196113074204947}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.006666667\", \"total_measure\": 19.0, \"share_within_group\": 0.4196113074204947}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.009090909\", \"total_measure\": 19.0, \"share_within_group\": 0.4196113074204947}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.007674419\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.007866316\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.00952381\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.011111111\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.013700977\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.014285714\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.015733333\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.016769542\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.031932773\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.035377102\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.036927442\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.040415616\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"TRUE\", \"ExitRates\": \"0.05\", \"total_measure\": 7.0, \"share_within_group\": 0.4164187983343248}, {\"Weekend\": \"FALSE\", \"ExitRates\": \"0.008333333\", \"total_measure\": 18.0, \"share_within_group\": 0.39752650176678445}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 47.92}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ddd73f613ced8c33f8d0008937e00af944f7b2c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:38:57.662555+00:00", + "ended_at": "2026-05-04T08:39:11.486332+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b57fa8c90ee8606d", + "problem_id": "v2p_m6_05b3716566185b10", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Weekend, measure_col=Informational.", + "bindings": { + "group_col": "Weekend", + "measure_col": "Informational", + "item_col": "ExitRates", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_b57fa8c90ee8606d.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b57fa8c90ee8606d", + "api_calls": 0, + "input_tokens": 22986, + "cached_input_tokens": 19840, + "output_tokens": 209, + "total_tokens": 23195, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2895, + "estimated_output_tokens": 157, + "estimated_total_tokens": 3052, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13741.68, + "sql_execution_elapsed_ms_total": 47.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_b57fa8c90ee8606d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4784ed1ea1b07b22b6bb4962129c564c055b20e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b57fa8c90ee8606d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:39:11.428055+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13741.68, "started_at": "2026-05-04T08:38:57.667219+00:00", "ended_at": "2026-05-04T08:39:11.408938+00:00", "prompt_metrics": {"chars": 10813, "bytes_utf8": 10813, "lines": 314, "estimated_tokens": 2895}, "response_metrics": {"chars": 617, "bytes_utf8": 617, "lines": 1, "estimated_tokens": 157}, "usage": {"input_tokens": 22986, "cached_input_tokens": 19840, "output_tokens": 209}, "stderr_preview": "2026-05-04T08:38:57.882232Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:39:00.292864Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=VisitorType, measure_col=Informational.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Informational", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff8249bc1b31fe6878e5b0f104f06b2a926399e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-8dd2-7663-8d1e-3b4b3bdb4d33"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"VisitorType\\\", AVG(CAST(\\\"Informational\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"VisitorType\\\" and measure_col bound to \\\"Informational\\\". CAST to REAL is applied because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":21888,"output_tokens":116}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9a8d677d17252da74335c08eb3a8c15d8f9f7a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"VisitorType\", AVG(CAST(\"Informational\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"VisitorType\" and measure_col bound to \"Informational\". CAST to REAL is applied because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58214b28fcfe172e02da8f1703fb4a55dd54b977 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:38.923194Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:41.425870Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:50.518696Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8ad6a8e34bab836fe771db64a56090369e18ce8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=VisitorType, measure_col=Informational. +Result preview: [{"VisitorType": "Returning_Visitor", "avg_measure": 0.5335039332764667}, {"VisitorType": "New_Visitor", "avg_measure": 0.333530106257379}, {"VisitorType": "Other", "avg_measure": 0.17647058823529413}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..96e546ba7e44c04a094a356ad0aabf11bd3e1118 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_b5898724d820e606 +-- problem_id: v2p_m6_5b6815071477950d +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", AVG(CAST("Informational" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "VisitorType" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5509340a0af3df3f21f4137cdf18586cc7bb0b7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"VisitorType\", AVG(CAST(\"Informational\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"VisitorType\\\", AVG(CAST(\\\"Informational\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"VisitorType\", \"avg_measure\"], \"rows\": [{\"VisitorType\": \"Returning_Visitor\", \"avg_measure\": 0.5335039332764667}, {\"VisitorType\": \"New_Visitor\", \"avg_measure\": 0.333530106257379}, {\"VisitorType\": \"Other\", \"avg_measure\": 0.17647058823529413}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.03}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dedd1ec08c5b57892bb89941193ff8b59c4bb9c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:16:38.734186+00:00", + "ended_at": "2026-05-04T08:16:51.256378+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b5898724d820e606", + "problem_id": "v2p_m6_5b6815071477950d", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=VisitorType, measure_col=Informational.", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Informational", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_b5898724d820e606.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b5898724d820e606", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 116, + "total_tokens": 22986, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2879, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12486.32, + "sql_execution_elapsed_ms_total": 8.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_b5898724d820e606\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5335eb4858a7b5c9f1fba28ab71beb6a5cb05809 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5898724d820e606/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:51.241687+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12486.32, "started_at": "2026-05-04T08:16:38.737671+00:00", "ended_at": "2026-05-04T08:16:51.223924+00:00", "prompt_metrics": {"chars": 10422, "bytes_utf8": 10422, "lines": 312, "estimated_tokens": 2779}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22870, "cached_input_tokens": 21888, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:16:38.923194Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:41.425870Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=OperatingSystems.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "Month", + "group_col_2": "OperatingSystems", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fc3834bdfc8dfab4d1707319f064bad00ffc6b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-c08a-7083-a31d-92d6c6d66e6a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"Month\\\",\\n \\\"OperatingSystems\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"OperatingSystems\\\"\\nORDER BY support ASC, \\\"Month\\\", \\\"OperatingSystems\\\"\\nLIMIT 12;\",\"notes\":\"Used the planned Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"Month\\\", group_col_2=\\\"OperatingSystems\\\", and top_k=12. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22944,"cached_input_tokens":4480,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04e195d928122bda2e579e7ea8ae57d02dc2ce2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"Month\",\n \"OperatingSystems\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"Month\", \"OperatingSystems\"\nORDER BY support ASC, \"Month\", \"OperatingSystems\"\nLIMIT 12;","notes":"Used the planned Pairwise Sparse Slice Count template with fixed bindings group_col=\"Month\", group_col_2=\"OperatingSystems\", and top_k=12. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a93f53bd413cab22a5f1d79323c88e7abd28b08f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:44.452753Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:46.913754Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:55.444285Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b8bc863b1c157f5d13a0c08ac665431d2205a60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=OperatingSystems. +Result preview: [{"Month": "Dec", "OperatingSystems": "5", "support": 1}, {"Month": "Jul", "OperatingSystems": "5", "support": 1}, {"Month": "June", "OperatingSystems": "8", "support": 1}, {"Month": "May", "OperatingSystems": "8", "support": 1}, {"Month": "Nov", "OperatingSystems": "7", "support": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..059ad2fa91750763afda1b0e7a24b5ece4f23797 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_b59006990bed950c +-- problem_id: v2p_m6_ef7191d283f4c2c8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Month", + "OperatingSystems", + COUNT(*) AS support +FROM "m6" +GROUP BY "Month", "OperatingSystems" +ORDER BY support ASC, "Month", "OperatingSystems" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..967870f3a1d06d38eae1bd426b62c5fa9a83535c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"Month\",\n \"OperatingSystems\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"Month\", \"OperatingSystems\"\nORDER BY support ASC, \"Month\", \"OperatingSystems\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"Month\\\",\\n \\\"OperatingSystems\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"OperatingSystems\\\"\\nORDER BY support ASC, \\\"Month\\\", \\\"OperatingSystems\\\"\\nLIMIT 12;\", \"columns\": [\"Month\", \"OperatingSystems\", \"support\"], \"rows\": [{\"Month\": \"Dec\", \"OperatingSystems\": \"5\", \"support\": 1}, {\"Month\": \"Jul\", \"OperatingSystems\": \"5\", \"support\": 1}, {\"Month\": \"June\", \"OperatingSystems\": \"8\", \"support\": 1}, {\"Month\": \"May\", \"OperatingSystems\": \"8\", \"support\": 1}, {\"Month\": \"Nov\", \"OperatingSystems\": \"7\", \"support\": 1}, {\"Month\": \"Sep\", \"OperatingSystems\": \"6\", \"support\": 1}, {\"Month\": \"Dec\", \"OperatingSystems\": \"6\", \"support\": 2}, {\"Month\": \"Mar\", \"OperatingSystems\": \"7\", \"support\": 2}, {\"Month\": \"May\", \"OperatingSystems\": \"7\", \"support\": 2}, {\"Month\": \"Nov\", \"OperatingSystems\": \"5\", \"support\": 2}, {\"Month\": \"Oct\", \"OperatingSystems\": \"7\", \"support\": 2}, {\"Month\": \"Sep\", \"OperatingSystems\": \"5\", \"support\": 2}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.7}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..444a9b1824f2bd3d0fe872b234c4398a89b95d79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:02:44.197157+00:00", + "ended_at": "2026-05-04T09:02:56.303241+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b59006990bed950c", + "problem_id": "v2p_m6_ef7191d283f4c2c8", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=OperatingSystems.", + "bindings": { + "group_col": "Month", + "group_col_2": "OperatingSystems", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=137" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_b59006990bed950c.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b59006990bed950c", + "api_calls": 0, + "input_tokens": 22944, + "cached_input_tokens": 4480, + "output_tokens": 129, + "total_tokens": 23073, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2855, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12039.69, + "sql_execution_elapsed_ms_total": 16.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_b59006990bed950c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..765036e574b9dadf082f3161210e3b24dc20afa8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b59006990bed950c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:56.267834+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12039.69, "started_at": "2026-05-04T09:02:44.200628+00:00", "ended_at": "2026-05-04T09:02:56.240394+00:00", "prompt_metrics": {"chars": 10576, "bytes_utf8": 10576, "lines": 312, "estimated_tokens": 2855}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22944, "cached_input_tokens": 4480, "output_tokens": 129}, "stderr_preview": "2026-05-04T09:02:44.452753Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:46.913754Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Weekend, measure_col=Informational_Duration.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Weekend", + "measure_col": "Informational_Duration", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..671a8dceb54fd9c25f89d95673a7dca310f3e0b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-ee62-78f2-af50-e6dc40af5c0f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Weekend\\\", AVG(CAST(\\\"Informational_Duration\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"Weekend\\\" and measure_col=\\\"Informational_Duration\\\". CAST to REAL was added because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22872,"cached_input_tokens":21888,"output_tokens":112}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b38e08bac723a267e4edf34f7f52b14bb111c62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Weekend\", AVG(CAST(\"Informational_Duration\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"Weekend\" and measure_col=\"Informational_Duration\". CAST to REAL was added because the schema stores numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f0fe8fe191cac6feac7242c1f2f7b979c0f7ce9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:03.634182Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:05.927852Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:13.639721Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..908a07c57cc5f8fd90aae462b3f781558761c7cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Weekend, measure_col=Informational_Duration. +Result preview: [{"Weekend": "TRUE", "avg_measure": 40.62784630237587}, {"Weekend": "FALSE", "avg_measure": 32.60663741847505}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d92a177dc7733a04cf99f797eea046a44002452 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_b5cb753f5bc620f2 +-- problem_id: v2p_m6_df19480f650109e9 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", AVG(CAST("Informational_Duration" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Weekend" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f3be63c1481f73a3c12919d6ca1625e08624fea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Weekend\", AVG(CAST(\"Informational_Duration\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Weekend\\\", AVG(CAST(\\\"Informational_Duration\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Weekend\", \"avg_measure\"], \"rows\": [{\"Weekend\": \"TRUE\", \"avg_measure\": 40.62784630237587}, {\"Weekend\": \"FALSE\", \"avg_measure\": 32.60663741847505}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.31}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ecc0d8aeffdcd60f83a3257b668750e101f00580 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:17:03.442815+00:00", + "ended_at": "2026-05-04T08:17:14.599570+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b5cb753f5bc620f2", + "problem_id": "v2p_m6_df19480f650109e9", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Weekend, measure_col=Informational_Duration.", + "bindings": { + "group_col": "Weekend", + "measure_col": "Informational_Duration", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_b5cb753f5bc620f2.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b5cb753f5bc620f2", + "api_calls": 0, + "input_tokens": 22872, + "cached_input_tokens": 21888, + "output_tokens": 112, + "total_tokens": 22984, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2781, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2877, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11119.48, + "sql_execution_elapsed_ms_total": 8.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_b5cb753f5bc620f2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..33743cb31718a9a25b7f4568e2fe52cb7633ea9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5cb753f5bc620f2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:14.583762+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11119.48, "started_at": "2026-05-04T08:17:03.446131+00:00", "ended_at": "2026-05-04T08:17:14.566083+00:00", "prompt_metrics": {"chars": 10433, "bytes_utf8": 10433, "lines": 312, "estimated_tokens": 2781}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22872, "cached_input_tokens": 21888, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:17:03.634182Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:05.927852Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=OperatingSystems, measure_col=PageValues.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "PageValues", + "item_col": "ProductRelated", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..78b822d17c85510e6ffb814258630d2952baa9b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-6f62-76a0-b0e0-4e863f31bcf8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"OperatingSystems\\\", \\\"ProductRelated\\\",\\n SUM(CAST(\\\"PageValues\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"PageValues\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"PageValues\\\" AS REAL))) OVER (PARTITION BY \\\"OperatingSystems\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\", \\\"ProductRelated\\\"\\nORDER BY share_within_group DESC\\nLIMIT 12;\",\"notes\":\"Applied the required Within-Group Share of Total template with group_col=\\\"OperatingSystems\\\", item_col=\\\"ProductRelated\\\", and measure_col=\\\"PageValues\\\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22989,"cached_input_tokens":21888,"output_tokens":299}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5f145e54dcf3c80ff4a55e556c68dca8f5dff8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"OperatingSystems\", \"ProductRelated\",\n SUM(CAST(\"PageValues\" AS REAL)) AS total_measure,\n SUM(CAST(\"PageValues\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"PageValues\" AS REAL))) OVER (PARTITION BY \"OperatingSystems\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"OperatingSystems\", \"ProductRelated\"\nORDER BY share_within_group DESC\nLIMIT 12;","notes":"Applied the required Within-Group Share of Total template with group_col=\"OperatingSystems\", item_col=\"ProductRelated\", and measure_col=\"PageValues\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c6d838ec2f725dcefbd27d880ec502f979eb292 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:41:38.453882Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:40.748960Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:41:52.028470Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7e87f1b9ad8bab3e7b42e43b9ea83e1a61df34c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=OperatingSystems, measure_col=PageValues. +Result preview: [{"OperatingSystems": "5", "ProductRelated": "16", "total_measure": 26.18852293, "share_within_group": 99.99999999999999}, {"OperatingSystems": "6", "ProductRelated": "19", "total_measure": 75.306, "share_within_group": 45.752414949625326}, {"OperatingSystems": "6", "ProductRelated": "26", "total_measure": 45.69873563, "share_within_group": 27.764421363729156}, {"OperatingSystems": "8", "ProductRelated": "44", "total_measure": 360.9533839, "share_within_group": 24.07853934800932}, {"OperatingSystems": "8", "ProductRelated": "28", "total_measure": 226.6777017, "share_within_group": 15.121254442130109}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..88acdea9b8d22cc82c87eb77a8cd80693bd783ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_b5f70f0d9d5dddcf +-- problem_id: v2p_m6_41b2e20152f2640f +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", "ProductRelated", + SUM(CAST("PageValues" AS REAL)) AS total_measure, + SUM(CAST("PageValues" AS REAL)) * 100.0 / SUM(SUM(CAST("PageValues" AS REAL))) OVER (PARTITION BY "OperatingSystems") AS share_within_group +FROM "m6" +GROUP BY "OperatingSystems", "ProductRelated" +ORDER BY share_within_group DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43ab717f0a297bacadca8f9238f9d89188ae7c36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"OperatingSystems\", \"ProductRelated\",\n SUM(CAST(\"PageValues\" AS REAL)) AS total_measure,\n SUM(CAST(\"PageValues\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"PageValues\" AS REAL))) OVER (PARTITION BY \"OperatingSystems\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"OperatingSystems\", \"ProductRelated\"\nORDER BY share_within_group DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"OperatingSystems\\\", \\\"ProductRelated\\\",\\n SUM(CAST(\\\"PageValues\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"PageValues\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"PageValues\\\" AS REAL))) OVER (PARTITION BY \\\"OperatingSystems\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\", \\\"ProductRelated\\\"\\nORDER BY share_within_group DESC\\nLIMIT 12;\", \"columns\": [\"OperatingSystems\", \"ProductRelated\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"OperatingSystems\": \"5\", \"ProductRelated\": \"16\", \"total_measure\": 26.18852293, \"share_within_group\": 99.99999999999999}, {\"OperatingSystems\": \"6\", \"ProductRelated\": \"19\", \"total_measure\": 75.306, \"share_within_group\": 45.752414949625326}, {\"OperatingSystems\": \"6\", \"ProductRelated\": \"26\", \"total_measure\": 45.69873563, \"share_within_group\": 27.764421363729156}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"44\", \"total_measure\": 360.9533839, \"share_within_group\": 24.07853934800932}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"28\", \"total_measure\": 226.6777017, \"share_within_group\": 15.121254442130109}, {\"OperatingSystems\": \"6\", \"ProductRelated\": \"42\", \"total_measure\": 21.26632526, \"share_within_group\": 12.920427824465763}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"15\", \"total_measure\": 151.0476551, \"share_within_group\": 10.076112509191773}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"42\", \"total_measure\": 136.937958, \"share_within_group\": 9.134880449971169}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"32\", \"total_measure\": 120.82670797, \"share_within_group\": 8.060128459557784}, {\"OperatingSystems\": \"4\", \"ProductRelated\": \"62\", \"total_measure\": 304.24223677, \"share_within_group\": 7.809514626340264}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"14\", \"total_measure\": 116.3378652, \"share_within_group\": 7.760685977271993}, {\"OperatingSystems\": \"8\", \"ProductRelated\": \"13\", \"total_measure\": 103.0610827, \"share_within_group\": 6.875016125982336}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.83}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4e5e079378232d50c1056c8007c6027063e9170f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:41:38.269027+00:00", + "ended_at": "2026-05-04T08:41:52.902292+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b5f70f0d9d5dddcf", + "problem_id": "v2p_m6_41b2e20152f2640f", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=OperatingSystems, measure_col=PageValues.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "PageValues", + "item_col": "ProductRelated", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_b5f70f0d9d5dddcf.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b5f70f0d9d5dddcf", + "api_calls": 0, + "input_tokens": 22989, + "cached_input_tokens": 21888, + "output_tokens": 299, + "total_tokens": 23288, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2898, + "estimated_output_tokens": 167, + "estimated_total_tokens": 3065, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14583.25, + "sql_execution_elapsed_ms_total": 19.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_b5f70f0d9d5dddcf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a8e8cdf94a32c51409d10e6a05e29d47d9b6c94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b5f70f0d9d5dddcf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:41:52.873946+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14583.25, "started_at": "2026-05-04T08:41:38.272954+00:00", "ended_at": "2026-05-04T08:41:52.847994+00:00", "prompt_metrics": {"chars": 10833, "bytes_utf8": 10833, "lines": 314, "estimated_tokens": 2898}, "response_metrics": {"chars": 682, "bytes_utf8": 682, "lines": 1, "estimated_tokens": 167}, "usage": {"input_tokens": 22989, "cached_input_tokens": 21888, "output_tokens": 299}, "stderr_preview": "2026-05-04T08:41:38.453882Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:40.748960Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Informational, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "Informational", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..73e2be8303b2bfab52565e69c3bbec4b558a9874 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-df6c-7a92-bef6-bad7a6d13b66"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Informational\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"Informational\\\", target_col=\\\"VisitorType\\\", target_value='Other', min_support=4, and top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22983,"cached_input_tokens":21888,"output_tokens":201}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96c6e15ede75193213d3c872899a79113844c176 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Informational\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Informational\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Applied the provided Tail Target-Rate Extremes template with group_col=\"Informational\", target_col=\"VisitorType\", target_value='Other', min_support=4, and top_k=17."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..98bc56ac152dcfb812865454cd9c7159c8fdd581 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:57:24.655235Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:27.266534Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:36.009902Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0027b2ecd048a878f6dd39b83dbd00c5c2e4ca28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Informational, target_col=VisitorType. +Result preview: [{"Informational": "4", "support": 222, "focus_rate": 0.009009009009009009}, {"Informational": "0", "support": 9699, "focus_rate": 0.008042066192390968}, {"Informational": "1", "support": 1041, "focus_rate": 0.002881844380403458}, {"Informational": "2", "support": 728, "focus_rate": 0.0027472527472527475}, {"Informational": "12", "support": 5, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..03e7cb68bed2c9df4fc1be14848463a1d0ac50ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_b730d69b05dfde9f +-- problem_id: v2p_m6_8e34263815f1c617 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Informational", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Informational" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f79b389266858fa8d83901e30277bfdc6930f07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Informational\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Informational\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Informational\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"Informational\", \"support\", \"focus_rate\"], \"rows\": [{\"Informational\": \"4\", \"support\": 222, \"focus_rate\": 0.009009009009009009}, {\"Informational\": \"0\", \"support\": 9699, \"focus_rate\": 0.008042066192390968}, {\"Informational\": \"1\", \"support\": 1041, \"focus_rate\": 0.002881844380403458}, {\"Informational\": \"2\", \"support\": 728, \"focus_rate\": 0.0027472527472527475}, {\"Informational\": \"12\", \"support\": 5, \"focus_rate\": 0.0}, {\"Informational\": \"10\", \"support\": 7, \"focus_rate\": 0.0}, {\"Informational\": \"8\", \"support\": 14, \"focus_rate\": 0.0}, {\"Informational\": \"9\", \"support\": 15, \"focus_rate\": 0.0}, {\"Informational\": \"7\", \"support\": 36, \"focus_rate\": 0.0}, {\"Informational\": \"6\", \"support\": 78, \"focus_rate\": 0.0}, {\"Informational\": \"5\", \"support\": 99, \"focus_rate\": 0.0}, {\"Informational\": \"3\", \"support\": 380, \"focus_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c69ed66f01fbe72fc1139241fd66f0665dd9558 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:57:24.459522+00:00", + "ended_at": "2026-05-04T08:57:36.849559+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b730d69b05dfde9f", + "problem_id": "v2p_m6_8e34263815f1c617", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Informational, target_col=VisitorType.", + "bindings": { + "group_col": "Informational", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_b730d69b05dfde9f.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b730d69b05dfde9f", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 201, + "total_tokens": 23184, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 134, + "estimated_total_tokens": 3028, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12340.65, + "sql_execution_elapsed_ms_total": 9.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_b730d69b05dfde9f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed432cbb203189ab3422a1e10e66e91a4c635bd5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:57:36.829797+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12340.65, "started_at": "2026-05-04T08:57:24.463010+00:00", "ended_at": "2026-05-04T08:57:36.803733+00:00", "prompt_metrics": {"chars": 10754, "bytes_utf8": 10754, "lines": 313, "estimated_tokens": 2894}, "response_metrics": {"chars": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 201}, "stderr_preview": "2026-05-04T08:57:24.655235Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:27.266534Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"Informational\\\", target_col=\\\"VisitorType\\\", target_value='Other', min_support=4, and top_k=17.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..586738d5233d60b63d5d5d8703f41dee68fc8d0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b730d69b05dfde9f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b730d69b05dfde9f", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 201, + "total_tokens": 23184, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 134, + "estimated_total_tokens": 3028, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12340.65, + "sql_execution_elapsed_ms_total": 9.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_b730d69b05dfde9f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7062b29b05138f3d5d16ee17dac23a89aedc9f30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10560, "bytes_utf8": 10560, "lines": 312, "estimated_tokens": 2854}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22943, "cached_input_tokens": 21888, "output_tokens": 125}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1c5d1923d35510fceeaacc40576fde1e5127c459 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b7ed5940f2b1d537", + "api_calls": 0, + "input_tokens": 22943, + "cached_input_tokens": 21888, + "output_tokens": 125, + "total_tokens": 23068, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2854, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2963, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11635.58, + "sql_execution_elapsed_ms_total": 11.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_b7ed5940f2b1d537\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3e4d8057772f07e6ed08dde6e265af256127c807 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:03:10.165822+00:00", + "ended_at": "2026-05-04T09:03:21.801229+00:00", + "elapsed_ms": 11635.58, + "prompt_metrics": { + "chars": 10560, + "bytes_utf8": 10560, + "lines": 312, + "estimated_tokens": 2854 + }, + "stdout_metrics": { + "chars": 754, + "bytes_utf8": 754, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13160 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 22943, + "cached_input_tokens": 21888, + "output_tokens": 125 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87a1b4aba06ea0a42dfed93ab1e22c465b816393 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=Browser.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "Month", + "group_col_2": "Browser", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..271703cf0008e7fb64a16702dc60f5a826696cf8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23a-25d8-7a62-99ed-72b0fb227dee"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"Month\\\",\\n \\\"Browser\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"Browser\\\"\\nORDER BY support ASC, \\\"Month\\\", \\\"Browser\\\"\\nLIMIT 18;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=Month, group_col_2=Browser, and top_k=18. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22943,"cached_input_tokens":21888,"output_tokens":125}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9117287768766462fa82cdc1d2c417016ce2cf4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"Month\",\n \"Browser\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"Month\", \"Browser\"\nORDER BY support ASC, \"Month\", \"Browser\"\nLIMIT 18;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=Month, group_col_2=Browser, and top_k=18. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01bc0bf39d39a95fdef26c4ff608b23de49e94c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:03:10.369001Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:03:12.841870Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:03:20.940978Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6dd3597d0c2b094e7d08adf5ceb6679b673c660 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=Browser. +Result preview: [{"Month": "Dec", "Browser": "11", "support": 1}, {"Month": "Feb", "Browser": "7", "support": 1}, {"Month": "Jul", "Browser": "11", "support": 1}, {"Month": "Jul", "Browser": "12", "support": 1}, {"Month": "June", "Browser": "13", "support": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0b597c63510ed49440c4b7fb8510bf1fe3caf0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_b7ed5940f2b1d537 +-- problem_id: v2p_m6_1c0842457c8bdd13 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Month", + "Browser", + COUNT(*) AS support +FROM "m6" +GROUP BY "Month", "Browser" +ORDER BY support ASC, "Month", "Browser" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c048d450a9e8df1125b7ebfccf194c758208bbf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"Month\",\n \"Browser\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"Month\", \"Browser\"\nORDER BY support ASC, \"Month\", \"Browser\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"Month\\\",\\n \\\"Browser\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"Browser\\\"\\nORDER BY support ASC, \\\"Month\\\", \\\"Browser\\\"\\nLIMIT 18;\", \"columns\": [\"Month\", \"Browser\", \"support\"], \"rows\": [{\"Month\": \"Dec\", \"Browser\": \"11\", \"support\": 1}, {\"Month\": \"Feb\", \"Browser\": \"7\", \"support\": 1}, {\"Month\": \"Jul\", \"Browser\": \"11\", \"support\": 1}, {\"Month\": \"Jul\", \"Browser\": \"12\", \"support\": 1}, {\"Month\": \"June\", \"Browser\": \"13\", \"support\": 1}, {\"Month\": \"June\", \"Browser\": \"3\", \"support\": 1}, {\"Month\": \"June\", \"Browser\": \"7\", \"support\": 1}, {\"Month\": \"Mar\", \"Browser\": \"9\", \"support\": 1}, {\"Month\": \"May\", \"Browser\": \"12\", \"support\": 1}, {\"Month\": \"Oct\", \"Browser\": \"3\", \"support\": 1}, {\"Month\": \"Aug\", \"Browser\": \"7\", \"support\": 2}, {\"Month\": \"June\", \"Browser\": \"6\", \"support\": 2}, {\"Month\": \"Nov\", \"Browser\": \"11\", \"support\": 2}, {\"Month\": \"Oct\", \"Browser\": \"7\", \"support\": 2}, {\"Month\": \"Sep\", \"Browser\": \"11\", \"support\": 2}, {\"Month\": \"Sep\", \"Browser\": \"3\", \"support\": 2}, {\"Month\": \"Aug\", \"Browser\": \"3\", \"support\": 3}, {\"Month\": \"Jul\", \"Browser\": \"6\", \"support\": 3}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.74}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..beac23831406bded9ad54cbce8f47153cc2c9714 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:10.160807+00:00", + "ended_at": "2026-05-04T09:03:21.840183+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b7ed5940f2b1d537", + "problem_id": "v2p_m6_1c0842457c8bdd13", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=Browser.", + "bindings": { + "group_col": "Month", + "group_col_2": "Browser", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_b7ed5940f2b1d537.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b7ed5940f2b1d537", + "api_calls": 0, + "input_tokens": 22943, + "cached_input_tokens": 21888, + "output_tokens": 125, + "total_tokens": 23068, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2854, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2963, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11635.58, + "sql_execution_elapsed_ms_total": 11.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_b7ed5940f2b1d537\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2a5545787273771d572505b6a734b6105435c2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:03:21.820712+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11635.58, "started_at": "2026-05-04T09:03:10.165822+00:00", "ended_at": "2026-05-04T09:03:21.801229+00:00", "prompt_metrics": {"chars": 10560, "bytes_utf8": 10560, "lines": 312, "estimated_tokens": 2854}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22943, "cached_input_tokens": 21888, "output_tokens": 125}, "stderr_preview": "2026-05-04T09:03:10.369001Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:03:12.841870Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b856610292c22fe1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b856610292c22fe1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..829d5284e27ec999228e5f8d38e885d09600fd82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b856610292c22fe1/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_b856610292c22fe1\n-- problem_id: v2p_m6_7186f2213a3c5861\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Administrative_Duration\",\n COUNT(*) AS support,\n AVG(\"Informational_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Administrative_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_b856610292c22fe1\\n-- problem_id: v2p_m6_7186f2213a3c5861\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Administrative_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Administrative_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"Administrative_Duration\": \"0\", \"support\": 5903, \"avg_response\": 10.09466826796595}, {\"Administrative_Duration\": \"4\", \"support\": 56, \"avg_response\": 10.148809523214286}, {\"Administrative_Duration\": \"5\", \"support\": 53, \"avg_response\": 13.86320754716981}, {\"Administrative_Duration\": \"7\", \"support\": 45, \"avg_response\": 29.39629629711111}, {\"Administrative_Duration\": \"11\", \"support\": 42, \"avg_response\": 6.156746030952381}, {\"Administrative_Duration\": \"6\", \"support\": 41, \"avg_response\": 1.3902439024390243}, {\"Administrative_Duration\": \"14\", \"support\": 37, \"avg_response\": 6.918918918918919}, {\"Administrative_Duration\": \"9\", \"support\": 35, \"avg_response\": 14.428571428571429}, {\"Administrative_Duration\": \"15\", \"support\": 33, \"avg_response\": 5.636363636363637}, {\"Administrative_Duration\": \"10\", \"support\": 32, \"avg_response\": 38.6020833334375}, {\"Administrative_Duration\": \"13\", \"support\": 29, \"avg_response\": 19.103448275862068}, {\"Administrative_Duration\": \"19\", \"support\": 29, \"avg_response\": 4.517241379310345}, {\"Administrative_Duration\": \"21\", \"support\": 28, \"avg_response\": 43.117559525}, {\"Administrative_Duration\": \"12\", \"support\": 28, \"avg_response\": 3.0535714285714284}, {\"Administrative_Duration\": \"3\", \"support\": 26, \"avg_response\": 80.7371795}, {\"Administrative_Duration\": \"8\", \"support\": 26, \"avg_response\": 38.616666666538464}, {\"Administrative_Duration\": \"20\", \"support\": 26, \"avg_response\": 22.76923076923077}, {\"Administrative_Duration\": \"18\", \"support\": 26, \"avg_response\": 7.269230769230769}, {\"Administrative_Duration\": \"17\", \"support\": 25, \"avg_response\": 56.59}, {\"Administrative_Duration\": \"23\", \"support\": 24, \"avg_response\": 26.96944444458333}, {\"Administrative_Duration\": \"37\", \"support\": 24, \"avg_response\": 1.7916666666666667}, {\"Administrative_Duration\": \"26\", \"support\": 20, \"avg_response\": 11.741666665}, {\"Administrative_Duration\": \"33\", \"support\": 20, \"avg_response\": 6.075}, {\"Administrative_Duration\": \"34\", \"support\": 19, \"avg_response\": 85.6842105263158}, {\"Administrative_Duration\": \"32\", \"support\": 19, \"avg_response\": 67.13157894736842}, {\"Administrative_Duration\": \"16\", \"support\": 19, \"avg_response\": 44.129385963157894}, {\"Administrative_Duration\": \"47\", \"support\": 19, \"avg_response\": 7.973684210526316}, {\"Administrative_Duration\": \"36\", \"support\": 18, \"avg_response\": 72.77777777777777}, {\"Administrative_Duration\": \"28\", \"support\": 18, \"avg_response\": 23.46296296277778}, {\"Administrative_Duration\": \"29\", \"support\": 18, \"avg_response\": 18.22222222222222}, {\"Administrative_Duration\": \"38\", \"support\": 17, \"avg_response\": 55.588235294117645}, {\"Administrative_Duration\": \"30\", \"support\": 17, \"avg_response\": 19.764705882352942}, {\"Administrative_Duration\": \"42\", \"support\": 17, \"avg_response\": 12.352941176470589}, {\"Administrative_Duration\": \"45\", \"support\": 17, \"avg_response\": 10.205882352941176}, {\"Administrative_Duration\": \"44\", \"support\": 16, \"avg_response\": 105.5625}, {\"Administrative_Duration\": \"60\", \"support\": 16, \"avg_response\": 44.333333333125}, {\"Administrative_Duration\": \"63\", \"support\": 16, \"avg_response\": 13.765625}, {\"Administrative_Duration\": \"22\", \"support\": 16, \"avg_response\": 12.4375}, {\"Administrative_Duration\": \"27\", \"support\": 16, \"avg_response\": 3.9375}, {\"Administrative_Duration\": \"91\", \"support\": 15, \"avg_response\": 120.52}, {\"Administrative_Duration\": \"2\", \"support\": 15, \"avg_response\": 61.655555553333336}, {\"Administrative_Duration\": \"23.2\", \"support\": 15, \"avg_response\": 4.906666666666666}, {\"Administrative_Duration\": \"40\", \"support\": 14, \"avg_response\": 48.654761905}, {\"Administrative_Duration\": \"75\", \"support\": 14, \"avg_response\": 42.654761907142856}, {\"Administrative_Duration\": \"24\", \"support\": 14, \"avg_response\": 31.178571428571427}, {\"Administrative_Duration\": \"57\", \"support\": 14, \"avg_response\": 26.464285714285715}, {\"Administrative_Duration\": \"55\", \"support\": 14, \"avg_response\": 9.232142857142858}, {\"Administrative_Duration\": \"52\", \"support\": 14, \"avg_response\": 3.476190476428571}, {\"Administrative_Duration\": \"54.5\", \"support\": 13, \"avg_response\": 49.30769230769231}, {\"Administrative_Duration\": \"67.5\", \"support\": 13, \"avg_response\": 26.553846153846152}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.33}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b856610292c22fe1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b856610292c22fe1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..55a80af20c27edaefe571b78e1dce0676310a274 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b856610292c22fe1/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.218704+00:00", + "ended_at": "2026-05-04T09:03:22.233659+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b856610292c22fe1", + "problem_id": "v2p_m6_7186f2213a3c5861", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational_Duration, key_col=Administrative_Duration.", + "bindings": { + "key_col": "Administrative_Duration", + "measure_col": "Informational_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_b856610292c22fe1.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b856610292c22fe1/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b856610292c22fe1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b856610292c22fe1/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ac05c22ef680b91b5bdf1e24423ae6f41a8fa74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10594, "bytes_utf8": 10594, "lines": 312, "estimated_tokens": 2817}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1114, "bytes_utf8": 1114, "lines": 1, "estimated_tokens": 324}, "usage": {"input_tokens": 22908, "cached_input_tokens": 19840, "output_tokens": 846}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6ab2fde102d981dd19ded0513a3a422153413194 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b98e0dbfa5759031", + "api_calls": 0, + "input_tokens": 22908, + "cached_input_tokens": 19840, + "output_tokens": 846, + "total_tokens": 23754, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2817, + "estimated_output_tokens": 324, + "estimated_total_tokens": 3141, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26194.14, + "sql_execution_elapsed_ms_total": 47.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_b98e0dbfa5759031\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..592a5d108dc72043bef1413fdfa4b6710cab0e51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:51:46.808115+00:00", + "ended_at": "2026-05-04T08:52:13.002211+00:00", + "elapsed_ms": 26194.14, + "prompt_metrics": { + "chars": 10594, + "bytes_utf8": 10594, + "lines": 312, + "estimated_tokens": 2817 + }, + "stdout_metrics": { + "chars": 1571, + "bytes_utf8": 1571, + "lines": 4, + "estimated_tokens": 509 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13157 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1114, + "bytes_utf8": 1114, + "lines": 1, + "estimated_tokens": 324 + }, + "usage": { + "input_tokens": 22908, + "cached_input_tokens": 19840, + "output_tokens": 846 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eccba359da5c459bf6158875796f2b5a5b69db0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Informational, measure_col=TrafficType.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Informational", + "measure_col": "TrafficType", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eda4f00b43e4440bb1531ccd6828055e9a73848b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-b873-7cb2-a61e-5057b6af4855"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Informational\\\",\\n CAST(\\\"TrafficType\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Informational\\\"\\n ORDER BY CAST(\\\"TrafficType\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Informational\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Informational\\\" IS NOT NULL\\n AND \\\"TrafficType\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT\\n \\\"Informational\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INT) + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INT) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Informational\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"targets\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"Informational\\\";\",\"notes\":\"SQLite lacks PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"Informational\\\" group over CAST(\\\"TrafficType\\\" AS REAL), preserving the grouped percentile-point intent.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22908,"cached_input_tokens":19840,"output_tokens":846}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72915656a950762863708bf2b61c5263e90e472a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Informational\",\n CAST(\"TrafficType\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Informational\"\n ORDER BY CAST(\"TrafficType\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Informational\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Informational\" IS NOT NULL\n AND \"TrafficType\" IS NOT NULL\n),\n\"targets\" AS (\n SELECT\n \"Informational\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(0.95 * \"cnt\" AS INT) + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INT) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Informational\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"targets\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC, \"Informational\";","notes":"SQLite lacks PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \"Informational\" group over CAST(\"TrafficType\" AS REAL), preserving the grouped percentile-point intent."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bb746209857a86b4bce4ea6186f6fbb811266c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:46.999901Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:51:49.337233Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:12.051954Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5721fc10621c81cc102c711b8235a0b78c955e9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Informational, measure_col=TrafficType. +Result preview: [{"Informational": "24", "percentile_measure": 14.0}, {"Informational": "0", "percentile_measure": 13.0}, {"Informational": "1", "percentile_measure": 13.0}, {"Informational": "2", "percentile_measure": 13.0}, {"Informational": "3", "percentile_measure": 13.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca2a80ada7dac30fbcc3559c0d20d4eec0501718 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/generated_sql.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_b98e0dbfa5759031 +-- problem_id: v2p_m6_dfc8fc581ea59219 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Informational", + CAST("TrafficType" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Informational" + ORDER BY CAST("TrafficType" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Informational" + ) AS "cnt" + FROM "m6" + WHERE "Informational" IS NOT NULL + AND "TrafficType" IS NOT NULL +), +"targets" AS ( + SELECT + "Informational", + "measure_value", + "rn", + "cnt", + CAST(0.95 * "cnt" AS INT) + CASE + WHEN 0.95 * "cnt" > CAST(0.95 * "cnt" AS INT) THEN 1 + ELSE 0 + END AS "target_rn" + FROM "ranked" +) +SELECT + "Informational", + "measure_value" AS "percentile_measure" +FROM "targets" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC, "Informational"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4675efa51108564f451d90e049d388d1585c9ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Informational\",\n CAST(\"TrafficType\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Informational\"\n ORDER BY CAST(\"TrafficType\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Informational\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Informational\" IS NOT NULL\n AND \"TrafficType\" IS NOT NULL\n),\n\"targets\" AS (\n SELECT\n \"Informational\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(0.95 * \"cnt\" AS INT) + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INT) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Informational\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"targets\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC, \"Informational\";", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Informational\\\",\\n CAST(\\\"TrafficType\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Informational\\\"\\n ORDER BY CAST(\\\"TrafficType\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Informational\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Informational\\\" IS NOT NULL\\n AND \\\"TrafficType\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT\\n \\\"Informational\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INT) + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INT) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Informational\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"targets\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"Informational\\\";\", \"columns\": [\"Informational\", \"percentile_measure\"], \"rows\": [{\"Informational\": \"24\", \"percentile_measure\": 14.0}, {\"Informational\": \"0\", \"percentile_measure\": 13.0}, {\"Informational\": \"1\", \"percentile_measure\": 13.0}, {\"Informational\": \"2\", \"percentile_measure\": 13.0}, {\"Informational\": \"3\", \"percentile_measure\": 13.0}, {\"Informational\": \"4\", \"percentile_measure\": 13.0}, {\"Informational\": \"5\", \"percentile_measure\": 13.0}, {\"Informational\": \"6\", \"percentile_measure\": 13.0}, {\"Informational\": \"7\", \"percentile_measure\": 13.0}, {\"Informational\": \"9\", \"percentile_measure\": 13.0}, {\"Informational\": \"8\", \"percentile_measure\": 10.0}, {\"Informational\": \"10\", \"percentile_measure\": 8.0}, {\"Informational\": \"16\", \"percentile_measure\": 8.0}, {\"Informational\": \"11\", \"percentile_measure\": 4.0}, {\"Informational\": \"12\", \"percentile_measure\": 2.0}, {\"Informational\": \"13\", \"percentile_measure\": 2.0}, {\"Informational\": \"14\", \"percentile_measure\": 2.0}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 47.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c23fbad3aa720ad4f9f911cde910b96c79e6533f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:51:46.804468+00:00", + "ended_at": "2026-05-04T08:52:13.082038+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b98e0dbfa5759031", + "problem_id": "v2p_m6_dfc8fc581ea59219", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Informational, measure_col=TrafficType.", + "bindings": { + "group_col": "Informational", + "measure_col": "TrafficType", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_b98e0dbfa5759031.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b98e0dbfa5759031", + "api_calls": 0, + "input_tokens": 22908, + "cached_input_tokens": 19840, + "output_tokens": 846, + "total_tokens": 23754, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2817, + "estimated_output_tokens": 324, + "estimated_total_tokens": 3141, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26194.14, + "sql_execution_elapsed_ms_total": 47.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_b98e0dbfa5759031\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98533b37567a584a0b6c6bfe6771f8500f5cfb38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:13.025335+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26194.14, "started_at": "2026-05-04T08:51:46.808115+00:00", "ended_at": "2026-05-04T08:52:13.002211+00:00", "prompt_metrics": {"chars": 10594, "bytes_utf8": 10594, "lines": 312, "estimated_tokens": 2817}, "response_metrics": {"chars": 1114, "bytes_utf8": 1114, "lines": 1, "estimated_tokens": 324}, "usage": {"input_tokens": 22908, "cached_input_tokens": 19840, "output_tokens": 846}, "stderr_preview": "2026-05-04T08:51:46.999901Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:51:49.337233Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST(0.95 * \\\"cnt\\\" AS INT) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Informational\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"targets\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"Informational\\\";\",\"notes\":\"SQLite lacks PERCENTILE_CONT, so this uses a nearest-rank 95th percentile"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7ea00784c697ab885cb169f081e776b3b2292c12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_b98e0dbfa5759031/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b98e0dbfa5759031", + "api_calls": 0, + "input_tokens": 22908, + "cached_input_tokens": 19840, + "output_tokens": 846, + "total_tokens": 23754, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2817, + "estimated_output_tokens": 324, + "estimated_total_tokens": 3141, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26194.14, + "sql_execution_elapsed_ms_total": 47.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_b98e0dbfa5759031\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31b547f996c2172489778eeb90fe957472e64c17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10570, "bytes_utf8": 10570, "lines": 312, "estimated_tokens": 2813}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 823, "bytes_utf8": 823, "lines": 1, "estimated_tokens": 236}, "usage": {"input_tokens": 22904, "cached_input_tokens": 21888, "output_tokens": 545}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..988d164d9d041f9728b81020437d9f1095cbead9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_bbbc0bf1bc79c1ca", + "api_calls": 0, + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 545, + "total_tokens": 23449, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2813, + "estimated_output_tokens": 236, + "estimated_total_tokens": 3049, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20584.66, + "sql_execution_elapsed_ms_total": 46.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_bbbc0bf1bc79c1ca\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..733ce65b5f8950c5f0fe511b62605d949b921d64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:50:09.054496+00:00", + "ended_at": "2026-05-04T08:50:29.639006+00:00", + "elapsed_ms": 20584.66, + "prompt_metrics": { + "chars": 10570, + "bytes_utf8": 10570, + "lines": 312, + "estimated_tokens": 2813 + }, + "stdout_metrics": { + "chars": 1229, + "bytes_utf8": 1229, + "lines": 4, + "estimated_tokens": 391 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13197 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 823, + "bytes_utf8": 823, + "lines": 1, + "estimated_tokens": 236 + }, + "usage": { + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 545 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82b7ce21966ca6b641338c70a0a4918fe41b847b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Revenue, measure_col=Browser.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Revenue", + "measure_col": "Browser", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1024b1bd6c00acd86c435c0696851164e11ae7a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-3aa5-7cf0-ab27-9268488ae4ac"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n CAST(\\\"Browser\\\" AS REAL) AS \\\"browser_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ORDER BY CAST(\\\"Browser\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" IS NOT NULL\\n AND \\\"Browser\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"Revenue\\\",\\n MIN(\\\"browser_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= (CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1)\\nGROUP BY \\\"Revenue\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 0.9 percentile of \\\"Browser\\\" within each \\\"Revenue\\\" group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22904,"cached_input_tokens":21888,"output_tokens":545}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..32bdb30ec99f2d275d4b5ebce789b763f63c45f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Revenue\",\n CAST(\"Browser\" AS REAL) AS \"browser_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Revenue\"\n ORDER BY CAST(\"Browser\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Revenue\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Revenue\" IS NOT NULL\n AND \"Browser\" IS NOT NULL\n)\nSELECT\n \"Revenue\",\n MIN(\"browser_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= (CAST(((\"cnt\" - 1) * 0.9) AS INTEGER) + 1)\nGROUP BY \"Revenue\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 0.9 percentile of \"Browser\" within each \"Revenue\" group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc87d2356d8d923cc725ca53428b52f261a29bf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:50:09.245392Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:11.558729Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:50:28.837407Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce5aaa04ad33f5be427a4ff38851dd12df9a2739 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Revenue, measure_col=Browser. +Result preview: [{"Revenue": "TRUE", "percentile_measure": 4.0}, {"Revenue": "FALSE", "percentile_measure": 4.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..30332265fc2c74a1f7f440519791d49760e143e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_bbbc0bf1bc79c1ca +-- problem_id: v2p_m6_b9924e885215b038 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Revenue", + CAST("Browser" AS REAL) AS "browser_value", + ROW_NUMBER() OVER ( + PARTITION BY "Revenue" + ORDER BY CAST("Browser" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Revenue" + ) AS "cnt" + FROM "m6" + WHERE "Revenue" IS NOT NULL + AND "Browser" IS NOT NULL +) +SELECT + "Revenue", + MIN("browser_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= (CAST((("cnt" - 1) * 0.9) AS INTEGER) + 1) +GROUP BY "Revenue" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d96e9cbb0a6acce64ffdf8ab2f2f18e788afd81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Revenue\",\n CAST(\"Browser\" AS REAL) AS \"browser_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Revenue\"\n ORDER BY CAST(\"Browser\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Revenue\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Revenue\" IS NOT NULL\n AND \"Browser\" IS NOT NULL\n)\nSELECT\n \"Revenue\",\n MIN(\"browser_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= (CAST(((\"cnt\" - 1) * 0.9) AS INTEGER) + 1)\nGROUP BY \"Revenue\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n CAST(\\\"Browser\\\" AS REAL) AS \\\"browser_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ORDER BY CAST(\\\"Browser\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" IS NOT NULL\\n AND \\\"Browser\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"Revenue\\\",\\n MIN(\\\"browser_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= (CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1)\\nGROUP BY \\\"Revenue\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Revenue\", \"percentile_measure\"], \"rows\": [{\"Revenue\": \"TRUE\", \"percentile_measure\": 4.0}, {\"Revenue\": \"FALSE\", \"percentile_measure\": 4.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 46.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..917aab2014cab25ab8b4db689e015e619b141597 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:50:09.050257+00:00", + "ended_at": "2026-05-04T08:50:29.712882+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_bbbc0bf1bc79c1ca", + "problem_id": "v2p_m6_b9924e885215b038", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Revenue, measure_col=Browser.", + "bindings": { + "group_col": "Revenue", + "measure_col": "Browser", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_bbbc0bf1bc79c1ca.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_bbbc0bf1bc79c1ca", + "api_calls": 0, + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 545, + "total_tokens": 23449, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2813, + "estimated_output_tokens": 236, + "estimated_total_tokens": 3049, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20584.66, + "sql_execution_elapsed_ms_total": 46.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_bbbc0bf1bc79c1ca\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a467f9e912ac64cc4cea66de4b0ab81ef253c0a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:50:29.657409+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20584.66, "started_at": "2026-05-04T08:50:09.054496+00:00", "ended_at": "2026-05-04T08:50:29.639006+00:00", "prompt_metrics": {"chars": 10570, "bytes_utf8": 10570, "lines": 312, "estimated_tokens": 2813}, "response_metrics": {"chars": 823, "bytes_utf8": 823, "lines": 1, "estimated_tokens": 236}, "usage": {"input_tokens": 22904, "cached_input_tokens": 21888, "output_tokens": 545}, "stderr_preview": "2026-05-04T08:50:09.245392Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:11.558729Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = (CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1)\\nGROUP BY \\\"Revenue\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 0.9 percentile of \\\"Browser\\\" within each \\\"Revenue\\\" group.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f8a2c3037bf3a9ce469c31b05ced460b7d3abced --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bbbc0bf1bc79c1ca/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_bbbc0bf1bc79c1ca", + "api_calls": 0, + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 545, + "total_tokens": 23449, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2813, + "estimated_output_tokens": 236, + "estimated_total_tokens": 3049, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20584.66, + "sql_execution_elapsed_ms_total": 46.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_bbbc0bf1bc79c1ca\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e9e37d836b57a28756b85ecf7f6aaa47633c89d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10712, "bytes_utf8": 10712, "lines": 316, "estimated_tokens": 2865}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 570, "bytes_utf8": 570, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 22954, "cached_input_tokens": 19840, "output_tokens": 158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fa0af1d811445c20e803a9f4a0a7ad428dd22668 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_bce00fdd84256d1e", + "api_calls": 0, + "input_tokens": 22954, + "cached_input_tokens": 19840, + "output_tokens": 158, + "total_tokens": 23112, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2865, + "estimated_output_tokens": 142, + "estimated_total_tokens": 3007, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13332.93, + "sql_execution_elapsed_ms_total": 7.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_bce00fdd84256d1e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..558d7aea721786eeb9f6ea06ee94f87a02039867 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:19:41.578796+00:00", + "ended_at": "2026-05-04T08:19:54.911304+00:00", + "elapsed_ms": 13332.93, + "prompt_metrics": { + "chars": 10712, + "bytes_utf8": 10712, + "lines": 316, + "estimated_tokens": 2865 + }, + "stdout_metrics": { + "chars": 904, + "bytes_utf8": 904, + "lines": 4, + "estimated_tokens": 249 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13238 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 570, + "bytes_utf8": 570, + "lines": 1, + "estimated_tokens": 142 + }, + "usage": { + "input_tokens": 22954, + "cached_input_tokens": 19840, + "output_tokens": 158 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc1b33de568f9ae6b77f34ff771a0eb257ad4f35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=VisitorType, measure_col=TrafficType.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "VisitorType", + "measure_col": "TrafficType", + "predicate_col": "ProductRelated_Duration", + "predicate_op": ">=", + "predicate_value": 1464.157214, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31dcea41675a1d7d3135c1b973f3acd4331737d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-5807-7c33-a475-a24ba78ba507"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"VisitorType\\\", SUM(CAST(\\\"TrafficType\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated_Duration\\\" AS REAL) >= 1464.157214\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided top-k group sum with filter template exactly, binding group_col to \\\"VisitorType\\\", measure_col to \\\"TrafficType\\\", and filtering on \\\"ProductRelated_Duration\\\" >= 1464.157214. CAST to REAL is applied because the schema snapshot shows these numeric fields stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22954,"cached_input_tokens":19840,"output_tokens":158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34d0fd4c655c2499727ca7e6af9882a01d001b66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"VisitorType\", SUM(CAST(\"TrafficType\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ProductRelated_Duration\" AS REAL) >= 1464.157214\nGROUP BY \"VisitorType\"\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the provided top-k group sum with filter template exactly, binding group_col to \"VisitorType\", measure_col to \"TrafficType\", and filtering on \"ProductRelated_Duration\" >= 1464.157214. CAST to REAL is applied because the schema snapshot shows these numeric fields stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..26d950547115371c3232262f89718a151cf3d4af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:41.753125Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:44.510925Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:54.358215Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6610a58dfb6ac66e0069bc084c63afb64f716f2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=VisitorType, measure_col=TrafficType. +Result preview: [{"VisitorType": "Returning_Visitor", "total_measure": 10959.0}, {"VisitorType": "New_Visitor", "total_measure": 531.0}, {"VisitorType": "Other", "total_measure": 108.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..03d0f4286736926eef192ea3b3e3cc5bc447ce7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_bce00fdd84256d1e +-- problem_id: v2p_m6_2f2d433f5c81adb5 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", SUM(CAST("TrafficType" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ProductRelated_Duration" AS REAL) >= 1464.157214 +GROUP BY "VisitorType" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90b9332e07a0608f7b79d082c58f778fa4ac17f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"VisitorType\", SUM(CAST(\"TrafficType\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ProductRelated_Duration\" AS REAL) >= 1464.157214\nGROUP BY \"VisitorType\"\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"VisitorType\\\", SUM(CAST(\\\"TrafficType\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated_Duration\\\" AS REAL) >= 1464.157214\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"VisitorType\", \"total_measure\"], \"rows\": [{\"VisitorType\": \"Returning_Visitor\", \"total_measure\": 10959.0}, {\"VisitorType\": \"New_Visitor\", \"total_measure\": 531.0}, {\"VisitorType\": \"Other\", \"total_measure\": 108.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.32}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..10f96bd425549fa7e88a0e9efd07c50d42f00b90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:19:41.575154+00:00", + "ended_at": "2026-05-04T08:19:54.944910+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_bce00fdd84256d1e", + "problem_id": "v2p_m6_2f2d433f5c81adb5", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=VisitorType, measure_col=TrafficType.", + "bindings": { + "group_col": "VisitorType", + "measure_col": "TrafficType", + "predicate_col": "ProductRelated_Duration", + "predicate_op": ">=", + "predicate_value": 1464.157214, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_bce00fdd84256d1e.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_bce00fdd84256d1e", + "api_calls": 0, + "input_tokens": 22954, + "cached_input_tokens": 19840, + "output_tokens": 158, + "total_tokens": 23112, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2865, + "estimated_output_tokens": 142, + "estimated_total_tokens": 3007, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13332.93, + "sql_execution_elapsed_ms_total": 7.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_bce00fdd84256d1e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f23a09236868fd52837f191ba01e1682da8cf523 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:54.930730+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13332.93, "started_at": "2026-05-04T08:19:41.578796+00:00", "ended_at": "2026-05-04T08:19:54.911304+00:00", "prompt_metrics": {"chars": 10712, "bytes_utf8": 10712, "lines": 316, "estimated_tokens": 2865}, "response_metrics": {"chars": 570, "bytes_utf8": 570, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 22954, "cached_input_tokens": 19840, "output_tokens": 158}, "stderr_preview": "2026-05-04T08:19:41.753125Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:44.510925Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 1464.157214\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided top-k group sum with filter template exactly, binding group_col to \\\"VisitorType\\\", measure_col to \\\"TrafficType\\\", and filtering on \\\"ProductRelated_Duration\\\" >= 1464.157214. CAST to REAL is applied because the schema snapshot shows these numeric fields stored as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad224e06a331f0b0ea2ebca580f9f63b212849aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bce00fdd84256d1e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_bce00fdd84256d1e", + "api_calls": 0, + "input_tokens": 22954, + "cached_input_tokens": 19840, + "output_tokens": 158, + "total_tokens": 23112, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2865, + "estimated_output_tokens": 142, + "estimated_total_tokens": 3007, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13332.93, + "sql_execution_elapsed_ms_total": 7.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_bce00fdd84256d1e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7efe32e8772f55ebe44606a66bee1079ce1d2b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"TrafficType": "2", "support": 3913, "avg_response": 2.8895987733197037}, {"TrafficType": "1", "support": 2451, "avg_response": 1.9102407180742553}, {"TrafficType": "3", "support": 2052, "avg_response": 1.8021442495126705}, {"TrafficType": "4", "support": 1069, "avg_response": 2.3489242282507017}, {"TrafficType": "13", "support": 738, "avg_response": 1.7845528455284554}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..995f9c6b01dd3f4d6065fba7c24dbce869da2ffa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_bd2c0560eb870d61 +-- problem_id: v2p_m6_2e5402fc1f70e84b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "TrafficType", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "TrafficType" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..108e6b04288007f612323beb8202aee6b67e2138 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_bd2c0560eb870d61\n-- problem_id: v2p_m6_2e5402fc1f70e84b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"TrafficType\",\n COUNT(*) AS support,\n AVG(\"Administrative\") AS avg_response\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_bd2c0560eb870d61\\n-- problem_id: v2p_m6_2e5402fc1f70e84b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"TrafficType\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"TrafficType\", \"support\", \"avg_response\"], \"rows\": [{\"TrafficType\": \"2\", \"support\": 3913, \"avg_response\": 2.8895987733197037}, {\"TrafficType\": \"1\", \"support\": 2451, \"avg_response\": 1.9102407180742553}, {\"TrafficType\": \"3\", \"support\": 2052, \"avg_response\": 1.8021442495126705}, {\"TrafficType\": \"4\", \"support\": 1069, \"avg_response\": 2.3489242282507017}, {\"TrafficType\": \"13\", \"support\": 738, \"avg_response\": 1.7845528455284554}, {\"TrafficType\": \"10\", \"support\": 450, \"avg_response\": 2.3355555555555556}, {\"TrafficType\": \"6\", \"support\": 444, \"avg_response\": 2.0337837837837838}, {\"TrafficType\": \"8\", \"support\": 343, \"avg_response\": 2.877551020408163}, {\"TrafficType\": \"5\", \"support\": 260, \"avg_response\": 3.4846153846153847}, {\"TrafficType\": \"11\", \"support\": 247, \"avg_response\": 1.7611336032388665}, {\"TrafficType\": \"20\", \"support\": 198, \"avg_response\": 2.025252525252525}, {\"TrafficType\": \"9\", \"support\": 42, \"avg_response\": 1.9523809523809523}, {\"TrafficType\": \"7\", \"support\": 40, \"avg_response\": 2.9}, {\"TrafficType\": \"15\", \"support\": 38, \"avg_response\": 1.368421052631579}, {\"TrafficType\": \"19\", \"support\": 17, \"avg_response\": 1.411764705882353}, {\"TrafficType\": \"14\", \"support\": 13, \"avg_response\": 3.3846153846153846}, {\"TrafficType\": \"18\", \"support\": 10, \"avg_response\": 2.1}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8da59c20042de2e34511b6fed43f789514874879 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.640548+00:00", + "ended_at": "2026-05-04T09:03:22.652560+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_bd2c0560eb870d61", + "problem_id": "v2p_m6_2e5402fc1f70e84b", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative, key_col=TrafficType.", + "bindings": { + "key_col": "TrafficType", + "measure_col": "Administrative", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=30", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 30, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_bd2c0560eb870d61.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..898a368dbd8c829eace3c372b9308afcdf877dee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10826, "bytes_utf8": 10826, "lines": 314, "estimated_tokens": 2898}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 660, "bytes_utf8": 660, "lines": 1, "estimated_tokens": 165}, "usage": {"input_tokens": 22989, "cached_input_tokens": 21888, "output_tokens": 294}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..db7d53846fadf9f3477edd7c95e1adff119e16b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_beb16af28e6b7cab", + "api_calls": 0, + "input_tokens": 22989, + "cached_input_tokens": 21888, + "output_tokens": 294, + "total_tokens": 23283, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2898, + "estimated_output_tokens": 165, + "estimated_total_tokens": 3063, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16940.89, + "sql_execution_elapsed_ms_total": 64.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_beb16af28e6b7cab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a90b6747876c3b3bfb4c72494656f3c86ff72297 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:42:21.771696+00:00", + "ended_at": "2026-05-04T08:42:38.705766+00:00", + "elapsed_ms": 16940.89, + "prompt_metrics": { + "chars": 10826, + "bytes_utf8": 10826, + "lines": 314, + "estimated_tokens": 2898 + }, + "stdout_metrics": { + "chars": 1010, + "bytes_utf8": 1010, + "lines": 4, + "estimated_tokens": 285 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 660, + "bytes_utf8": 660, + "lines": 1, + "estimated_tokens": 165 + }, + "usage": { + "input_tokens": 22989, + "cached_input_tokens": 21888, + "output_tokens": 294 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..923f6df4cb9c0cfbf1fa25d68e044b9bc7a93f68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Browser, measure_col=SpecialDay.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Browser", + "measure_col": "SpecialDay", + "item_col": "ProductRelated_Duration", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8814eaf48a60974c01b730aaa5dc999cb8b2bbc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df227-198e-7821-bf8a-748ecfd721ba"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Browser\\\", \\\"ProductRelated_Duration\\\",\\n SUM(CAST(\\\"SpecialDay\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"SpecialDay\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"SpecialDay\\\" AS REAL))) OVER (PARTITION BY \\\"Browser\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\", \\\"ProductRelated_Duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"Browser\\\", item_col=\\\"ProductRelated_Duration\\\", and measure_col=\\\"SpecialDay\\\". CAST to REAL is needed because the schema stores these numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22989,"cached_input_tokens":21888,"output_tokens":294}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58f5800d052d6968128b171f1857a48b5dc7c79d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Browser\", \"ProductRelated_Duration\",\n SUM(CAST(\"SpecialDay\" AS REAL)) AS total_measure,\n SUM(CAST(\"SpecialDay\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"SpecialDay\" AS REAL))) OVER (PARTITION BY \"Browser\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Browser\", \"ProductRelated_Duration\"\nORDER BY share_within_group DESC;","notes":"Used the provided Within-Group Share of Total template with group_col=\"Browser\", item_col=\"ProductRelated_Duration\", and measure_col=\"SpecialDay\". CAST to REAL is needed because the schema stores these numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..888d9a6370303f75686273382f0da5df6b0673e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:42:22.027922Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:42:24.482724Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:42:37.811822Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4cd178675fd117a1160aa21a0b9d5ef5a12de55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Browser, measure_col=SpecialDay. +Result preview: [{"Browser": "12", "ProductRelated_Duration": "17", "total_measure": 0.4, "share_within_group": 100.0}, {"Browser": "7", "ProductRelated_Duration": "252", "total_measure": 0.8, "share_within_group": 40.0}, {"Browser": "7", "ProductRelated_Duration": "473.5", "total_measure": 0.6, "share_within_group": 30.0}, {"Browser": "7", "ProductRelated_Duration": "4086.144897", "total_measure": 0.4, "share_within_group": 20.0}, {"Browser": "8", "ProductRelated_Duration": "193.6666667", "total_measure": 1.0, "share_within_group": 12.820512820512821}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e84930e30cc0547b712325a41300b9c867e60c20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_beb16af28e6b7cab +-- problem_id: v2p_m6_46bd59baf2796acc +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", "ProductRelated_Duration", + SUM(CAST("SpecialDay" AS REAL)) AS total_measure, + SUM(CAST("SpecialDay" AS REAL)) * 100.0 / SUM(SUM(CAST("SpecialDay" AS REAL))) OVER (PARTITION BY "Browser") AS share_within_group +FROM "m6" +GROUP BY "Browser", "ProductRelated_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a50b2501ded5d2fa2101c5432935017811b69aba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Browser\", \"ProductRelated_Duration\",\n SUM(CAST(\"SpecialDay\" AS REAL)) AS total_measure,\n SUM(CAST(\"SpecialDay\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"SpecialDay\" AS REAL))) OVER (PARTITION BY \"Browser\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Browser\", \"ProductRelated_Duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Browser\\\", \\\"ProductRelated_Duration\\\",\\n SUM(CAST(\\\"SpecialDay\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"SpecialDay\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"SpecialDay\\\" AS REAL))) OVER (PARTITION BY \\\"Browser\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\", \\\"ProductRelated_Duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Browser\", \"ProductRelated_Duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Browser\": \"12\", \"ProductRelated_Duration\": \"17\", \"total_measure\": 0.4, \"share_within_group\": 100.0}, {\"Browser\": \"7\", \"ProductRelated_Duration\": \"252\", \"total_measure\": 0.8, \"share_within_group\": 40.0}, {\"Browser\": \"7\", \"ProductRelated_Duration\": \"473.5\", \"total_measure\": 0.6, \"share_within_group\": 30.0}, {\"Browser\": \"7\", \"ProductRelated_Duration\": \"4086.144897\", \"total_measure\": 0.4, \"share_within_group\": 20.0}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"193.6666667\", \"total_measure\": 1.0, \"share_within_group\": 12.820512820512821}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"284\", \"total_measure\": 1.0, \"share_within_group\": 12.820512820512821}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"480.8571429\", \"total_measure\": 1.0, \"share_within_group\": 12.820512820512821}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"490.0833333\", \"total_measure\": 1.0, \"share_within_group\": 12.820512820512821}, {\"Browser\": \"1\", \"ProductRelated_Duration\": \"0\", \"total_measure\": 13.4, \"share_within_group\": 10.485133020344287}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"140\", \"total_measure\": 0.8, \"share_within_group\": 10.256410256410257}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"1445.6\", \"total_measure\": 1.0, \"share_within_group\": 10.204081632653061}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"547.5\", \"total_measure\": 1.0, \"share_within_group\": 10.204081632653061}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"674.5\", \"total_measure\": 1.0, \"share_within_group\": 10.204081632653061}, {\"Browser\": \"7\", \"ProductRelated_Duration\": \"911.5\", \"total_measure\": 0.2, \"share_within_group\": 10.0}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"1651.928571\", \"total_measure\": 1.0, \"share_within_group\": 8.196721311475411}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"1690.790351\", \"total_measure\": 1.0, \"share_within_group\": 8.196721311475411}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"114\", \"total_measure\": 0.8, \"share_within_group\": 8.16326530612245}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"1345.755952\", \"total_measure\": 0.8, \"share_within_group\": 8.16326530612245}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"1541.327451\", \"total_measure\": 0.8, \"share_within_group\": 8.16326530612245}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"1615\", \"total_measure\": 0.8, \"share_within_group\": 8.16326530612245}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"564.5\", \"total_measure\": 0.8, \"share_within_group\": 8.16326530612245}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"2071\", \"total_measure\": 0.6, \"share_within_group\": 7.6923076923076925}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"2635.61627\", \"total_measure\": 0.6, \"share_within_group\": 7.6923076923076925}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"55\", \"total_measure\": 0.6, \"share_within_group\": 7.6923076923076925}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"1320.5\", \"total_measure\": 0.8, \"share_within_group\": 6.557377049180328}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"197.3333333\", \"total_measure\": 0.8, \"share_within_group\": 6.557377049180328}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"547.5\", \"total_measure\": 0.8, \"share_within_group\": 6.557377049180328}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"587.6911765\", \"total_measure\": 0.8, \"share_within_group\": 6.557377049180328}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"765.4454545\", \"total_measure\": 0.8, \"share_within_group\": 6.557377049180328}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"990.9191176\", \"total_measure\": 0.8, \"share_within_group\": 6.557377049180328}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"264\", \"total_measure\": 0.6, \"share_within_group\": 6.122448979591836}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"683.0524892\", \"total_measure\": 0.6, \"share_within_group\": 6.122448979591836}, {\"Browser\": \"3\", \"ProductRelated_Duration\": \"724.1333333\", \"total_measure\": 0.6, \"share_within_group\": 6.122448979591836}, {\"Browser\": \"2\", \"ProductRelated_Duration\": \"0\", \"total_measure\": 30.6, \"share_within_group\": 6.030744974379187}, {\"Browser\": \"6\", \"ProductRelated_Duration\": \"107\", \"total_measure\": 1.0, \"share_within_group\": 5.882352941176471}, {\"Browser\": \"6\", \"ProductRelated_Duration\": \"1417.666667\", \"total_measure\": 1.0, \"share_within_group\": 5.882352941176471}, {\"Browser\": \"6\", \"ProductRelated_Duration\": \"143\", \"total_measure\": 1.0, \"share_within_group\": 5.882352941176471}, {\"Browser\": \"6\", \"ProductRelated_Duration\": \"1945.321429\", \"total_measure\": 1.0, \"share_within_group\": 5.882352941176471}, {\"Browser\": \"4\", \"ProductRelated_Duration\": \"0\", \"total_measure\": 2.4, \"share_within_group\": 5.6872037914691935}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"0\", \"total_measure\": 0.4, \"share_within_group\": 5.128205128205129}, {\"Browser\": \"8\", \"ProductRelated_Duration\": \"2529.166667\", \"total_measure\": 0.4, \"share_within_group\": 5.128205128205129}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"103\", \"total_measure\": 0.6, \"share_within_group\": 4.918032786885246}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"1189.458333\", \"total_measure\": 0.6, \"share_within_group\": 4.918032786885246}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"1248.133333\", \"total_measure\": 0.6, \"share_within_group\": 4.918032786885246}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"153\", \"total_measure\": 0.6, \"share_within_group\": 4.918032786885246}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"2081.5\", \"total_measure\": 0.6, \"share_within_group\": 4.918032786885246}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"3\", \"total_measure\": 0.6, \"share_within_group\": 4.918032786885246}, {\"Browser\": \"10\", \"ProductRelated_Duration\": \"783.25\", \"total_measure\": 0.6, \"share_within_group\": 4.918032786885246}, {\"Browser\": \"6\", \"ProductRelated_Duration\": \"1425.183333\", \"total_measure\": 0.8, \"share_within_group\": 4.705882352941177}, {\"Browser\": \"6\", \"ProductRelated_Duration\": \"1476.5\", \"total_measure\": 0.8, \"share_within_group\": 4.705882352941177}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 64.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5d8a0af077ab286f071f3eb9ad4ba7d659a7040f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:42:21.767958+00:00", + "ended_at": "2026-05-04T08:42:38.804866+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_beb16af28e6b7cab", + "problem_id": "v2p_m6_46bd59baf2796acc", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Browser, measure_col=SpecialDay.", + "bindings": { + "group_col": "Browser", + "measure_col": "SpecialDay", + "item_col": "ProductRelated_Duration", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=93" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_beb16af28e6b7cab.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_beb16af28e6b7cab", + "api_calls": 0, + "input_tokens": 22989, + "cached_input_tokens": 21888, + "output_tokens": 294, + "total_tokens": 23283, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2898, + "estimated_output_tokens": 165, + "estimated_total_tokens": 3063, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16940.89, + "sql_execution_elapsed_ms_total": 64.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_beb16af28e6b7cab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1c342be5b70bb1bb339488d81dd80da5e84bacb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_beb16af28e6b7cab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:42:38.731563+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16940.89, "started_at": "2026-05-04T08:42:21.771696+00:00", "ended_at": "2026-05-04T08:42:38.705766+00:00", "prompt_metrics": {"chars": 10826, "bytes_utf8": 10826, "lines": 314, "estimated_tokens": 2898}, "response_metrics": {"chars": 660, "bytes_utf8": 660, "lines": 1, "estimated_tokens": 165}, "usage": {"input_tokens": 22989, "cached_input_tokens": 21888, "output_tokens": 294}, "stderr_preview": "2026-05-04T08:42:22.027922Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:42:24.482724Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Month, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "Month", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ee8428a29b9db5b3c42befbb70f1f374fa70313 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-fbca-7203-a882-0249ea283944"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Month\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"Month\\\", target_col=\\\"VisitorType\\\", target_value='New_Visitor', min_support=4, and top_k=19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22983,"cached_input_tokens":21888,"output_tokens":185}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fd0c6be9d5d1ea468b3b74b1782573ad2dcf1fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Month\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Month\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"Month\", target_col=\"VisitorType\", target_value='New_Visitor', min_support=4, and top_k=19."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..679d251bf3e82d32c68961054b686982aecebfe2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:37.455715Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:39.897454Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:58:48.770194Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe7a32dc47e1eb209f2a54d5ef45d5391d5e653f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Month, target_col=VisitorType. +Result preview: [{"Month": "Sep", "support": 448, "focus_rate": 0.24107142857142858}, {"Month": "Oct", "support": 549, "focus_rate": 0.22586520947176686}, {"Month": "Dec", "support": 1727, "focus_rate": 0.19397799652576722}, {"Month": "Aug", "support": 433, "focus_rate": 0.16628175519630484}, {"Month": "Nov", "support": 2998, "focus_rate": 0.13975983989326218}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f24ca2eff8c9cca35e8cf9de21c61897673a70b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_bf3b6aa0118c14d9 +-- problem_id: v2p_m6_50e7cf0944d6ed82 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Month", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Month" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..965f0a476d671e8e2a22f09a8c76534a96f321f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Month\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Month\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Month\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\", \"columns\": [\"Month\", \"support\", \"focus_rate\"], \"rows\": [{\"Month\": \"Sep\", \"support\": 448, \"focus_rate\": 0.24107142857142858}, {\"Month\": \"Oct\", \"support\": 549, \"focus_rate\": 0.22586520947176686}, {\"Month\": \"Dec\", \"support\": 1727, \"focus_rate\": 0.19397799652576722}, {\"Month\": \"Aug\", \"support\": 433, \"focus_rate\": 0.16628175519630484}, {\"Month\": \"Nov\", \"support\": 2998, \"focus_rate\": 0.13975983989326218}, {\"Month\": \"Jul\", \"support\": 432, \"focus_rate\": 0.125}, {\"Month\": \"Mar\", \"support\": 1907, \"focus_rate\": 0.12165705296276874}, {\"Month\": \"June\", \"support\": 288, \"focus_rate\": 0.10416666666666667}, {\"Month\": \"May\", \"support\": 3364, \"focus_rate\": 0.09482758620689655}, {\"Month\": \"Feb\", \"support\": 184, \"focus_rate\": 0.005434782608695652}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.65}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9086dfcbdd3c261b9e435dff76cb283d058db5c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:58:37.230861+00:00", + "ended_at": "2026-05-04T08:58:49.679565+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_bf3b6aa0118c14d9", + "problem_id": "v2p_m6_50e7cf0944d6ed82", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Month, target_col=VisitorType.", + "bindings": { + "group_col": "Month", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_bf3b6aa0118c14d9.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_bf3b6aa0118c14d9", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 185, + "total_tokens": 23168, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3029, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12408.06, + "sql_execution_elapsed_ms_total": 8.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_bf3b6aa0118c14d9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52b70c639cb35f6ce56dd40dbf6a60bfd7300b2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:49.662413+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12408.06, "started_at": "2026-05-04T08:58:37.234726+00:00", "ended_at": "2026-05-04T08:58:49.643041+00:00", "prompt_metrics": {"chars": 10744, "bytes_utf8": 10744, "lines": 313, "estimated_tokens": 2894}, "response_metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 185}, "stderr_preview": "2026-05-04T08:58:37.455715Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:39.897454Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"Month\\\", target_col=\\\"VisitorType\\\", target_value='New_Visitor', min_support=4, and top_k=19.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..71ab2da5f48ff8139624f13af0efa7cad8cdaf8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf3b6aa0118c14d9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_bf3b6aa0118c14d9", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 185, + "total_tokens": 23168, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3029, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12408.06, + "sql_execution_elapsed_ms_total": 8.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_bf3b6aa0118c14d9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d611d01e0a8f7d1669a073011666d1eb756faf76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"BounceRates": "0", "support": 5518, "avg_response": 72.20567682247861}, {"BounceRates": "0.2", "support": 700, "avg_response": 0.0}, {"BounceRates": "0.066666667", "support": 134, "avg_response": 9.914179104477611}, {"BounceRates": "0.028571429", "support": 115, "avg_response": 19.307170461913046}, {"BounceRates": "0.05", "support": 113, "avg_response": 29.85070796460177}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d9ad8297668cac7e138bde4ec1651cc6f0e68e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_bf58e3d882f6dbe8 +-- problem_id: v2p_m6_16689e388ea9c7ce +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "BounceRates", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "BounceRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6b682baaf2c2efb880b2fe4aef129f3682d6eab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_bf58e3d882f6dbe8\n-- problem_id: v2p_m6_16689e388ea9c7ce\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"BounceRates\",\n COUNT(*) AS support,\n AVG(\"Administrative_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"BounceRates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_bf58e3d882f6dbe8\\n-- problem_id: v2p_m6_16689e388ea9c7ce\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"BounceRates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"BounceRates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"BounceRates\", \"support\", \"avg_response\"], \"rows\": [{\"BounceRates\": \"0\", \"support\": 5518, \"avg_response\": 72.20567682247861}, {\"BounceRates\": \"0.2\", \"support\": 700, \"avg_response\": 0.0}, {\"BounceRates\": \"0.066666667\", \"support\": 134, \"avg_response\": 9.914179104477611}, {\"BounceRates\": \"0.028571429\", \"support\": 115, \"avg_response\": 19.307170461913046}, {\"BounceRates\": \"0.05\", \"support\": 113, \"avg_response\": 29.85070796460177}, {\"BounceRates\": \"0.033333333\", \"support\": 101, \"avg_response\": 34.46208745871287}, {\"BounceRates\": \"0.025\", \"support\": 100, \"avg_response\": 38.4298690483}, {\"BounceRates\": \"0.016666667\", \"support\": 99, \"avg_response\": 45.16377391787879}, {\"BounceRates\": \"0.1\", \"support\": 98, \"avg_response\": 0.883673469387755}, {\"BounceRates\": \"0.04\", \"support\": 96, \"avg_response\": 23.13133680552083}, {\"BounceRates\": \"0.02\", \"support\": 91, \"avg_response\": 45.628715333296704}, {\"BounceRates\": \"0.022222222\", \"support\": 88, \"avg_response\": 42.433806818977274}, {\"BounceRates\": \"0.0125\", \"support\": 85, \"avg_response\": 58.86431372505882}, {\"BounceRates\": \"0.018181818\", \"support\": 81, \"avg_response\": 66.93004115222222}, {\"BounceRates\": \"0.015384615\", \"support\": 76, \"avg_response\": 57.58460192578947}, {\"BounceRates\": \"0.014285714\", \"support\": 73, \"avg_response\": 44.88011041123288}, {\"BounceRates\": \"0.008333333\", \"support\": 72, \"avg_response\": 85.96222332194445}, {\"BounceRates\": \"0.011111111\", \"support\": 62, \"avg_response\": 63.63915130580645}, {\"BounceRates\": \"0.01\", \"support\": 61, \"avg_response\": 62.49010538688525}, {\"BounceRates\": \"0.013333333\", \"support\": 54, \"avg_response\": 89.18025206}, {\"BounceRates\": \"0.007692308\", \"support\": 53, \"avg_response\": 102.63333333264151}, {\"BounceRates\": \"0.006666667\", \"support\": 51, \"avg_response\": 103.67401290515687}, {\"BounceRates\": \"0.00952381\", \"support\": 51, \"avg_response\": 82.55261437980391}, {\"BounceRates\": \"0.009090909\", \"support\": 47, \"avg_response\": 55.801621072978726}, {\"BounceRates\": \"0.010526316\", \"support\": 45, \"avg_response\": 86.04222222155555}, {\"BounceRates\": \"0.011764706\", \"support\": 44, \"avg_response\": 104.07870670931817}, {\"BounceRates\": \"0.005555556\", \"support\": 42, \"avg_response\": 83.0422619062619}, {\"BounceRates\": \"0.007407407\", \"support\": 39, \"avg_response\": 102.15515335205129}, {\"BounceRates\": \"0.007142857\", \"support\": 35, \"avg_response\": 107.70441022571428}, {\"BounceRates\": \"0.004545455\", \"support\": 34, \"avg_response\": 122.0620658252941}, {\"BounceRates\": \"0.00625\", \"support\": 32, \"avg_response\": 68.1110677103125}, {\"BounceRates\": \"0.005\", \"support\": 31, \"avg_response\": 74.56695991806453}, {\"BounceRates\": \"0.005128205\", \"support\": 30, \"avg_response\": 90.16356319033333}, {\"BounceRates\": \"0.036363636\", \"support\": 30, \"avg_response\": 87.12222223333333}, {\"BounceRates\": \"0.004347826\", \"support\": 29, \"avg_response\": 154.69791651724137}, {\"BounceRates\": \"0.004761905\", \"support\": 29, \"avg_response\": 134.40649425068966}, {\"BounceRates\": \"0.008695652\", \"support\": 29, \"avg_response\": 127.76725722}, {\"BounceRates\": \"0.005405405\", \"support\": 29, \"avg_response\": 73.22844827586206}, {\"BounceRates\": \"0.006451613\", \"support\": 28, \"avg_response\": 102.59767857607143}, {\"BounceRates\": \"0.044444444\", \"support\": 28, \"avg_response\": 37.63690476321428}, {\"BounceRates\": \"0.005263158\", \"support\": 27, \"avg_response\": 204.03005049407406}, {\"BounceRates\": \"0.004166667\", \"support\": 27, \"avg_response\": 146.43165783444445}, {\"BounceRates\": \"0.008\", \"support\": 26, \"avg_response\": 180.1278846126923}, {\"BounceRates\": \"0.006060606\", \"support\": 26, \"avg_response\": 176.6074786205}, {\"BounceRates\": \"0.005882353\", \"support\": 26, \"avg_response\": 112.65882741807692}, {\"BounceRates\": \"0.005714286\", \"support\": 26, \"avg_response\": 108.53317544346154}, {\"BounceRates\": \"0.026666667\", \"support\": 26, \"avg_response\": 50.31025640884615}, {\"BounceRates\": \"0.014814815\", \"support\": 25, \"avg_response\": 39.0487380956}, {\"BounceRates\": \"0.057142857\", \"support\": 24, \"avg_response\": 22.823611111250003}, {\"BounceRates\": \"0.08\", \"support\": 24, \"avg_response\": 5.7444444458333335}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.59}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7c6f10d48b557dcbfae8a4a525182fea6bd39a07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.454014+00:00", + "ended_at": "2026-05-04T09:03:22.470572+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_bf58e3d882f6dbe8", + "problem_id": "v2p_m6_16689e388ea9c7ce", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative_Duration, key_col=BounceRates.", + "bindings": { + "key_col": "BounceRates", + "measure_col": "Administrative_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=19", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 19, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_bf58e3d882f6dbe8.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e504221da42cb212075bed333f5f3bbd881788f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10926, "bytes_utf8": 10926, "lines": 317, "estimated_tokens": 2897}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1128, "bytes_utf8": 1128, "lines": 1, "estimated_tokens": 319}, "usage": {"input_tokens": 22988, "cached_input_tokens": 21888, "output_tokens": 427}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 11904, "bytes_utf8": 11904, "lines": 321, "estimated_tokens": 3183}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 989, "bytes_utf8": 989, "lines": 1, "estimated_tokens": 305}, "usage": {"input_tokens": 23274, "cached_input_tokens": 21888, "output_tokens": 519}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a259f1fe79dc0b1fc063aefe6574498faef7ceb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_bf871b6ed8a5bc39", + "api_calls": 0, + "input_tokens": 46262, + "cached_input_tokens": 43776, + "output_tokens": 946, + "total_tokens": 47208, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 6080, + "estimated_output_tokens": 624, + "estimated_total_tokens": 6704, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35834.45, + "sql_execution_elapsed_ms_total": 4.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_bf871b6ed8a5bc39\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..61e9726ac445568174cd51f766a99cf29aee68a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:46:00.600122+00:00", + "ended_at": "2026-05-04T08:46:17.334126+00:00", + "elapsed_ms": 16734.12, + "prompt_metrics": { + "chars": 10926, + "bytes_utf8": 10926, + "lines": 317, + "estimated_tokens": 2897 + }, + "stdout_metrics": { + "chars": 1588, + "bytes_utf8": 1588, + "lines": 4, + "estimated_tokens": 504 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13211 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1128, + "bytes_utf8": 1128, + "lines": 1, + "estimated_tokens": 319 + }, + "usage": { + "input_tokens": 22988, + "cached_input_tokens": 21888, + "output_tokens": 427 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_attempt_2.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..45335b179076444c9d7a736fbcfe38d7aadabdad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:46:17.355419+00:00", + "ended_at": "2026-05-04T08:46:36.455859+00:00", + "elapsed_ms": 19100.33, + "prompt_metrics": { + "chars": 11904, + "bytes_utf8": 11904, + "lines": 321, + "estimated_tokens": 3183 + }, + "stdout_metrics": { + "chars": 1443, + "bytes_utf8": 1443, + "lines": 4, + "estimated_tokens": 485 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13251 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 989, + "bytes_utf8": 989, + "lines": 1, + "estimated_tokens": 305 + }, + "usage": { + "input_tokens": 23274, + "cached_input_tokens": 21888, + "output_tokens": 519 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f7ba34eaa37e4a944c3de3a8424a47ce2f21b02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,317 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Informational, measure_col=Informational, condition_col=SpecialDay.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Informational", + "measure_col": "Informational", + "condition_col": "SpecialDay", + "condition_value": "0.6", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..29173942ef58bb6401fa9aa18d539a281a0fa686 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,321 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Informational, measure_col=Informational, condition_col=SpecialDay.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Informational", + "measure_col": "Informational", + "condition_col": "SpecialDay", + "condition_value": "0.6", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Informational\" AS \"group_col\",\n CAST(\"Informational\" AS REAL) AS \"measure_col\"\n FROM \"m6\"\n WHERE \"SpecialDay\" = '0.6'\n), \"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"group_col\" AS \"Informational\",\n \"measure_col\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..04c4e09714c55ecf455e83e77140bbee4fa61211 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22a-7040-7003-b97e-1f1b5b89ece9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Informational\\\" AS \\\"group_col\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" = '0.6'\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"picked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"Informational\\\",\\n \\\"measure_col\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"Informational\\\" group after filtering rows where \\\"SpecialDay\\\" = '0.6'. Numeric comparison and ordering are handled by CAST(... AS REAL) because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22988,"cached_input_tokens":21888,"output_tokens":427}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..917c8aa639793bdebe5c89aedd9611b00aba479b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Informational\" AS \"group_col\",\n CAST(\"Informational\" AS REAL) AS \"measure_col\"\n FROM \"m6\"\n WHERE \"SpecialDay\" = '0.6'\n), \"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"group_col\" AS \"Informational\",\n \"measure_col\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \"Informational\" group after filtering rows where \"SpecialDay\" = '0.6'. Numeric comparison and ordering are handled by CAST(... AS REAL) because the schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7da5984cb3ac1a65b768b360db3f0ae09d9d575a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22a-b1b2-78b0-b4cb-adeaa148fb0b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Informational\\\" AS \\\"group_col\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" = '0.6'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((9 * \\\"cnt\\\") + 9) / 10 AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"Informational\\\",\\n \\\"measure_col\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL(0.9 * cnt) with SQLite-safe integer arithmetic: ((9 * cnt) + 9) / 10, which computes ceil(0.9 * cnt) for positive counts.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23274,"cached_input_tokens":21888,"output_tokens":519}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbae32715fcbec3bad53cea38ae0ae5835def10c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Informational\" AS \"group_col\",\n CAST(\"Informational\" AS REAL) AS \"measure_col\"\n FROM \"m6\"\n WHERE \"SpecialDay\" = '0.6'\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n \"rn\",\n \"cnt\",\n ((9 * \"cnt\") + 9) / 10 AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"group_col\" AS \"Informational\",\n \"measure_col\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported CEIL(0.9 * cnt) with SQLite-safe integer arithmetic: ((9 * cnt) + 9) / 10, which computes ceil(0.9 * cnt) for positive counts."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e388187a257236ee4f3c3758313ceaae32ec69c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:46:00.821568Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:46:04.434344Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:46:16.483446Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b83d58f6d13c1636cde796ed0b5a7eb9d924671b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:46:17.609377Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:46:20.193192Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:46:35.790354Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7274089693224f43d1797955861f26fdec0cdfc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Informational, measure_col=Informational, condition_col=SpecialDay. +Result preview: [{"Informational": "12", "conditional_percentile": 12.0}, {"Informational": "9", "conditional_percentile": 9.0}, {"Informational": "6", "conditional_percentile": 6.0}, {"Informational": "5", "conditional_percentile": 5.0}, {"Informational": "4", "conditional_percentile": 4.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8e79ca7a6ee1874e07f58855b5c303ece2bb3308 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_bf871b6ed8a5bc39 +-- problem_id: v2p_m6_353f7487c6887445 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Informational" AS "group_col", + CAST("Informational" AS REAL) AS "measure_col" + FROM "m6" + WHERE "SpecialDay" = '0.6' +), "ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_col") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), "picked" AS ( + SELECT + "group_col", + "measure_col", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "group_col" AS "Informational", + "measure_col" AS "conditional_percentile" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..223c27043b90e25dabac50e41395a98fdfaef533 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Informational\" AS \"group_col\",\n CAST(\"Informational\" AS REAL) AS \"measure_col\"\n FROM \"m6\"\n WHERE \"SpecialDay\" = '0.6'\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n \"rn\",\n \"cnt\",\n ((9 * \"cnt\") + 9) / 10 AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"group_col\" AS \"Informational\",\n \"measure_col\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Informational\\\" AS \\\"group_col\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" = '0.6'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((9 * \\\"cnt\\\") + 9) / 10 AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"Informational\\\",\\n \\\"measure_col\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Informational\", \"conditional_percentile\"], \"rows\": [{\"Informational\": \"12\", \"conditional_percentile\": 12.0}, {\"Informational\": \"9\", \"conditional_percentile\": 9.0}, {\"Informational\": \"6\", \"conditional_percentile\": 6.0}, {\"Informational\": \"5\", \"conditional_percentile\": 5.0}, {\"Informational\": \"4\", \"conditional_percentile\": 4.0}, {\"Informational\": \"3\", \"conditional_percentile\": 3.0}, {\"Informational\": \"2\", \"conditional_percentile\": 2.0}, {\"Informational\": \"1\", \"conditional_percentile\": 1.0}, {\"Informational\": \"0\", \"conditional_percentile\": 0.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2ebbe8dc28fdc8689cb6f45a3538813cbbe638a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:46:00.586733+00:00", + "ended_at": "2026-05-04T08:46:36.490349+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_bf871b6ed8a5bc39", + "problem_id": "v2p_m6_353f7487c6887445", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Informational, measure_col=Informational, condition_col=SpecialDay.", + "bindings": { + "group_col": "Informational", + "measure_col": "Informational", + "condition_col": "SpecialDay", + "condition_value": "0.6", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_bf871b6ed8a5bc39.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_bf871b6ed8a5bc39", + "api_calls": 0, + "input_tokens": 46262, + "cached_input_tokens": 43776, + "output_tokens": 946, + "total_tokens": 47208, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 6080, + "estimated_output_tokens": 624, + "estimated_total_tokens": 6704, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35834.45, + "sql_execution_elapsed_ms_total": 4.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_bf871b6ed8a5bc39\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29a11ac28aa1544e2bd661bade0fd556de644577 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bf871b6ed8a5bc39/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:46:17.351918+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16734.12, "started_at": "2026-05-04T08:46:00.600122+00:00", "ended_at": "2026-05-04T08:46:17.334126+00:00", "prompt_metrics": {"chars": 10926, "bytes_utf8": 10926, "lines": 317, "estimated_tokens": 2897}, "response_metrics": {"chars": 1128, "bytes_utf8": 1128, "lines": 1, "estimated_tokens": 319}, "usage": {"input_tokens": 22988, "cached_input_tokens": 21888, "output_tokens": 427}, "stderr_preview": "2026-05-04T08:46:00.821568Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:46:04.434344Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Informational, condition_col=VisitorType.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Informational", + "condition_col": "VisitorType", + "condition_value": "Returning_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffacea7eb086efed44321986a6c92d85ab76336b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-10e4-7533-9065-d373fdd20e1d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Informational\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col bound to \\\"Informational\\\" and condition_col bound to \\\"VisitorType\\\". Kept the query SQLite-compatible and quoted identifiers with double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22937,"cached_input_tokens":19840,"output_tokens":126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f92064a5feeaa6db1efa4750d87ae8a2ff1225f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Informational\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Informational\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col bound to \"Informational\" and condition_col bound to \"VisitorType\". Kept the query SQLite-compatible and quoted identifiers with double quotes."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..227ee579cd536dd348b13892e87502087be9015d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:24.508004Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:26.907458Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:36.878713Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7fe0aadfe6ce27f5d7e7fc46e0c7cc848521830 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Informational, condition_col=VisitorType. +Result preview: [{"Informational": "8", "condition_rate": 1.0}, {"Informational": "24", "condition_rate": 1.0}, {"Informational": "16", "condition_rate": 1.0}, {"Informational": "14", "condition_rate": 1.0}, {"Informational": "13", "condition_rate": 1.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0370259786927955172fca9a216b1e4fd8a804a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_bfa81eac360310de +-- problem_id: v2p_m6_6a844d398e6d2ae8 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Informational" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..828f49a8595c36840f8b4708e0f045649c6e4a26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Informational\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Informational\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Informational\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Informational\", \"condition_rate\"], \"rows\": [{\"Informational\": \"8\", \"condition_rate\": 1.0}, {\"Informational\": \"24\", \"condition_rate\": 1.0}, {\"Informational\": \"16\", \"condition_rate\": 1.0}, {\"Informational\": \"14\", \"condition_rate\": 1.0}, {\"Informational\": \"13\", \"condition_rate\": 1.0}, {\"Informational\": \"12\", \"condition_rate\": 1.0}, {\"Informational\": \"11\", \"condition_rate\": 1.0}, {\"Informational\": \"7\", \"condition_rate\": 0.9722222222222222}, {\"Informational\": \"5\", \"condition_rate\": 0.9393939393939394}, {\"Informational\": \"9\", \"condition_rate\": 0.9333333333333333}, {\"Informational\": \"3\", \"condition_rate\": 0.9263157894736842}, {\"Informational\": \"6\", \"condition_rate\": 0.9230769230769231}, {\"Informational\": \"1\", \"condition_rate\": 0.8847262247838616}, {\"Informational\": \"4\", \"condition_rate\": 0.8828828828828829}, {\"Informational\": \"2\", \"condition_rate\": 0.8763736263736264}, {\"Informational\": \"10\", \"condition_rate\": 0.8571428571428571}, {\"Informational\": \"0\", \"condition_rate\": 0.8453448809155583}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.96}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e5b4314af00034741dc77b33da0bdaef8a9f8c56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:31:24.191291+00:00", + "ended_at": "2026-05-04T08:31:38.040086+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_bfa81eac360310de", + "problem_id": "v2p_m6_6a844d398e6d2ae8", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Informational, condition_col=VisitorType.", + "bindings": { + "group_col": "Informational", + "condition_col": "VisitorType", + "condition_value": "Returning_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_bfa81eac360310de.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_bfa81eac360310de", + "api_calls": 0, + "input_tokens": 22937, + "cached_input_tokens": 19840, + "output_tokens": 126, + "total_tokens": 23063, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2846, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2956, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13811.48, + "sql_execution_elapsed_ms_total": 7.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_bfa81eac360310de\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cdc136773ce953abc4b36c5746e28941ef22e8cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_bfa81eac360310de/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:31:38.023096+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13811.48, "started_at": "2026-05-04T08:31:24.194752+00:00", "ended_at": "2026-05-04T08:31:38.006394+00:00", "prompt_metrics": {"chars": 10691, "bytes_utf8": 10691, "lines": 315, "estimated_tokens": 2846}, "response_metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22937, "cached_input_tokens": 19840, "output_tokens": 126}, "stderr_preview": "2026-05-04T08:31:24.508004Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:26.907458Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=Region.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "Region", + "predicate_col": "Revenue", + "predicate_op": "=", + "predicate_value": "TRUE", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa798c4872a9a3a561c1ea6ff955bb2c679c1202 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-3c75-7e90-9f1e-816b0044fa27"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Region\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE \\\"Revenue\\\" = 'TRUE'\\nGROUP BY \\\"Region\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"Region\\\" and predicate_col bound to \\\"Revenue\\\" = 'TRUE'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22913,"cached_input_tokens":19840,"output_tokens":117}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d471b22e2a4a96cb89aa051fa1ed45dbb9c158da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Region\", COUNT(*) AS support\nFROM \"m6\"\nWHERE \"Revenue\" = 'TRUE'\nGROUP BY \"Region\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"Region\" and predicate_col bound to \"Revenue\" = 'TRUE'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b97abc7b07a5ddcab27fcf87bf5c22936b8b1de2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:55.978470Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:58.313440Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:05.475841Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f37f225ed012577a43e7b824c6418be7a01c6e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=Region. +Result preview: [{"Region": "1", "support": 771}, {"Region": "3", "support": 349}, {"Region": "2", "support": 188}, {"Region": "4", "support": 175}, {"Region": "7", "support": 119}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fc3e26a21bea82a37e40d883a81e5c42f6a0e28f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_c0bbd512dea12315 +-- problem_id: v2p_m6_a0e484195061a0d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", COUNT(*) AS support +FROM "m6" +WHERE "Revenue" = 'TRUE' +GROUP BY "Region" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..560582388f3a0d29e4feeffc0e47f1f0090e46f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Region\", COUNT(*) AS support\nFROM \"m6\"\nWHERE \"Revenue\" = 'TRUE'\nGROUP BY \"Region\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Region\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE \\\"Revenue\\\" = 'TRUE'\\nGROUP BY \\\"Region\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"Region\", \"support\"], \"rows\": [{\"Region\": \"1\", \"support\": 771}, {\"Region\": \"3\", \"support\": 349}, {\"Region\": \"2\", \"support\": 188}, {\"Region\": \"4\", \"support\": 175}, {\"Region\": \"7\", \"support\": 119}, {\"Region\": \"6\", \"support\": 112}, {\"Region\": \"9\", \"support\": 86}, {\"Region\": \"8\", \"support\": 56}, {\"Region\": \"5\", \"support\": 52}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fd39a0529b76666752e85b2aa5926ba6e449b32e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:11:55.735038+00:00", + "ended_at": "2026-05-04T08:12:06.305883+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_c0bbd512dea12315", + "problem_id": "v2p_m6_a0e484195061a0d3", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=Region.", + "bindings": { + "group_col": "Region", + "predicate_col": "Revenue", + "predicate_op": "=", + "predicate_value": "TRUE", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_c0bbd512dea12315.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_c0bbd512dea12315", + "api_calls": 0, + "input_tokens": 22913, + "cached_input_tokens": 19840, + "output_tokens": 117, + "total_tokens": 23030, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2824, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2923, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10529.65, + "sql_execution_elapsed_ms_total": 5.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_c0bbd512dea12315\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f1cdd36e4b2ea1be97183fc97b16741c1ec6fc5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c0bbd512dea12315/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:06.290803+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10529.65, "started_at": "2026-05-04T08:11:55.741755+00:00", "ended_at": "2026-05-04T08:12:06.271690+00:00", "prompt_metrics": {"chars": 10579, "bytes_utf8": 10579, "lines": 314, "estimated_tokens": 2824}, "response_metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22913, "cached_input_tokens": 19840, "output_tokens": 117}, "stderr_preview": "2026-05-04T08:11:55.978470Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:58.313440Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=VisitorType, condition_col=Weekend.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "VisitorType", + "condition_col": "Weekend", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..02eebeaf5442429137290f6d72dd7c0f51ec9610 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-c58e-7742-915b-53e255bc25e3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"VisitorType\\\",\\n AVG(CASE WHEN \\\"Weekend\\\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col=\\\"VisitorType\\\" and condition_col=\\\"Weekend\\\", measuring the within-group proportion of rows where Weekend is TRUE.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22930,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a46d50d20abd4a52b9f598df532f071f23cd4a81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"VisitorType\",\n AVG(CASE WHEN \"Weekend\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY condition_rate DESC;","notes":"Uses the planned Grouped Condition Rate template with group_col=\"VisitorType\" and condition_col=\"Weekend\", measuring the within-group proportion of rows where Weekend is TRUE."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e052170f98b6c716ee12c086d66bebbf65d2156 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:59.623967Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:01.922753Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:09.186249Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e6469b5f46c79aa58c1ba9af566d2f572fb1306 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=VisitorType, condition_col=Weekend. +Result preview: [{"VisitorType": "New_Visitor", "condition_rate": 0.2827626918536009}, {"VisitorType": "Returning_Visitor", "condition_rate": 0.2257605914131362}, {"VisitorType": "Other", "condition_rate": 0.08235294117647059}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f6c335afed290222538c917aac08154223686ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_c3be9d0723656627 +-- problem_id: v2p_m6_22082f0dfac8e3a7 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", + AVG(CASE WHEN "Weekend" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "VisitorType" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6322f650ff7d9eda7a2a0acc072d71a62a2269d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"VisitorType\",\n AVG(CASE WHEN \"Weekend\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"VisitorType\\\",\\n AVG(CASE WHEN \\\"Weekend\\\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"VisitorType\", \"condition_rate\"], \"rows\": [{\"VisitorType\": \"New_Visitor\", \"condition_rate\": 0.2827626918536009}, {\"VisitorType\": \"Returning_Visitor\", \"condition_rate\": 0.2257605914131362}, {\"VisitorType\": \"Other\", \"condition_rate\": 0.08235294117647059}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.59}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3d7b74f6821263f1d5cc31263ba5934e34c11290 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:29:59.434568+00:00", + "ended_at": "2026-05-04T08:30:09.844937+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_c3be9d0723656627", + "problem_id": "v2p_m6_22082f0dfac8e3a7", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=VisitorType, condition_col=Weekend.", + "bindings": { + "group_col": "VisitorType", + "condition_col": "Weekend", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_c3be9d0723656627.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_c3be9d0723656627", + "api_calls": 0, + "input_tokens": 22930, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 23054, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2839, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2939, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10370.35, + "sql_execution_elapsed_ms_total": 9.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_c3be9d0723656627\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32947f6ab7146b97f4205d6bad690fb743365230 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c3be9d0723656627/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:09.826068+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10370.35, "started_at": "2026-05-04T08:29:59.437799+00:00", "ended_at": "2026-05-04T08:30:09.808366+00:00", "prompt_metrics": {"chars": 10655, "bytes_utf8": 10655, "lines": 315, "estimated_tokens": 2839}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22930, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:29:59.623967Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:01.922753Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Informational, measure_col=Informational, condition_col=SpecialDay.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Informational", + "measure_col": "Informational", + "condition_col": "SpecialDay", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6604f403fe52cf22655b94be4254813ff64b7231 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df229-dd4e-79d2-8721-55b13af71600"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Informational\\\" AS \\\"group_value\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" = '0'\\n AND \\\"Informational\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_value\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_value\\\"\\n ) AS \\\"n\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"group_value\\\",\\n (1.0 + 0.95 * (\\\"n\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.95 * (\\\"n\\\" - 1)) AS INT) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + 0.95 * (\\\"n\\\" - 1)) = CAST((1.0 + 0.95 * (\\\"n\\\" - 1)) AS INT)\\n THEN CAST((1.0 + 0.95 * (\\\"n\\\" - 1)) AS INT)\\n ELSE CAST((1.0 + 0.95 * (\\\"n\\\" - 1)) AS INT) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"group_value\\\" AS \\\"Informational\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lower_rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure_value\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure_value\\\" END) +\\n (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lower_rn\\\") * (\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"r\\\".\\\"measure_value\\\" END) -\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure_value\\\" END)\\n )\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\" AS \\\"r\\\"\\nJOIN \\\"params\\\" AS \\\"p\\\"\\n ON \\\"r\\\".\\\"group_value\\\" = \\\"p\\\".\\\"group_value\\\"\\nGROUP BY\\n \\\"p\\\".\\\"group_value\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 0.95 continuous percentile with window functions and linear interpolation. \\\"Informational\\\" is stored as TEXT in the schema snapshot, so it is CAST to REAL for ordering and percentile calculation, while filtering uses \\\"SpecialDay\\\" = '0'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22985,"cached_input_tokens":21888,"output_tokens":1542}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..282c230b59f968dbdb7661aab75f6d85cf20d227 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Informational\" AS \"group_value\",\n CAST(\"Informational\" AS REAL) AS \"measure_value\"\n FROM \"m6\"\n WHERE \"SpecialDay\" = '0'\n AND \"Informational\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_value\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_value\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_value\"\n ) AS \"n\"\n FROM \"filtered\"\n),\n\"params\" AS (\n SELECT DISTINCT\n \"group_value\",\n (1.0 + 0.95 * (\"n\" - 1)) AS \"pos\",\n CAST((1.0 + 0.95 * (\"n\" - 1)) AS INT) AS \"lower_rn\",\n CASE\n WHEN (1.0 + 0.95 * (\"n\" - 1)) = CAST((1.0 + 0.95 * (\"n\" - 1)) AS INT)\n THEN CAST((1.0 + 0.95 * (\"n\" - 1)) AS INT)\n ELSE CAST((1.0 + 0.95 * (\"n\" - 1)) AS INT) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"p\".\"group_value\" AS \"Informational\",\n CASE\n WHEN \"p\".\"lower_rn\" = \"p\".\"upper_rn\" THEN\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure_value\" END)\n ELSE\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure_value\" END) +\n (\"p\".\"pos\" - \"p\".\"lower_rn\") * (\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"upper_rn\" THEN \"r\".\"measure_value\" END) -\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure_value\" END)\n )\n END AS \"conditional_percentile\"\nFROM \"ranked\" AS \"r\"\nJOIN \"params\" AS \"p\"\n ON \"r\".\"group_value\" = \"p\".\"group_value\"\nGROUP BY\n \"p\".\"group_value\",\n \"p\".\"pos\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the 0.95 continuous percentile with window functions and linear interpolation. \"Informational\" is stored as TEXT in the schema snapshot, so it is CAST to REAL for ordering and percentile calculation, while filtering uses \"SpecialDay\" = '0'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..287484a5d0fa5f9e6f77387fc7071e768572e09c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:45:23.238590Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:45:25.708087Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:45:59.711973Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..305b14120ff87011160b0451c896b5f2a570a39a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Informational, measure_col=Informational, condition_col=SpecialDay. +Result preview: [{"Informational": "24", "conditional_percentile": 24.0}, {"Informational": "16", "conditional_percentile": 16.0}, {"Informational": "14", "conditional_percentile": 14.0}, {"Informational": "13", "conditional_percentile": 13.0}, {"Informational": "12", "conditional_percentile": 12.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..151f46e76c6b821fab845f9a56c5796846b1d7be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/generated_sql.sql @@ -0,0 +1,67 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_c48c6e08b2aa1754 +-- problem_id: v2p_m6_54b702d631ea497c +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Informational" AS "group_value", + CAST("Informational" AS REAL) AS "measure_value" + FROM "m6" + WHERE "SpecialDay" = '0' + AND "Informational" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_value", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "group_value" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "group_value" + ) AS "n" + FROM "filtered" +), +"params" AS ( + SELECT DISTINCT + "group_value", + (1.0 + 0.95 * ("n" - 1)) AS "pos", + CAST((1.0 + 0.95 * ("n" - 1)) AS INT) AS "lower_rn", + CASE + WHEN (1.0 + 0.95 * ("n" - 1)) = CAST((1.0 + 0.95 * ("n" - 1)) AS INT) + THEN CAST((1.0 + 0.95 * ("n" - 1)) AS INT) + ELSE CAST((1.0 + 0.95 * ("n" - 1)) AS INT) + 1 + END AS "upper_rn" + FROM "ranked" +) +SELECT + "p"."group_value" AS "Informational", + CASE + WHEN "p"."lower_rn" = "p"."upper_rn" THEN + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."measure_value" END) + ELSE + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."measure_value" END) + + ("p"."pos" - "p"."lower_rn") * ( + MAX(CASE WHEN "r"."rn" = "p"."upper_rn" THEN "r"."measure_value" END) - + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."measure_value" END) + ) + END AS "conditional_percentile" +FROM "ranked" AS "r" +JOIN "params" AS "p" + ON "r"."group_value" = "p"."group_value" +GROUP BY + "p"."group_value", + "p"."pos", + "p"."lower_rn", + "p"."upper_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98ac1e0c76bf0887ce2d6043cefa616120d8fbd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Informational\" AS \"group_value\",\n CAST(\"Informational\" AS REAL) AS \"measure_value\"\n FROM \"m6\"\n WHERE \"SpecialDay\" = '0'\n AND \"Informational\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_value\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_value\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_value\"\n ) AS \"n\"\n FROM \"filtered\"\n),\n\"params\" AS (\n SELECT DISTINCT\n \"group_value\",\n (1.0 + 0.95 * (\"n\" - 1)) AS \"pos\",\n CAST((1.0 + 0.95 * (\"n\" - 1)) AS INT) AS \"lower_rn\",\n CASE\n WHEN (1.0 + 0.95 * (\"n\" - 1)) = CAST((1.0 + 0.95 * (\"n\" - 1)) AS INT)\n THEN CAST((1.0 + 0.95 * (\"n\" - 1)) AS INT)\n ELSE CAST((1.0 + 0.95 * (\"n\" - 1)) AS INT) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"p\".\"group_value\" AS \"Informational\",\n CASE\n WHEN \"p\".\"lower_rn\" = \"p\".\"upper_rn\" THEN\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure_value\" END)\n ELSE\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure_value\" END) +\n (\"p\".\"pos\" - \"p\".\"lower_rn\") * (\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"upper_rn\" THEN \"r\".\"measure_value\" END) -\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure_value\" END)\n )\n END AS \"conditional_percentile\"\nFROM \"ranked\" AS \"r\"\nJOIN \"params\" AS \"p\"\n ON \"r\".\"group_value\" = \"p\".\"group_value\"\nGROUP BY\n \"p\".\"group_value\",\n \"p\".\"pos\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Informational\\\" AS \\\"group_value\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" = '0'\\n AND \\\"Informational\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_value\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_value\\\"\\n ) AS \\\"n\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"group_value\\\",\\n (1.0 + 0.95 * (\\\"n\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.95 * (\\\"n\\\" - 1)) AS INT) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + 0.95 * (\\\"n\\\" - 1)) = CAST((1.0 + 0.95 * (\\\"n\\\" - 1)) AS INT)\\n THEN CAST((1.0 + 0.95 * (\\\"n\\\" - 1)) AS INT)\\n ELSE CAST((1.0 + 0.95 * (\\\"n\\\" - 1)) AS INT) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"group_value\\\" AS \\\"Informational\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lower_rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure_value\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure_value\\\" END) +\\n (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lower_rn\\\") * (\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"r\\\".\\\"measure_value\\\" END) -\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure_value\\\" END)\\n )\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\" AS \\\"r\\\"\\nJOIN \\\"params\\\" AS \\\"p\\\"\\n ON \\\"r\\\".\\\"group_value\\\" = \\\"p\\\".\\\"group_value\\\"\\nGROUP BY\\n \\\"p\\\".\\\"group_value\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Informational\", \"conditional_percentile\"], \"rows\": [{\"Informational\": \"24\", \"conditional_percentile\": 24.0}, {\"Informational\": \"16\", \"conditional_percentile\": 16.0}, {\"Informational\": \"14\", \"conditional_percentile\": 14.0}, {\"Informational\": \"13\", \"conditional_percentile\": 13.0}, {\"Informational\": \"12\", \"conditional_percentile\": 12.0}, {\"Informational\": \"10\", \"conditional_percentile\": 10.0}, {\"Informational\": \"9\", \"conditional_percentile\": 9.0}, {\"Informational\": \"8\", \"conditional_percentile\": 8.0}, {\"Informational\": \"7\", \"conditional_percentile\": 7.0}, {\"Informational\": \"6\", \"conditional_percentile\": 6.0}, {\"Informational\": \"5\", \"conditional_percentile\": 5.0}, {\"Informational\": \"4\", \"conditional_percentile\": 4.0}, {\"Informational\": \"3\", \"conditional_percentile\": 3.0}, {\"Informational\": \"2\", \"conditional_percentile\": 2.0}, {\"Informational\": \"1\", \"conditional_percentile\": 1.0}, {\"Informational\": \"0\", \"conditional_percentile\": 0.0}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 82.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eabc1d45c991e3a735b88798b707ec865e765079 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:45:22.988051+00:00", + "ended_at": "2026-05-04T08:46:00.586733+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_c48c6e08b2aa1754", + "problem_id": "v2p_m6_54b702d631ea497c", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Informational, measure_col=Informational, condition_col=SpecialDay.", + "bindings": { + "group_col": "Informational", + "measure_col": "Informational", + "condition_col": "SpecialDay", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_c48c6e08b2aa1754.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_c48c6e08b2aa1754", + "api_calls": 0, + "input_tokens": 22985, + "cached_input_tokens": 21888, + "output_tokens": 1542, + "total_tokens": 24527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 711, + "estimated_total_tokens": 3605, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37489.52, + "sql_execution_elapsed_ms_total": 82.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_c48c6e08b2aa1754\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53cea6b4e9d61952a1051c428bb1c1e0ba461800 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c48c6e08b2aa1754/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:46:00.499071+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 37489.52, "started_at": "2026-05-04T08:45:22.992111+00:00", "ended_at": "2026-05-04T08:46:00.481185+00:00", "prompt_metrics": {"chars": 10922, "bytes_utf8": 10922, "lines": 317, "estimated_tokens": 2894}, "response_metrics": {"chars": 2121, "bytes_utf8": 2121, "lines": 1, "estimated_tokens": 711}, "usage": {"input_tokens": 22985, "cached_input_tokens": 21888, "output_tokens": 1542}, "stderr_preview": "2026-05-04T08:45:23.238590Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:45:25.708087Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=VisitorType, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "VisitorType", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a495c6ad7c6b14acbc99049ad1d9971ad9f8d0f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-11cf-7543-a03f-3c3705e313f9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"VisitorType\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"VisitorType\\\" and target_col=\\\"VisitorType\\\" exactly as bound.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22985,"cached_input_tokens":21888,"output_tokens":176}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d043b355f77b6d60d49f86a058eb9c386ffb2309 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"VisitorType\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Applied the provided Tail Target-Rate Extremes template with group_col=\"VisitorType\" and target_col=\"VisitorType\" exactly as bound."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9a19465cfb9b990db0c721d9b0ef3cafa05c316 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:00:54.151994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:00:56.512157Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:04.380329Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc52127a351ab2556b9db1f335fa7fd04f85f63d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=VisitorType, target_col=VisitorType. +Result preview: [{"VisitorType": "Returning_Visitor", "support": 10551, "focus_rate": 1.0}, {"VisitorType": "Other", "support": 85, "focus_rate": 0.0}, {"VisitorType": "New_Visitor", "support": 1694, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..39778ed6eba2ea4e9787f30d7badefaedc899747 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_c4932a020df55cc6 +-- problem_id: v2p_m6_df6ca11f62462d55 +-- realization_mode: agent +-- source_kind: agent +SELECT + "VisitorType", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "VisitorType" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fbde612854eb1c7a047941670d11262f41264f03 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"VisitorType\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"VisitorType\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\", \"columns\": [\"VisitorType\", \"support\", \"focus_rate\"], \"rows\": [{\"VisitorType\": \"Returning_Visitor\", \"support\": 10551, \"focus_rate\": 1.0}, {\"VisitorType\": \"Other\", \"support\": 85, \"focus_rate\": 0.0}, {\"VisitorType\": \"New_Visitor\", \"support\": 1694, \"focus_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0f4f969ce8ccd723456c3f98766a38d5ea7f2d75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:00:53.959222+00:00", + "ended_at": "2026-05-04T09:01:05.349558+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_c4932a020df55cc6", + "problem_id": "v2p_m6_df6ca11f62462d55", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=VisitorType, target_col=VisitorType.", + "bindings": { + "group_col": "VisitorType", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=129" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_c4932a020df55cc6.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_c4932a020df55cc6", + "api_calls": 0, + "input_tokens": 22985, + "cached_input_tokens": 21888, + "output_tokens": 176, + "total_tokens": 23161, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 125, + "estimated_total_tokens": 3021, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11349.48, + "sql_execution_elapsed_ms_total": 8.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_c4932a020df55cc6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd6be966619fcc801d8f548f2e7bc3344b8adec5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:05.333459+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11349.48, "started_at": "2026-05-04T09:00:53.963336+00:00", "ended_at": "2026-05-04T09:01:05.312931+00:00", "prompt_metrics": {"chars": 10764, "bytes_utf8": 10764, "lines": 313, "estimated_tokens": 2896}, "response_metrics": {"chars": 461, "bytes_utf8": 461, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22985, "cached_input_tokens": 21888, "output_tokens": 176}, "stderr_preview": "2026-05-04T09:00:54.151994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:00:56.512157Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"VisitorType\\\" and target_col=\\\"VisitorType\\\" exactly as bound.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f3a67a306c2c8668baaf90ba7cce793be28e3e60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4932a020df55cc6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_c4932a020df55cc6", + "api_calls": 0, + "input_tokens": 22985, + "cached_input_tokens": 21888, + "output_tokens": 176, + "total_tokens": 23161, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 125, + "estimated_total_tokens": 3021, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11349.48, + "sql_execution_elapsed_ms_total": 8.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_c4932a020df55cc6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1fded33a6ba8dce81be2d90c25c42eb8e62b9399 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10758, "bytes_utf8": 10758, "lines": 313, "estimated_tokens": 2894}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 228}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f13d25749080de6c1727d4f4b8fc2fff261b07c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_c4ad03b4d635a5ff", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 228, + "total_tokens": 23211, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 134, + "estimated_total_tokens": 3028, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14374.78, + "sql_execution_elapsed_ms_total": 14.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_c4ad03b4d635a5ff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..814b4f0cb0b0c73718fecaabefb8264d61c5e55a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:58:49.685727+00:00", + "ended_at": "2026-05-04T08:59:04.060398+00:00", + "elapsed_ms": 14374.78, + "prompt_metrics": { + "chars": 10758, + "bytes_utf8": 10758, + "lines": 313, + "estimated_tokens": 2894 + }, + "stdout_metrics": { + "chars": 823, + "bytes_utf8": 823, + "lines": 4, + "estimated_tokens": 245 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13178 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 494, + "bytes_utf8": 494, + "lines": 1, + "estimated_tokens": 134 + }, + "usage": { + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 228 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4d9074d4542bf50ce916190bd65127e065eeb57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,313 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=OperatingSystems, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "OperatingSystems", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eaeaf6251a9afaee91e594c54ae8a3b4fd862b79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-2c78-7f63-abe5-62e3b0891c09"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"OperatingSystems\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"OperatingSystems\\\", target_col=\\\"VisitorType\\\", target_value='Other', min_support=5, and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22983,"cached_input_tokens":21888,"output_tokens":228}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b0f3a9f93482de547be1f35f15a502ac6697a45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"OperatingSystems\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Applied the planned Tail Target-Rate Extremes template with group_col=\"OperatingSystems\", target_col=\"VisitorType\", target_value='Other', min_support=5, and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e21818ff4389ebdf7b965d1b790f71fd61cd753 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:49.941780Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:52.283023Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:03.208384Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd2303a337149bcd02bfef67d63f2654df91cc89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=OperatingSystems, target_col=VisitorType. +Result preview: [{"OperatingSystems": "8", "support": 79, "focus_rate": 0.6835443037974683}, {"OperatingSystems": "3", "support": 2555, "focus_rate": 0.0031311154598825833}, {"OperatingSystems": "1", "support": 2585, "focus_rate": 0.0027079303675048355}, {"OperatingSystems": "2", "support": 6601, "focus_rate": 0.002423875170428723}, {"OperatingSystems": "5", "support": 6, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ef83460dbd6113e98d209d977f8deb30ccac543 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_c4ad03b4d635a5ff +-- problem_id: v2p_m6_6aefe5708e559952 +-- realization_mode: agent +-- source_kind: agent +SELECT + "OperatingSystems", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "OperatingSystems" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6452facc9419bb5f1c092b57f6ecc4854a062abb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"OperatingSystems\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"OperatingSystems\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\", \"columns\": [\"OperatingSystems\", \"support\", \"focus_rate\"], \"rows\": [{\"OperatingSystems\": \"8\", \"support\": 79, \"focus_rate\": 0.6835443037974683}, {\"OperatingSystems\": \"3\", \"support\": 2555, \"focus_rate\": 0.0031311154598825833}, {\"OperatingSystems\": \"1\", \"support\": 2585, \"focus_rate\": 0.0027079303675048355}, {\"OperatingSystems\": \"2\", \"support\": 6601, \"focus_rate\": 0.002423875170428723}, {\"OperatingSystems\": \"5\", \"support\": 6, \"focus_rate\": 0.0}, {\"OperatingSystems\": \"7\", \"support\": 7, \"focus_rate\": 0.0}, {\"OperatingSystems\": \"6\", \"support\": 19, \"focus_rate\": 0.0}, {\"OperatingSystems\": \"4\", \"support\": 478, \"focus_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..49971353b21574c7afadc1e2ae323ccdc7d8198a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:58:49.681940+00:00", + "ended_at": "2026-05-04T08:59:04.115770+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_c4ad03b4d635a5ff", + "problem_id": "v2p_m6_6aefe5708e559952", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=OperatingSystems, target_col=VisitorType.", + "bindings": { + "group_col": "OperatingSystems", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_c4ad03b4d635a5ff.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_c4ad03b4d635a5ff", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 228, + "total_tokens": 23211, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 134, + "estimated_total_tokens": 3028, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14374.78, + "sql_execution_elapsed_ms_total": 14.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_c4ad03b4d635a5ff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..075d2c4cd6ced52349b83593fc85366daeef4fa1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:04.084262+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14374.78, "started_at": "2026-05-04T08:58:49.685727+00:00", "ended_at": "2026-05-04T08:59:04.060398+00:00", "prompt_metrics": {"chars": 10758, "bytes_utf8": 10758, "lines": 313, "estimated_tokens": 2894}, "response_metrics": {"chars": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 228}, "stderr_preview": "2026-05-04T08:58:49.941780Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:52.283023Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"OperatingSystems\\\", target_col=\\\"VisitorType\\\", target_value='Other', min_support=5, and top_k=10.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3ea1de41d347565a9642dff0c7f2a731d70a5999 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c4ad03b4d635a5ff/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_c4ad03b4d635a5ff", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 228, + "total_tokens": 23211, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 134, + "estimated_total_tokens": 3028, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14374.78, + "sql_execution_elapsed_ms_total": 14.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_c4ad03b4d635a5ff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c547ea935f651684/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c547ea935f651684/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..691ead9173286d622b97f4818e78bcb5cb974625 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c547ea935f651684/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "FALSE", "support": 9462, "support_share": 0.767396593673966, "cumulative_support": 9462}, {"value_label": "TRUE", "support": 2868, "support_share": 0.23260340632603407, "cumulative_support": 12330}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c547ea935f651684/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c547ea935f651684/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba601327dda747400b3e7d46890ca419350f7a33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c547ea935f651684/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_c547ea935f651684 +-- problem_id: v2p_m6_482f2554d473f05c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Weekend" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Weekend" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c547ea935f651684/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c547ea935f651684/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..62decb461fc7677816dbcbf0e7fc0561b02a099b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c547ea935f651684/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m6_c547ea935f651684\n-- problem_id: v2p_m6_482f2554d473f05c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Weekend\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"Weekend\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m6_c547ea935f651684\\n-- problem_id: v2p_m6_482f2554d473f05c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Weekend\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"Weekend\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"FALSE\", \"support\": 9462, \"support_share\": 0.767396593673966, \"cumulative_support\": 9462}, {\"value_label\": \"TRUE\", \"support\": 2868, \"support_share\": 0.23260340632603407, \"cumulative_support\": 12330}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c547ea935f651684/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c547ea935f651684/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ee155e7763cbe43ce45d9330a34978df1890a5b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c547ea935f651684/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:21.969143+00:00", + "ended_at": "2026-05-04T09:03:21.983137+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_c547ea935f651684", + "problem_id": "v2p_m6_482f2554d473f05c", + "dataset_id": "m6", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Weekend.", + "bindings": { + "group_col": "Weekend" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_c547ea935f651684.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c547ea935f651684/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c547ea935f651684/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c547ea935f651684/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e050627744a2fb5501990abfa3facd475fbd4468 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10649, "bytes_utf8": 10649, "lines": 315, "estimated_tokens": 2838}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22929, "cached_input_tokens": 3456, "output_tokens": 122}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8566bcd3e07194a0e090911789414179f66d6bd3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_c551dae0cf3635aa", + "api_calls": 0, + "input_tokens": 22929, + "cached_input_tokens": 3456, + "output_tokens": 122, + "total_tokens": 23051, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2838, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13002.57, + "sql_execution_elapsed_ms_total": 9.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_c551dae0cf3635aa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3bf589ea41823a8f7c0826828925eef7d3d8f8b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:29:46.391518+00:00", + "ended_at": "2026-05-04T08:29:59.394233+00:00", + "elapsed_ms": 13002.57, + "prompt_metrics": { + "chars": 10649, + "bytes_utf8": 10649, + "lines": 315, + "estimated_tokens": 2838 + }, + "stdout_metrics": { + "chars": 759, + "bytes_utf8": 759, + "lines": 4, + "estimated_tokens": 210 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 435, + "bytes_utf8": 435, + "lines": 1, + "estimated_tokens": 106 + }, + "usage": { + "input_tokens": 22929, + "cached_input_tokens": 3456, + "output_tokens": 122 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..758b4d8c567451d662c0289b11d676901f165617 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=VisitorType, condition_col=Weekend.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "VisitorType", + "condition_col": "Weekend", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f313669fa55568bd1c0062dfdd04d145d63961c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-92a8-78e0-a194-e4745da6a99c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"VisitorType\\\",\\n AVG(CASE WHEN \\\"Weekend\\\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col bound to \\\"VisitorType\\\" and condition_col bound to \\\"Weekend\\\", measuring the rate of Weekend = 'FALSE' within each visitor type.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22929,"cached_input_tokens":3456,"output_tokens":122}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69ed7b61ef0f4dbcfee22f94d52154d45a30871f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"VisitorType\",\n AVG(CASE WHEN \"Weekend\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col bound to \"VisitorType\" and condition_col bound to \"Weekend\", measuring the rate of Weekend = 'FALSE' within each visitor type."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c796d782c842e0247bed003f2de4693202b4fe2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:46.602049Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:48.967731Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:58.600944Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c1715ad86fb3550233df2991815952e5c0f0417 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=VisitorType, condition_col=Weekend. +Result preview: [{"VisitorType": "Other", "condition_rate": 0.9176470588235294}, {"VisitorType": "Returning_Visitor", "condition_rate": 0.7742394085868638}, {"VisitorType": "New_Visitor", "condition_rate": 0.7172373081463991}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..76161f180e11159a7ef64b348505bd8ea116b824 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_c551dae0cf3635aa +-- problem_id: v2p_m6_e80d9749cc87f69a +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", + AVG(CASE WHEN "Weekend" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "VisitorType" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d58779cb991a2406d2d3af260bd45484a5c2d02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"VisitorType\",\n AVG(CASE WHEN \"Weekend\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"VisitorType\\\",\\n AVG(CASE WHEN \\\"Weekend\\\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"VisitorType\", \"condition_rate\"], \"rows\": [{\"VisitorType\": \"Other\", \"condition_rate\": 0.9176470588235294}, {\"VisitorType\": \"Returning_Visitor\", \"condition_rate\": 0.7742394085868638}, {\"VisitorType\": \"New_Visitor\", \"condition_rate\": 0.7172373081463991}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.68}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a478b3531046c9e3e447402ad079d1ce93670117 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:29:46.384910+00:00", + "ended_at": "2026-05-04T08:29:59.431290+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_c551dae0cf3635aa", + "problem_id": "v2p_m6_e80d9749cc87f69a", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=VisitorType, condition_col=Weekend.", + "bindings": { + "group_col": "VisitorType", + "condition_col": "Weekend", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_c551dae0cf3635aa.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_c551dae0cf3635aa", + "api_calls": 0, + "input_tokens": 22929, + "cached_input_tokens": 3456, + "output_tokens": 122, + "total_tokens": 23051, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2838, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13002.57, + "sql_execution_elapsed_ms_total": 9.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_c551dae0cf3635aa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c9b9de6c8bba05b9a1b4ba36b0dc4d156a959c36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c551dae0cf3635aa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:59.413895+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13002.57, "started_at": "2026-05-04T08:29:46.391518+00:00", "ended_at": "2026-05-04T08:29:59.394233+00:00", "prompt_metrics": {"chars": 10649, "bytes_utf8": 10649, "lines": 315, "estimated_tokens": 2838}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22929, "cached_input_tokens": 3456, "output_tokens": 122}, "stderr_preview": "2026-05-04T08:29:46.602049Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:48.967731Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Weekend.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Weekend", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f13c8989c482e2ce7f3b8253c4b9e207751eb82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-27d5-7a40-8ae6-0f061939c9a3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Weekend\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Weekend\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Weekend\\\"\\nLIMIT 10;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=SpecialDay and group_col_2=Weekend. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22944,"cached_input_tokens":21888,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..371eb2a2a03ef63c36306cbeb1808c54cfd6f44a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Weekend\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Weekend\"\nORDER BY support ASC, \"SpecialDay\", \"Weekend\"\nLIMIT 10;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=SpecialDay and group_col_2=Weekend. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae5c04f0a620d7f58efc36d602a179bc732030d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:05.325658Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:07.729879Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:15.421101Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ad0abd6aadc1b679916c3c6c598c819b4bfc130 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Weekend. +Result preview: [{"SpecialDay": "0.8", "Weekend": "TRUE", "support": 6}, {"SpecialDay": "1", "Weekend": "TRUE", "support": 154}, {"SpecialDay": "0.2", "Weekend": "FALSE", "support": 178}, {"SpecialDay": "0.4", "Weekend": "FALSE", "support": 243}, {"SpecialDay": "0.8", "Weekend": "FALSE", "support": 319}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..984803bf752136de5d4a61cf95dace6d1e928695 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_c78e061f163cd78c +-- problem_id: v2p_m6_8943b19f99e2412f +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Weekend", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Weekend" +ORDER BY support ASC, "SpecialDay", "Weekend" +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db0348157070353b4bf0a968616962e605fd6bd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Weekend\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Weekend\"\nORDER BY support ASC, \"SpecialDay\", \"Weekend\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Weekend\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Weekend\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Weekend\\\"\\nLIMIT 10;\", \"columns\": [\"SpecialDay\", \"Weekend\", \"support\"], \"rows\": [{\"SpecialDay\": \"0.8\", \"Weekend\": \"TRUE\", \"support\": 6}, {\"SpecialDay\": \"1\", \"Weekend\": \"TRUE\", \"support\": 154}, {\"SpecialDay\": \"0.2\", \"Weekend\": \"FALSE\", \"support\": 178}, {\"SpecialDay\": \"0.4\", \"Weekend\": \"FALSE\", \"support\": 243}, {\"SpecialDay\": \"0.8\", \"Weekend\": \"FALSE\", \"support\": 319}, {\"SpecialDay\": \"0.6\", \"Weekend\": \"FALSE\", \"support\": 351}, {\"SpecialDay\": \"0\", \"Weekend\": \"TRUE\", \"support\": 2708}, {\"SpecialDay\": \"0\", \"Weekend\": \"FALSE\", \"support\": 8371}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.71}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5079ab21948913b4c3db3bf7c32eaa141949e529 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:02:05.094731+00:00", + "ended_at": "2026-05-04T09:02:16.182621+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_c78e061f163cd78c", + "problem_id": "v2p_m6_8943b19f99e2412f", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Weekend.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Weekend", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=135" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_c78e061f163cd78c.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_c78e061f163cd78c", + "api_calls": 0, + "input_tokens": 22944, + "cached_input_tokens": 21888, + "output_tokens": 123, + "total_tokens": 23067, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2855, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2962, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11034.23, + "sql_execution_elapsed_ms_total": 13.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_c78e061f163cd78c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3d08059d73cbfb6d36b0ccc66b632314247db05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c78e061f163cd78c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:16.159888+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11034.23, "started_at": "2026-05-04T09:02:05.104624+00:00", "ended_at": "2026-05-04T09:02:16.138674+00:00", "prompt_metrics": {"chars": 10568, "bytes_utf8": 10568, "lines": 312, "estimated_tokens": 2855}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22944, "cached_input_tokens": 21888, "output_tokens": 123}, "stderr_preview": "2026-05-04T09:02:05.325658Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:07.729879Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=SpecialDay, condition_col=Weekend.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "SpecialDay", + "condition_col": "Weekend", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b9bf45d7d8fe7e02eb62b8b63e65075f4fe5eae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-abb6-7193-84aa-3ae2236be7ad"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"SpecialDay\\\",\\n AVG(CASE WHEN \\\"Weekend\\\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"SpecialDay\\\" and condition_col bound to \\\"Weekend\\\", measuring the rate of rows where \\\"Weekend\\\" = 'TRUE' per \\\"SpecialDay\\\" group. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22929,"cached_input_tokens":19840,"output_tokens":139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db760664315ba54fcbdfa62374787582673ce4ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"SpecialDay\",\n AVG(CASE WHEN \"Weekend\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"SpecialDay\" and condition_col bound to \"Weekend\", measuring the rate of rows where \"Weekend\" = 'TRUE' per \"SpecialDay\" group. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7715c4efc257145fda6380b730f3f0cdd109a16f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:04.079021Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:06.459460Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:13.923801Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..11deeaa08ce5c1fd7bc7e21ea1d0704b9f05ab5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=SpecialDay, condition_col=Weekend. +Result preview: [{"SpecialDay": "1", "condition_rate": 1.0}, {"SpecialDay": "0", "condition_rate": 0.2444263922736709}, {"SpecialDay": "0.8", "condition_rate": 0.018461538461538463}, {"SpecialDay": "0.6", "condition_rate": 0.0}, {"SpecialDay": "0.4", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..53849d03509c2719dd6231d13862fa57bb9ef856 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_c847301479f5eec7 +-- problem_id: v2p_m6_eb5713872a549c42 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", + AVG(CASE WHEN "Weekend" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d5bf6b56102417d48b368a2928c4155420369c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"SpecialDay\",\n AVG(CASE WHEN \"Weekend\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"SpecialDay\\\",\\n AVG(CASE WHEN \\\"Weekend\\\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"SpecialDay\", \"condition_rate\"], \"rows\": [{\"SpecialDay\": \"1\", \"condition_rate\": 1.0}, {\"SpecialDay\": \"0\", \"condition_rate\": 0.2444263922736709}, {\"SpecialDay\": \"0.8\", \"condition_rate\": 0.018461538461538463}, {\"SpecialDay\": \"0.6\", \"condition_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"condition_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"condition_rate\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b53b609973a21174c790d924268f24838835e5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:32:03.893184+00:00", + "ended_at": "2026-05-04T08:32:14.802111+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_c847301479f5eec7", + "problem_id": "v2p_m6_eb5713872a549c42", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=SpecialDay, condition_col=Weekend.", + "bindings": { + "group_col": "SpecialDay", + "condition_col": "Weekend", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=68" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_c847301479f5eec7.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_c847301479f5eec7", + "api_calls": 0, + "input_tokens": 22929, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 23068, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2838, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2960, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10871.28, + "sql_execution_elapsed_ms_total": 8.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_c847301479f5eec7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58898138975b5fa8530ba1aa7be47214ef7110f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c847301479f5eec7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:14.786602+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10871.28, "started_at": "2026-05-04T08:32:03.897186+00:00", "ended_at": "2026-05-04T08:32:14.768256+00:00", "prompt_metrics": {"chars": 10656, "bytes_utf8": 10656, "lines": 315, "estimated_tokens": 2838}, "response_metrics": {"chars": 501, "bytes_utf8": 501, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22929, "cached_input_tokens": 19840, "output_tokens": 139}, "stderr_preview": "2026-05-04T08:32:04.079021Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:06.459460Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=VisitorType, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "VisitorType", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a397049bc4d2e729024d3ad17011f2dff6ab5e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-9e93-7223-8ea4-99af7699ff36"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"VisitorType\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the required Two-Axis Target Rate Surface template with group_col=\\\"SpecialDay\\\", group_col_2=\\\"VisitorType\\\", and target_col=\\\"VisitorType\\\". Since grouping includes \\\"VisitorType\\\" and the target condition also uses \\\"VisitorType\\\" = 'New_Visitor', the resulting target_rate will be 1.0 for New_Visitor groups and 0.0 for other VisitorType groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22974,"cached_input_tokens":21888,"output_tokens":188}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..273f5dafe3393f83aef8b01b84d0a109b85e4c91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"VisitorType\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"VisitorType\"\nORDER BY target_rate DESC;","notes":"Applied the required Two-Axis Target Rate Surface template with group_col=\"SpecialDay\", group_col_2=\"VisitorType\", and target_col=\"VisitorType\". Since grouping includes \"VisitorType\" and the target condition also uses \"VisitorType\" = 'New_Visitor', the resulting target_rate will be 1.0 for New_Visitor groups and 0.0 for other VisitorType groups."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..932978bfd4233f837695401f43fc4b84f955757a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:17.334879Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:19.714520Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:29.233241Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5568137a553e514c6da61c755d811d1db1068d60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=VisitorType, target_col=VisitorType. +Result preview: [{"SpecialDay": "0", "VisitorType": "New_Visitor", "target_rate": 1.0}, {"SpecialDay": "0.2", "VisitorType": "New_Visitor", "target_rate": 1.0}, {"SpecialDay": "0.4", "VisitorType": "New_Visitor", "target_rate": 1.0}, {"SpecialDay": "0.6", "VisitorType": "New_Visitor", "target_rate": 1.0}, {"SpecialDay": "0.8", "VisitorType": "New_Visitor", "target_rate": 1.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b9ba881e489a0c6ee519ba5f24d784c3ccddd15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_c860bd03fd295ce7 +-- problem_id: v2p_m6_da004c8be33f2b5c +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "VisitorType", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "VisitorType" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2449ecb1dbbc0db76f9acf3dab3a7bde9c80255b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"VisitorType\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"VisitorType\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"VisitorType\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"SpecialDay\", \"VisitorType\", \"target_rate\"], \"rows\": [{\"SpecialDay\": \"0\", \"VisitorType\": \"New_Visitor\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"VisitorType\": \"New_Visitor\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"VisitorType\": \"New_Visitor\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.6\", \"VisitorType\": \"New_Visitor\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"VisitorType\": \"New_Visitor\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"VisitorType\": \"New_Visitor\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0\", \"VisitorType\": \"Other\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0\", \"VisitorType\": \"Returning_Visitor\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"VisitorType\": \"Returning_Visitor\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"VisitorType\": \"Returning_Visitor\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"VisitorType\": \"Returning_Visitor\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"VisitorType\": \"Returning_Visitor\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"VisitorType\": \"Returning_Visitor\", \"target_rate\": 0.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a514afecc233a86bb8786c865bedeb8932196b8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:35:17.138116+00:00", + "ended_at": "2026-05-04T08:35:30.515546+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_c860bd03fd295ce7", + "problem_id": "v2p_m6_da004c8be33f2b5c", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=VisitorType, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "VisitorType", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_c860bd03fd295ce7.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_c860bd03fd295ce7", + "api_calls": 0, + "input_tokens": 22974, + "cached_input_tokens": 21888, + "output_tokens": 188, + "total_tokens": 23162, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2883, + "estimated_output_tokens": 161, + "estimated_total_tokens": 3044, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13333.69, + "sql_execution_elapsed_ms_total": 11.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_c860bd03fd295ce7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5a14e1960a48e9eceb28e7ab9bf4d3905cb414d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_c860bd03fd295ce7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:35:30.496726+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13333.69, "started_at": "2026-05-04T08:35:17.142004+00:00", "ended_at": "2026-05-04T08:35:30.475759+00:00", "prompt_metrics": {"chars": 10716, "bytes_utf8": 10716, "lines": 315, "estimated_tokens": 2883}, "response_metrics": {"chars": 632, "bytes_utf8": 632, "lines": 1, "estimated_tokens": 161}, "usage": {"input_tokens": 22974, "cached_input_tokens": 21888, "output_tokens": 188}, "stderr_preview": "2026-05-04T08:35:17.334879Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:19.714520Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=VisitorType, measure_col=Informational.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Informational", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb824ac6114c7a3b6ddbea81605cbc358c02253d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-5b74-7890-9771-283ce1eab82b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"VisitorType\\\", AVG(CAST(\\\"Informational\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Grouped Numeric Mean template with group_col=\\\"VisitorType\\\" and measure_col=\\\"Informational\\\". CAST to REAL is used because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":22400,"output_tokens":110}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9191dca9cbabca0227ba7157f128ff7f27e304fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"VisitorType\", AVG(CAST(\"Informational\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Grouped Numeric Mean template with group_col=\"VisitorType\" and measure_col=\"Informational\". CAST to REAL is used because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bb1950c35d4464b4a3b617bec1ef6e9e9ac0b5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:26.036337Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:29.580280Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:37.796704Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8ad6a8e34bab836fe771db64a56090369e18ce8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=VisitorType, measure_col=Informational. +Result preview: [{"VisitorType": "Returning_Visitor", "avg_measure": 0.5335039332764667}, {"VisitorType": "New_Visitor", "avg_measure": 0.333530106257379}, {"VisitorType": "Other", "avg_measure": 0.17647058823529413}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ab7889cf3f516860b66d41261a0c097c7f93cd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_ca8914c786b69bae +-- problem_id: v2p_m6_96d6b0946fa5c74b +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", AVG(CAST("Informational" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "VisitorType" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd384d4f8ce41511663b07602b31e694cee1a512 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"VisitorType\", AVG(CAST(\"Informational\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"VisitorType\\\", AVG(CAST(\\\"Informational\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"VisitorType\", \"avg_measure\"], \"rows\": [{\"VisitorType\": \"Returning_Visitor\", \"avg_measure\": 0.5335039332764667}, {\"VisitorType\": \"New_Visitor\", \"avg_measure\": 0.333530106257379}, {\"VisitorType\": \"Other\", \"avg_measure\": 0.17647058823529413}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0e526b142adf65e15747aac5093778338d83bdb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:16:25.823996+00:00", + "ended_at": "2026-05-04T08:16:38.732317+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_ca8914c786b69bae", + "problem_id": "v2p_m6_96d6b0946fa5c74b", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=VisitorType, measure_col=Informational.", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Informational", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_ca8914c786b69bae.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ca8914c786b69bae", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 22400, + "output_tokens": 110, + "total_tokens": 22980, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2872, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12871.23, + "sql_execution_elapsed_ms_total": 8.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ca8914c786b69bae\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43a18db7b700ee8725c771ff6e70b0a04b146c9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ca8914c786b69bae/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:38.716109+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12871.23, "started_at": "2026-05-04T08:16:25.827298+00:00", "ended_at": "2026-05-04T08:16:38.697991+00:00", "prompt_metrics": {"chars": 10421, "bytes_utf8": 10421, "lines": 312, "estimated_tokens": 2779}, "response_metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22870, "cached_input_tokens": 22400, "output_tokens": 110}, "stderr_preview": "2026-05-04T08:16:26.036337Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:29.580280Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Revenue, condition_col=SpecialDay.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Revenue", + "condition_col": "SpecialDay", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b57e0cce1f19a036fc8801b6dd8d3827c63900ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-45d5-70a3-8568-ac05bb4b7a5d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Revenue\\\",\\n AVG(CASE WHEN \\\"SpecialDay\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col=\\\"Revenue\\\" and condition_col=\\\"SpecialDay\\\", treating the bound condition_value 0 as text to match the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22931,"cached_input_tokens":19840,"output_tokens":169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..440f61bc3ba27e2aaaab049d4647be7c4ef5b070 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Revenue\",\n AVG(CASE WHEN \"SpecialDay\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Revenue\"\nORDER BY condition_rate DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col=\"Revenue\" and condition_col=\"SpecialDay\", treating the bound condition_value 0 as text to match the SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39001f12ca14cf101dec4090e00afc97c98dea41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:32.458027Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:34.794256Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:45.325630Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1429f12ba5d006b316c98f2d5cbbc603c0e06073 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Revenue, condition_col=SpecialDay. +Result preview: [{"Revenue": "TRUE", "condition_rate": 0.959643605870021}, {"Revenue": "FALSE", "condition_rate": 0.8873536749184417}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5df0cd75a9e7853d10977d7f6e828f66d9f934db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_cab58bafc06df73e +-- problem_id: v2p_m6_b160e18989a771c4 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", + AVG(CASE WHEN "SpecialDay" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Revenue" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff7770c7c73dbcb78e7329364f31873b3e2a4339 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Revenue\",\n AVG(CASE WHEN \"SpecialDay\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Revenue\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Revenue\\\",\\n AVG(CASE WHEN \\\"SpecialDay\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Revenue\", \"condition_rate\"], \"rows\": [{\"Revenue\": \"TRUE\", \"condition_rate\": 0.959643605870021}, {\"Revenue\": \"FALSE\", \"condition_rate\": 0.8873536749184417}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ab8eb74c0cc59c6642068e1b36f1698ed172b797 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:30:32.275874+00:00", + "ended_at": "2026-05-04T08:30:46.231244+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_cab58bafc06df73e", + "problem_id": "v2p_m6_b160e18989a771c4", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Revenue, condition_col=SpecialDay.", + "bindings": { + "group_col": "Revenue", + "condition_col": "SpecialDay", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_cab58bafc06df73e.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cab58bafc06df73e", + "api_calls": 0, + "input_tokens": 22931, + "cached_input_tokens": 19840, + "output_tokens": 169, + "total_tokens": 23100, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2840, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2942, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13911.44, + "sql_execution_elapsed_ms_total": 9.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_cab58bafc06df73e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dcf9ff7c16b50d0e5539142dc67c86be2bf05764 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cab58bafc06df73e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:46.212452+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13911.44, "started_at": "2026-05-04T08:30:32.278937+00:00", "ended_at": "2026-05-04T08:30:46.192072+00:00", "prompt_metrics": {"chars": 10637, "bytes_utf8": 10637, "lines": 315, "estimated_tokens": 2840}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22931, "cached_input_tokens": 19840, "output_tokens": 169}, "stderr_preview": "2026-05-04T08:30:32.458027Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:34.794256Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "OperatingSystems", + "predicate_col": "VisitorType", + "predicate_op": "=", + "predicate_value": "Returning_Visitor", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1674bbc730c00ace5754db0192f4f9bca3d34769 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-7936-7480-b2cc-9e4a9f9170b9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"OperatingSystems\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE \\\"VisitorType\\\" = 'Returning_Visitor'\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Uses the required Filtered Top-k Group Count template with group_col bound to \\\"OperatingSystems\\\" and filters rows to returning visitors via \\\"VisitorType\\\" = 'Returning_Visitor'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22919,"cached_input_tokens":22400,"output_tokens":117}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fde1bc59df210e4e1d533ed8147306e0e63f7c5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"OperatingSystems\", COUNT(*) AS support\nFROM \"m6\"\nWHERE \"VisitorType\" = 'Returning_Visitor'\nGROUP BY \"OperatingSystems\"\nORDER BY support DESC\nLIMIT 10;","notes":"Uses the required Filtered Top-k Group Count template with group_col bound to \"OperatingSystems\" and filters rows to returning visitors via \"VisitorType\" = 'Returning_Visitor'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e19ad58142d7ba759e26174e3c04e3205d45394a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:06.028752Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:08.413760Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:15.913748Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4a406bc717d560f25b21967256b6ba8cb79355a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems. +Result preview: [{"OperatingSystems": "2", "support": 5649}, {"OperatingSystems": "3", "support": 2275}, {"OperatingSystems": "1", "support": 2166}, {"OperatingSystems": "4", "support": 415}, {"OperatingSystems": "8", "support": 17}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..76d325e87b116a991209bf1599fa2ecdd88c9a25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_cafd895ebf4b1941 +-- problem_id: v2p_m6_1c5ea081cbeda4f3 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", COUNT(*) AS support +FROM "m6" +WHERE "VisitorType" = 'Returning_Visitor' +GROUP BY "OperatingSystems" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e357c6a78a088df8d1aaee4636576ec5ed84411 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"OperatingSystems\", COUNT(*) AS support\nFROM \"m6\"\nWHERE \"VisitorType\" = 'Returning_Visitor'\nGROUP BY \"OperatingSystems\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"OperatingSystems\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE \\\"VisitorType\\\" = 'Returning_Visitor'\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"OperatingSystems\", \"support\"], \"rows\": [{\"OperatingSystems\": \"2\", \"support\": 5649}, {\"OperatingSystems\": \"3\", \"support\": 2275}, {\"OperatingSystems\": \"1\", \"support\": 2166}, {\"OperatingSystems\": \"4\", \"support\": 415}, {\"OperatingSystems\": \"8\", \"support\": 17}, {\"OperatingSystems\": \"6\", \"support\": 17}, {\"OperatingSystems\": \"7\", \"support\": 6}, {\"OperatingSystems\": \"5\", \"support\": 6}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..027a3343d957c608ed3662471fbfd292e6ecd9af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:11:02.551655+00:00", + "ended_at": "2026-05-04T08:11:16.890747+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_cafd895ebf4b1941", + "problem_id": "v2p_m6_1c5ea081cbeda4f3", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems.", + "bindings": { + "group_col": "OperatingSystems", + "predicate_col": "VisitorType", + "predicate_op": "=", + "predicate_value": "Returning_Visitor", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_cafd895ebf4b1941.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cafd895ebf4b1941", + "api_calls": 0, + "input_tokens": 22919, + "cached_input_tokens": 22400, + "output_tokens": 117, + "total_tokens": 23036, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2830, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2931, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14277.36, + "sql_execution_elapsed_ms_total": 7.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_cafd895ebf4b1941\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd4931080906e9b14a623feed86479905df6e974 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cafd895ebf4b1941/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:16.850511+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14277.36, "started_at": "2026-05-04T08:11:02.554973+00:00", "ended_at": "2026-05-04T08:11:16.832396+00:00", "prompt_metrics": {"chars": 10621, "bytes_utf8": 10621, "lines": 314, "estimated_tokens": 2830}, "response_metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22919, "cached_input_tokens": 22400, "output_tokens": 117}, "stderr_preview": "2026-05-04T08:11:06.028752Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:08.413760Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=OperatingSystems, measure_col=Informational.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "Informational", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfa545338857816a2e7c24ac7b4ca7ec9af11121 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-6447-72a1-b948-7fc5bbf2b172"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ORDER BY CAST(\\\"Informational\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" IS NOT NULL\\n AND \\\"Informational\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 95) + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank discrete 95th percentile per OperatingSystems group, casting the TEXT measure column Informational to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22908,"cached_input_tokens":21888,"output_tokens":630}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3b79d566eb8b908e802a65f76c67a90ada56c70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n CAST(\"Informational\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\"\n ORDER BY CAST(\"Informational\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" IS NOT NULL\n AND \"Informational\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"OperatingSystems\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((\"cnt\" * 95) + 99) / 100 AS INTEGER)\n)\nSELECT\n \"OperatingSystems\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank discrete 95th percentile per OperatingSystems group, casting the TEXT measure column Informational to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d53a34a16a9252d152a30947a2289fba78c85da1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:53:36.509027Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:39.003889Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:57.379480Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cba79383526d55a771adad4450841af828c6ecd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=OperatingSystems, measure_col=Informational. +Result preview: [{"OperatingSystems": "1", "percentile_measure": 3.0}, {"OperatingSystems": "2", "percentile_measure": 3.0}, {"OperatingSystems": "3", "percentile_measure": 3.0}, {"OperatingSystems": "6", "percentile_measure": 3.0}, {"OperatingSystems": "7", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..04c5fd3ec1793c6fce65aea03fc4af5d03758aba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_cb9c3d0f5a87625b +-- problem_id: v2p_m6_47422736c2db0c97 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "OperatingSystems", + CAST("Informational" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems" + ORDER BY CAST("Informational" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems" + ) AS "cnt" + FROM "m6" + WHERE "OperatingSystems" IS NOT NULL + AND "Informational" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "OperatingSystems", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST((("cnt" * 95) + 99) / 100 AS INTEGER) +) +SELECT + "OperatingSystems", + "measure_value" AS "percentile_measure" +FROM "percentile_rows" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06322019b847a792dfe4eab9a3168bb7ed15e8f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n CAST(\"Informational\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\"\n ORDER BY CAST(\"Informational\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" IS NOT NULL\n AND \"Informational\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"OperatingSystems\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((\"cnt\" * 95) + 99) / 100 AS INTEGER)\n)\nSELECT\n \"OperatingSystems\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ORDER BY CAST(\\\"Informational\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" IS NOT NULL\\n AND \\\"Informational\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 95) + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"OperatingSystems\", \"percentile_measure\"], \"rows\": [{\"OperatingSystems\": \"1\", \"percentile_measure\": 3.0}, {\"OperatingSystems\": \"2\", \"percentile_measure\": 3.0}, {\"OperatingSystems\": \"3\", \"percentile_measure\": 3.0}, {\"OperatingSystems\": \"6\", \"percentile_measure\": 3.0}, {\"OperatingSystems\": \"7\", \"percentile_measure\": 3.0}, {\"OperatingSystems\": \"4\", \"percentile_measure\": 2.0}, {\"OperatingSystems\": \"8\", \"percentile_measure\": 2.0}, {\"OperatingSystems\": \"5\", \"percentile_measure\": 1.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 42.65}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c6f78069d6a772c171bb08040aa6e3847641c45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:53:36.306731+00:00", + "ended_at": "2026-05-04T08:53:58.120290+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_cb9c3d0f5a87625b", + "problem_id": "v2p_m6_47422736c2db0c97", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=OperatingSystems, measure_col=Informational.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "Informational", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_cb9c3d0f5a87625b.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cb9c3d0f5a87625b", + "api_calls": 0, + "input_tokens": 22908, + "cached_input_tokens": 21888, + "output_tokens": 630, + "total_tokens": 23538, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2817, + "estimated_output_tokens": 267, + "estimated_total_tokens": 3084, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21737.68, + "sql_execution_elapsed_ms_total": 42.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_cb9c3d0f5a87625b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7776454cd73b2ca92aa51159db5e950e0534d8d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cb9c3d0f5a87625b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:58.067896+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21737.68, "started_at": "2026-05-04T08:53:36.312135+00:00", "ended_at": "2026-05-04T08:53:58.048602+00:00", "prompt_metrics": {"chars": 10602, "bytes_utf8": 10602, "lines": 312, "estimated_tokens": 2817}, "response_metrics": {"chars": 987, "bytes_utf8": 987, "lines": 1, "estimated_tokens": 267}, "usage": {"input_tokens": 22908, "cached_input_tokens": 21888, "output_tokens": 630}, "stderr_preview": "2026-05-04T08:53:36.509027Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:39.003889Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Administrative, measure_col=ProductRelated.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Administrative", + "measure_col": "ProductRelated", + "item_col": "TrafficType", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..265fe8af02732b7d8d9744b09c1730cade0eaa9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df224-a509-7b50-8f19-33e2107c1419"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Administrative\\\", \\\"TrafficType\\\",\\n SUM(CAST(\\\"ProductRelated\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ProductRelated\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ProductRelated\\\" AS REAL))) OVER (PARTITION BY \\\"Administrative\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\", \\\"TrafficType\\\"\\nORDER BY share_within_group DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"Administrative\\\", item_col=\\\"TrafficType\\\", and measure_col=\\\"ProductRelated\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22987,"cached_input_tokens":21888,"output_tokens":275}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93f82ca1863c9b5ff02e234f9f9b6882ee33fa88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Administrative\", \"TrafficType\",\n SUM(CAST(\"ProductRelated\" AS REAL)) AS total_measure,\n SUM(CAST(\"ProductRelated\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ProductRelated\" AS REAL))) OVER (PARTITION BY \"Administrative\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Administrative\", \"TrafficType\"\nORDER BY share_within_group DESC\nLIMIT 13;","notes":"Used the provided Within-Group Share of Total template with group_col=\"Administrative\", item_col=\"TrafficType\", and measure_col=\"ProductRelated\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e25815f706e34983fc08a9b0b8f76836e05e1071 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:39:41.156540Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:39:43.859993Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:39:54.488567Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d151b033e6db0206ed3169861dd7c4e7ec16adea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Administrative, measure_col=ProductRelated. +Result preview: [{"Administrative": "26", "TrafficType": "13", "total_measure": 183.0, "share_within_group": 100.0}, {"Administrative": "27", "TrafficType": "8", "total_measure": 584.0, "share_within_group": 100.0}, {"Administrative": "23", "TrafficType": "13", "total_measure": 409.0, "share_within_group": 73.16636851520572}, {"Administrative": "21", "TrafficType": "2", "total_measure": 170.0, "share_within_group": 71.72995780590718}, {"Administrative": "19", "TrafficType": "1", "total_measure": 543.0, "share_within_group": 58.261802575107296}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..65a5e3ef235735e37af46ae19d11efcab7395c4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_cc438c44b1f24931 +-- problem_id: v2p_m6_b2d56fbb77cd31a6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "TrafficType", + SUM(CAST("ProductRelated" AS REAL)) AS total_measure, + SUM(CAST("ProductRelated" AS REAL)) * 100.0 / SUM(SUM(CAST("ProductRelated" AS REAL))) OVER (PARTITION BY "Administrative") AS share_within_group +FROM "m6" +GROUP BY "Administrative", "TrafficType" +ORDER BY share_within_group DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a30f19db7cf254c68670ba6064694f1eeb2137e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Administrative\", \"TrafficType\",\n SUM(CAST(\"ProductRelated\" AS REAL)) AS total_measure,\n SUM(CAST(\"ProductRelated\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ProductRelated\" AS REAL))) OVER (PARTITION BY \"Administrative\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Administrative\", \"TrafficType\"\nORDER BY share_within_group DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Administrative\\\", \\\"TrafficType\\\",\\n SUM(CAST(\\\"ProductRelated\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ProductRelated\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ProductRelated\\\" AS REAL))) OVER (PARTITION BY \\\"Administrative\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\", \\\"TrafficType\\\"\\nORDER BY share_within_group DESC\\nLIMIT 13;\", \"columns\": [\"Administrative\", \"TrafficType\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Administrative\": \"26\", \"TrafficType\": \"13\", \"total_measure\": 183.0, \"share_within_group\": 100.0}, {\"Administrative\": \"27\", \"TrafficType\": \"8\", \"total_measure\": 584.0, \"share_within_group\": 100.0}, {\"Administrative\": \"23\", \"TrafficType\": \"13\", \"total_measure\": 409.0, \"share_within_group\": 73.16636851520572}, {\"Administrative\": \"21\", \"TrafficType\": \"2\", \"total_measure\": 170.0, \"share_within_group\": 71.72995780590718}, {\"Administrative\": \"19\", \"TrafficType\": \"1\", \"total_measure\": 543.0, \"share_within_group\": 58.261802575107296}, {\"Administrative\": \"15\", \"TrafficType\": \"2\", \"total_measure\": 2249.0, \"share_within_group\": 57.607581967213115}, {\"Administrative\": \"20\", \"TrafficType\": \"1\", \"total_measure\": 686.0, \"share_within_group\": 57.024106400665005}, {\"Administrative\": \"9\", \"TrafficType\": \"2\", \"total_measure\": 6316.0, \"share_within_group\": 46.52327637006482}, {\"Administrative\": \"11\", \"TrafficType\": \"2\", \"total_measure\": 4492.0, \"share_within_group\": 44.55465185479071}, {\"Administrative\": \"13\", \"TrafficType\": \"2\", \"total_measure\": 2370.0, \"share_within_group\": 44.49033226957012}, {\"Administrative\": \"6\", \"TrafficType\": \"2\", \"total_measure\": 9181.0, \"share_within_group\": 44.33552250338034}, {\"Administrative\": \"7\", \"TrafficType\": \"2\", \"total_measure\": 8498.0, \"share_within_group\": 44.08362297037921}, {\"Administrative\": \"20\", \"TrafficType\": \"2\", \"total_measure\": 517.0, \"share_within_group\": 42.975893599334995}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a6048529fddd32e5a91d154805a75b32618a2c63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:39:40.936391+00:00", + "ended_at": "2026-05-04T08:39:55.515210+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_cc438c44b1f24931", + "problem_id": "v2p_m6_b2d56fbb77cd31a6", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Administrative, measure_col=ProductRelated.", + "bindings": { + "group_col": "Administrative", + "measure_col": "ProductRelated", + "item_col": "TrafficType", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_cc438c44b1f24931.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cc438c44b1f24931", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 21888, + "output_tokens": 275, + "total_tokens": 23262, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 163, + "estimated_total_tokens": 3059, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14509.53, + "sql_execution_elapsed_ms_total": 23.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_cc438c44b1f24931\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d7e816958bded53fe332ca868b7c07caef938f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc438c44b1f24931/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:39:55.482464+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14509.53, "started_at": "2026-05-04T08:39:40.940068+00:00", "ended_at": "2026-05-04T08:39:55.449807+00:00", "prompt_metrics": {"chars": 10835, "bytes_utf8": 10835, "lines": 314, "estimated_tokens": 2896}, "response_metrics": {"chars": 680, "bytes_utf8": 680, "lines": 1, "estimated_tokens": 163}, "usage": {"input_tokens": 22987, "cached_input_tokens": 21888, "output_tokens": 275}, "stderr_preview": "2026-05-04T08:39:41.156540Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:39:43.859993Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=Revenue, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Revenue", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b93aeb39a16bede90027c7bf1196092ffd38cd35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019df221-b6eb-7682-a366-f8b559152efd"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (timeout waiting for child process to exit)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Revenue\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Revenue\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=SpecialDay, group_col_2=Revenue, target_col=VisitorType, target_value='Returning_Visitor'. All identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22973,"cached_input_tokens":21888,"output_tokens":209}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..805c0babecea93ea9cb4e79b2423427071ddcfad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Revenue\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Revenue\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=SpecialDay, group_col_2=Revenue, target_col=VisitorType, target_value='Returning_Visitor'. All identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c03bc3c087f812192a9e9c500cebc6a52f1d3b08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,33 @@ +2026-05-04T08:36:29.114798Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:36:39.143227Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T08:36:54.838823Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: "https://chatgpt.com/backend-api/wham/apps", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: "unexpected EOF during handshake" }) })) +2026-05-04T08:36:59.252083Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 180ms)... +2026-05-04T08:37:14.448852Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (2/5 in 438ms)... +2026-05-04T08:37:31.373852Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..84ed8d4a27c33e26eba45baf271f3a46504e21e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=Revenue, target_col=VisitorType. +Result preview: [{"SpecialDay": "0.2", "Revenue": "FALSE", "target_rate": 0.975609756097561}, {"SpecialDay": "0.8", "Revenue": "FALSE", "target_rate": 0.9745222929936306}, {"SpecialDay": "0.4", "Revenue": "FALSE", "target_rate": 0.9739130434782609}, {"SpecialDay": "1", "Revenue": "FALSE", "target_rate": 0.9583333333333334}, {"SpecialDay": "0.6", "Revenue": "FALSE", "target_rate": 0.9440993788819876}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..891fe8e2c44f96754c0beab1f1c98336c853953c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_cc620e69cdd44419 +-- problem_id: v2p_m6_b4531563523acc6e +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Revenue", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "SpecialDay", "Revenue" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73c624d94814bba2d749b08af97e5b007bb121ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Revenue\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Revenue\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Revenue\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Revenue\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"SpecialDay\", \"Revenue\", \"target_rate\"], \"rows\": [{\"SpecialDay\": \"0.2\", \"Revenue\": \"FALSE\", \"target_rate\": 0.975609756097561}, {\"SpecialDay\": \"0.8\", \"Revenue\": \"FALSE\", \"target_rate\": 0.9745222929936306}, {\"SpecialDay\": \"0.4\", \"Revenue\": \"FALSE\", \"target_rate\": 0.9739130434782609}, {\"SpecialDay\": \"1\", \"Revenue\": \"FALSE\", \"target_rate\": 0.9583333333333334}, {\"SpecialDay\": \"0.6\", \"Revenue\": \"FALSE\", \"target_rate\": 0.9440993788819876}, {\"SpecialDay\": \"0.8\", \"Revenue\": \"TRUE\", \"target_rate\": 0.9090909090909091}, {\"SpecialDay\": \"0.6\", \"Revenue\": \"TRUE\", \"target_rate\": 0.8620689655172413}, {\"SpecialDay\": \"0\", \"Revenue\": \"FALSE\", \"target_rate\": 0.8595371972318339}, {\"SpecialDay\": \"1\", \"Revenue\": \"TRUE\", \"target_rate\": 0.8}, {\"SpecialDay\": \"0\", \"Revenue\": \"TRUE\", \"target_rate\": 0.7695248498088476}, {\"SpecialDay\": \"0.4\", \"Revenue\": \"TRUE\", \"target_rate\": 0.6923076923076923}, {\"SpecialDay\": \"0.2\", \"Revenue\": \"TRUE\", \"target_rate\": 0.6428571428571429}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.81}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..99ddf7c25c23f1a61e921cf88100179afc24e416 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:36:28.866848+00:00", + "ended_at": "2026-05-04T08:37:32.959580+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_cc620e69cdd44419", + "problem_id": "v2p_m6_b4531563523acc6e", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=SpecialDay, group_col_2=Revenue, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Revenue", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=81" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_cc620e69cdd44419.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cc620e69cdd44419", + "api_calls": 0, + "input_tokens": 22973, + "cached_input_tokens": 21888, + "output_tokens": 209, + "total_tokens": 23182, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2882, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3013, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 63844.81, + "sql_execution_elapsed_ms_total": 17.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_cc620e69cdd44419\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..13b82af0839fd65712cf7fab0befd40770d26fd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:37:32.786173+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 63844.81, "started_at": "2026-05-04T08:36:28.885685+00:00", "ended_at": "2026-05-04T08:37:32.730140+00:00", "prompt_metrics": {"chars": 10722, "bytes_utf8": 10722, "lines": 315, "estimated_tokens": 2882}, "response_metrics": {"chars": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22973, "cached_input_tokens": 21888, "output_tokens": 209}, "stderr_preview": "2026-05-04T08:36:29.114798Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:36:39.143227Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T08:36:54.838823Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: \"https://chatgpt.com/backend-api/wham/apps\", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: \"unexpected EOF during handshake\" }) }))\n2026-05-04T08:36:59.252083Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 180ms)...\n2026-05-04T08:37:14.448852Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (2/5 in 438ms)...\n2026-05-04T08:37:31.373852Z WARN codex_analytics::client: event", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Revenue\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Revenue\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=SpecialDay, group_col_2=Revenue, target_col=VisitorType, target_value='Returning_Visitor'. All identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cc43b3df21a1fa67a93f889d0b39f6c1ae83577b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc620e69cdd44419/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cc620e69cdd44419", + "api_calls": 0, + "input_tokens": 22973, + "cached_input_tokens": 21888, + "output_tokens": 209, + "total_tokens": 23182, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2882, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3013, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 63844.81, + "sql_execution_elapsed_ms_total": 17.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_cc620e69cdd44419\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc83b220e7f78514/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc83b220e7f78514/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f54afc785b24ff708fd228ae72d5fc21ae0f4068 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc83b220e7f78514/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"ProductRelated_Duration": "0", "support": 755, "avg_response": 0.0781456953642384}, {"ProductRelated_Duration": "17", "support": 21, "avg_response": 0.14285714285714285}, {"ProductRelated_Duration": "8", "support": 17, "avg_response": 1.1764705882352942}, {"ProductRelated_Duration": "11", "support": 17, "avg_response": 0.5294117647058824}, {"ProductRelated_Duration": "15", "support": 16, "avg_response": 0.5}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc83b220e7f78514/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc83b220e7f78514/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6d517ba09ffb57a59d8d918697ed90cc3634210 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc83b220e7f78514/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_cc83b220e7f78514 +-- problem_id: v2p_m6_1c994cd4027da2e7 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated_Duration", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "ProductRelated_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc83b220e7f78514/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc83b220e7f78514/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea03f8b3fb199b7f6b44d5cbf84b0d69b5162c7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc83b220e7f78514/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_cc83b220e7f78514\n-- problem_id: v2p_m6_1c994cd4027da2e7\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ProductRelated_Duration\",\n COUNT(*) AS support,\n AVG(\"Administrative\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ProductRelated_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_cc83b220e7f78514\\n-- problem_id: v2p_m6_1c994cd4027da2e7\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ProductRelated_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ProductRelated_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ProductRelated_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"ProductRelated_Duration\": \"0\", \"support\": 755, \"avg_response\": 0.0781456953642384}, {\"ProductRelated_Duration\": \"17\", \"support\": 21, \"avg_response\": 0.14285714285714285}, {\"ProductRelated_Duration\": \"8\", \"support\": 17, \"avg_response\": 1.1764705882352942}, {\"ProductRelated_Duration\": \"11\", \"support\": 17, \"avg_response\": 0.5294117647058824}, {\"ProductRelated_Duration\": \"15\", \"support\": 16, \"avg_response\": 0.5}, {\"ProductRelated_Duration\": \"22\", \"support\": 15, \"avg_response\": 0.8}, {\"ProductRelated_Duration\": \"12\", \"support\": 15, \"avg_response\": 0.5333333333333333}, {\"ProductRelated_Duration\": \"19\", \"support\": 15, \"avg_response\": 0.26666666666666666}, {\"ProductRelated_Duration\": \"7\", \"support\": 14, \"avg_response\": 0.9285714285714286}, {\"ProductRelated_Duration\": \"13\", \"support\": 14, \"avg_response\": 0.6428571428571429}, {\"ProductRelated_Duration\": \"5\", \"support\": 13, \"avg_response\": 1.0769230769230769}, {\"ProductRelated_Duration\": \"24\", \"support\": 13, \"avg_response\": 0.7692307692307693}, {\"ProductRelated_Duration\": \"14\", \"support\": 13, \"avg_response\": 0.46153846153846156}, {\"ProductRelated_Duration\": \"34\", \"support\": 12, \"avg_response\": 1.0}, {\"ProductRelated_Duration\": \"25\", \"support\": 12, \"avg_response\": 0.4166666666666667}, {\"ProductRelated_Duration\": \"59\", \"support\": 12, \"avg_response\": 0.16666666666666666}, {\"ProductRelated_Duration\": \"50\", \"support\": 11, \"avg_response\": 1.5454545454545454}, {\"ProductRelated_Duration\": \"36\", \"support\": 11, \"avg_response\": 0.36363636363636365}, {\"ProductRelated_Duration\": \"26\", \"support\": 10, \"avg_response\": 1.5}, {\"ProductRelated_Duration\": \"96\", \"support\": 10, \"avg_response\": 1.5}, {\"ProductRelated_Duration\": \"4\", \"support\": 10, \"avg_response\": 1.0}, {\"ProductRelated_Duration\": \"20\", \"support\": 10, \"avg_response\": 0.8}, {\"ProductRelated_Duration\": \"64\", \"support\": 10, \"avg_response\": 0.5}, {\"ProductRelated_Duration\": \"108\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"44\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"28\", \"support\": 9, \"avg_response\": 0.8888888888888888}, {\"ProductRelated_Duration\": \"95\", \"support\": 9, \"avg_response\": 0.8888888888888888}, {\"ProductRelated_Duration\": \"60\", \"support\": 9, \"avg_response\": 0.7777777777777778}, {\"ProductRelated_Duration\": \"21\", \"support\": 9, \"avg_response\": 0.6666666666666666}, {\"ProductRelated_Duration\": \"23\", \"support\": 9, \"avg_response\": 0.5555555555555556}, {\"ProductRelated_Duration\": \"57\", \"support\": 9, \"avg_response\": 0.4444444444444444}, {\"ProductRelated_Duration\": \"18\", \"support\": 9, \"avg_response\": 0.3333333333333333}, {\"ProductRelated_Duration\": \"47\", \"support\": 9, \"avg_response\": 0.3333333333333333}, {\"ProductRelated_Duration\": \"55\", \"support\": 9, \"avg_response\": 0.2222222222222222}, {\"ProductRelated_Duration\": \"63\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"117\", \"support\": 8, \"avg_response\": 1.375}, {\"ProductRelated_Duration\": \"203\", \"support\": 8, \"avg_response\": 1.125}, {\"ProductRelated_Duration\": \"10\", \"support\": 8, \"avg_response\": 1.0}, {\"ProductRelated_Duration\": \"9\", \"support\": 8, \"avg_response\": 0.875}, {\"ProductRelated_Duration\": \"224\", \"support\": 8, \"avg_response\": 0.625}, {\"ProductRelated_Duration\": \"46\", \"support\": 8, \"avg_response\": 0.625}, {\"ProductRelated_Duration\": \"58\", \"support\": 8, \"avg_response\": 0.5}, {\"ProductRelated_Duration\": \"65\", \"support\": 8, \"avg_response\": 0.5}, {\"ProductRelated_Duration\": \"125\", \"support\": 8, \"avg_response\": 0.375}, {\"ProductRelated_Duration\": \"16\", \"support\": 8, \"avg_response\": 0.375}, {\"ProductRelated_Duration\": \"62\", \"support\": 8, \"avg_response\": 0.375}, {\"ProductRelated_Duration\": \"42\", \"support\": 8, \"avg_response\": 0.25}, {\"ProductRelated_Duration\": \"48\", \"support\": 8, \"avg_response\": 0.25}, {\"ProductRelated_Duration\": \"56\", \"support\": 8, \"avg_response\": 0.25}, {\"ProductRelated_Duration\": \"105\", \"support\": 8, \"avg_response\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc83b220e7f78514/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc83b220e7f78514/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4f9b316feb8217fb31bf22d85a9f313209440b03 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc83b220e7f78514/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.345291+00:00", + "ended_at": "2026-05-04T09:03:22.364862+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_cc83b220e7f78514", + "problem_id": "v2p_m6_1c994cd4027da2e7", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative, key_col=ProductRelated_Duration.", + "bindings": { + "key_col": "ProductRelated_Duration", + "measure_col": "Administrative", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=14", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 14, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_cc83b220e7f78514.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc83b220e7f78514/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc83b220e7f78514/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc83b220e7f78514/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f4e239fd44d524aa1f62cd2daabf8297a6b8e595 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10589, "bytes_utf8": 10589, "lines": 314, "estimated_tokens": 2827}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 459, "bytes_utf8": 459, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22916, "cached_input_tokens": 21888, "output_tokens": 133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..217c21ca4cf5c78d2ae520a52e740ab231442c20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cc85f30112f0ebd2", + "api_calls": 0, + "input_tokens": 22916, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 23049, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2827, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2937, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11007.32, + "sql_execution_elapsed_ms_total": 8.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_cc85f30112f0ebd2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2c8d2d734f496075f67742ac142506aae12b6e0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:13:06.326245+00:00", + "ended_at": "2026-05-04T08:13:17.333514+00:00", + "elapsed_ms": 11007.32, + "prompt_metrics": { + "chars": 10589, + "bytes_utf8": 10589, + "lines": 314, + "estimated_tokens": 2827 + }, + "stdout_metrics": { + "chars": 785, + "bytes_utf8": 785, + "lines": 4, + "estimated_tokens": 214 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13207 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 459, + "bytes_utf8": 459, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 22916, + "cached_input_tokens": 21888, + "output_tokens": 133 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..447d346682f9bb2a8c114973da55fd62189aa28a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Weekend.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "Weekend", + "predicate_col": "Informational", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72c50e9503cd787ce0c594486e4aee3eb23ab1be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-5024-7881-bedf-fb30b6a974ca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Weekend\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Weekend\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"Weekend\\\" and predicate_col bound to \\\"Informational\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22916,"cached_input_tokens":21888,"output_tokens":133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a8bd888c89b9086305d5e771498dec8494974f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Weekend\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Informational\" AS REAL) >= 0.0\nGROUP BY \"Weekend\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"Weekend\" and predicate_col bound to \"Informational\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b56b297ce65cb78746ef2c44c0f2ad42a123be93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:13:06.523460Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:08.918146Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:16.530296Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..83e44923dd68a6a131ac3f909ef77c480bb9c19c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Weekend. +Result preview: [{"Weekend": "FALSE", "support": 9462}, {"Weekend": "TRUE", "support": 2868}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c1f5ed950cf05895702ad230ffb97a2aa4b2151 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_cc85f30112f0ebd2 +-- problem_id: v2p_m6_817c6486b24325f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", COUNT(*) AS support +FROM "m6" +WHERE CAST("Informational" AS REAL) >= 0.0 +GROUP BY "Weekend" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1240cc362c2df3307a2769f4e4feac21d7173053 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Weekend\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Informational\" AS REAL) >= 0.0\nGROUP BY \"Weekend\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Weekend\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Weekend\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"Weekend\", \"support\"], \"rows\": [{\"Weekend\": \"FALSE\", \"support\": 9462}, {\"Weekend\": \"TRUE\", \"support\": 2868}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.74}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f3acabab546f77d2760367215cff9dd41aded49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:13:06.322853+00:00", + "ended_at": "2026-05-04T08:13:17.367938+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_cc85f30112f0ebd2", + "problem_id": "v2p_m6_817c6486b24325f2", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Weekend.", + "bindings": { + "group_col": "Weekend", + "predicate_col": "Informational", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=20" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_cc85f30112f0ebd2.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cc85f30112f0ebd2", + "api_calls": 0, + "input_tokens": 22916, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 23049, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2827, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2937, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11007.32, + "sql_execution_elapsed_ms_total": 8.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_cc85f30112f0ebd2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f64bbf4b06742e3b2273aa7a60287b1093db7f6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:17.351565+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11007.32, "started_at": "2026-05-04T08:13:06.326245+00:00", "ended_at": "2026-05-04T08:13:17.333514+00:00", "prompt_metrics": {"chars": 10589, "bytes_utf8": 10589, "lines": 314, "estimated_tokens": 2827}, "response_metrics": {"chars": 459, "bytes_utf8": 459, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22916, "cached_input_tokens": 21888, "output_tokens": 133}, "stderr_preview": "2026-05-04T08:13:06.523460Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:08.918146Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"Weekend\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"Weekend\\\" and predicate_col bound to \\\"Informational\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cd454cc30a7f0a52fc71a6468a8d6698ca0c509f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cc85f30112f0ebd2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cc85f30112f0ebd2", + "api_calls": 0, + "input_tokens": 22916, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 23049, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2827, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2937, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11007.32, + "sql_execution_elapsed_ms_total": 8.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_cc85f30112f0ebd2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9fae9b758ad0af869816bd34bf8593b8e589ce2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10717, "bytes_utf8": 10717, "lines": 316, "estimated_tokens": 2863}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22952, "cached_input_tokens": 19840, "output_tokens": 134}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..80835b31d0d791bffde4d03bcfd4681b5777f444 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cd3e14207e162df9", + "api_calls": 0, + "input_tokens": 22952, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 23086, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2863, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12714.1, + "sql_execution_elapsed_ms_total": 5.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_cd3e14207e162df9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..259a0ac4bd09499930ae2523247d1276d1c79a15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:18:03.739734+00:00", + "ended_at": "2026-05-04T08:18:16.454316+00:00", + "elapsed_ms": 12714.1, + "prompt_metrics": { + "chars": 10717, + "bytes_utf8": 10717, + "lines": 316, + "estimated_tokens": 2863 + }, + "stdout_metrics": { + "chars": 748, + "bytes_utf8": 748, + "lines": 4, + "estimated_tokens": 211 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 426, + "bytes_utf8": 426, + "lines": 1, + "estimated_tokens": 106 + }, + "usage": { + "input_tokens": 22952, + "cached_input_tokens": 19840, + "output_tokens": 134 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca59cde9c3b50f6b9b580e21cfd44237afc03509 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, measure_col=SpecialDay.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "SpecialDay", + "predicate_col": "Administrative_Duration", + "predicate_op": ">=", + "predicate_value": 93.25625, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d66a56fa24b242ced9d642eff0843dfa8b84fec9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-d9e9-7b23-88d3-b05c999ffcd9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"OperatingSystems\\\", SUM(CAST(\\\"SpecialDay\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative_Duration\\\" AS REAL) >= 93.25625\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template and bindings exactly, with CAST(... AS REAL) on numeric fields because the schema stores them as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22952,"cached_input_tokens":19840,"output_tokens":134}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a1226097af300105928c7ba102573c5b25505ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"OperatingSystems\", SUM(CAST(\"SpecialDay\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Administrative_Duration\" AS REAL) >= 93.25625\nGROUP BY \"OperatingSystems\"\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the provided template and bindings exactly, with CAST(... AS REAL) on numeric fields because the schema stores them as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fc3edfdb5a66e979b2807da82d6530d17e317e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:03.947639Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:06.322965Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:15.842745Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f602b8de07edf43fb7d329f6e4c8980a9cd6ac06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, measure_col=SpecialDay. +Result preview: [{"OperatingSystems": "2", "total_measure": 37.2}, {"OperatingSystems": "3", "total_measure": 27.0}, {"OperatingSystems": "1", "total_measure": 14.2}, {"OperatingSystems": "6", "total_measure": 1.8}, {"OperatingSystems": "4", "total_measure": 1.6}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe902c5a47d6be0e80550d1b76a9b6c6afcfa66e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_cd3e14207e162df9 +-- problem_id: v2p_m6_dbcdde3e5d2aed19 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", SUM(CAST("SpecialDay" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Administrative_Duration" AS REAL) >= 93.25625 +GROUP BY "OperatingSystems" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..636cd8067d2d1b239d0a304a0d487c09aaf8d0be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"OperatingSystems\", SUM(CAST(\"SpecialDay\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Administrative_Duration\" AS REAL) >= 93.25625\nGROUP BY \"OperatingSystems\"\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"OperatingSystems\\\", SUM(CAST(\\\"SpecialDay\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative_Duration\\\" AS REAL) >= 93.25625\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"OperatingSystems\", \"total_measure\"], \"rows\": [{\"OperatingSystems\": \"2\", \"total_measure\": 37.2}, {\"OperatingSystems\": \"3\", \"total_measure\": 27.0}, {\"OperatingSystems\": \"1\", \"total_measure\": 14.2}, {\"OperatingSystems\": \"6\", \"total_measure\": 1.8}, {\"OperatingSystems\": \"4\", \"total_measure\": 1.6}, {\"OperatingSystems\": \"8\", \"total_measure\": 0.6}, {\"OperatingSystems\": \"7\", \"total_measure\": 0.0}, {\"OperatingSystems\": \"5\", \"total_measure\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..389ee19c9ee558a0447407531ef132833b2e5fe7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:18:03.735947+00:00", + "ended_at": "2026-05-04T08:18:16.483125+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_cd3e14207e162df9", + "problem_id": "v2p_m6_dbcdde3e5d2aed19", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, measure_col=SpecialDay.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "SpecialDay", + "predicate_col": "Administrative_Duration", + "predicate_op": ">=", + "predicate_value": 93.25625, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_cd3e14207e162df9.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cd3e14207e162df9", + "api_calls": 0, + "input_tokens": 22952, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 23086, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2863, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12714.1, + "sql_execution_elapsed_ms_total": 5.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_cd3e14207e162df9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cd65b4deea62ddbd5cc44c1150ca14974cc62fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:16.471457+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12714.1, "started_at": "2026-05-04T08:18:03.739734+00:00", "ended_at": "2026-05-04T08:18:16.454316+00:00", "prompt_metrics": {"chars": 10717, "bytes_utf8": 10717, "lines": 316, "estimated_tokens": 2863}, "response_metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22952, "cached_input_tokens": 19840, "output_tokens": 134}, "stderr_preview": "2026-05-04T08:18:03.947639Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:06.322965Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 93.25625\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template and bindings exactly, with CAST(... AS REAL) on numeric fields because the schema stores them as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..93479566a61eb85ce84822a47fc65e97b5b3ef1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cd3e14207e162df9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cd3e14207e162df9", + "api_calls": 0, + "input_tokens": 22952, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 23086, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2863, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12714.1, + "sql_execution_elapsed_ms_total": 5.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_cd3e14207e162df9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a0f2f601514ed09383ba63e6962e26332e8bd3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10321, "bytes_utf8": 10321, "lines": 310, "estimated_tokens": 2753}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 301, "bytes_utf8": 301, "lines": 1, "estimated_tokens": 74}, "usage": {"input_tokens": 22844, "cached_input_tokens": 19840, "output_tokens": 90}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eea0b702d9b345338f9fe65dc717ff302c3b3c3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ce6038ce08dbbe56", + "api_calls": 0, + "input_tokens": 22844, + "cached_input_tokens": 19840, + "output_tokens": 90, + "total_tokens": 22934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2753, + "estimated_output_tokens": 74, + "estimated_total_tokens": 2827, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10124.45, + "sql_execution_elapsed_ms_total": 8.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ce6038ce08dbbe56\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..397ccc67e6422d2ccdbec76552ed9d5359d96d97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:08:31.983002+00:00", + "ended_at": "2026-05-04T08:08:42.102120+00:00", + "elapsed_ms": 10124.45, + "prompt_metrics": { + "chars": 10321, + "bytes_utf8": 10321, + "lines": 310, + "estimated_tokens": 2753 + }, + "stdout_metrics": { + "chars": 620, + "bytes_utf8": 620, + "lines": 4, + "estimated_tokens": 174 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13226 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 301, + "bytes_utf8": 301, + "lines": 1, + "estimated_tokens": 74 + }, + "usage": { + "input_tokens": 22844, + "cached_input_tokens": 19840, + "output_tokens": 90 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5f84e61272a5942f474360e0583107d36c1e999 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,310 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Informational.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Informational", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..45a7e315ad3b90f3641d48ded2f3fb0dfebc8bb8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-2065-7293-90e8-94e95d809df0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Informational\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"Informational\\\" on the single table \\\"m6\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22844,"cached_input_tokens":19840,"output_tokens":90}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b5d1efa8363835ee7f34cc56d520aea0ce496a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Informational\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Informational\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"Informational\" on the single table \"m6\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48a1dbb3cde6d4a5cc9b499d9bf801520968a626 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:32.173079Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:34.564565Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:41.249584Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..85bb3bd46de58afbc1f84867e3f2cc0fcf7af7e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Informational. +Result preview: [{"Informational": "0", "row_count": 9699}, {"Informational": "1", "row_count": 1041}, {"Informational": "2", "row_count": 728}, {"Informational": "3", "row_count": 380}, {"Informational": "4", "row_count": 222}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d640817e5bcd16fd7b95fc8ba9e8bd8646d9b051 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_ce6038ce08dbbe56 +-- problem_id: v2p_m6_d853c21c49d8d83f +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Informational" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6e565feafe8f342a024fc6724eaa4c1b5077997 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"Informational\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Informational\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Informational\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Informational\", \"row_count\"], \"rows\": [{\"Informational\": \"0\", \"row_count\": 9699}, {\"Informational\": \"1\", \"row_count\": 1041}, {\"Informational\": \"2\", \"row_count\": 728}, {\"Informational\": \"3\", \"row_count\": 380}, {\"Informational\": \"4\", \"row_count\": 222}, {\"Informational\": \"5\", \"row_count\": 99}, {\"Informational\": \"6\", \"row_count\": 78}, {\"Informational\": \"7\", \"row_count\": 36}, {\"Informational\": \"9\", \"row_count\": 15}, {\"Informational\": \"8\", \"row_count\": 14}, {\"Informational\": \"10\", \"row_count\": 7}, {\"Informational\": \"12\", \"row_count\": 5}, {\"Informational\": \"14\", \"row_count\": 2}, {\"Informational\": \"24\", \"row_count\": 1}, {\"Informational\": \"16\", \"row_count\": 1}, {\"Informational\": \"13\", \"row_count\": 1}, {\"Informational\": \"11\", \"row_count\": 1}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e5ed616f6e605284e4c0486005b3de237891cf50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:08:31.979981+00:00", + "ended_at": "2026-05-04T08:08:42.144491+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_ce6038ce08dbbe56", + "problem_id": "v2p_m6_d853c21c49d8d83f", + "dataset_id": "m6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Informational.", + "bindings": { + "group_col": "Informational", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_ce6038ce08dbbe56.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ce6038ce08dbbe56", + "api_calls": 0, + "input_tokens": 22844, + "cached_input_tokens": 19840, + "output_tokens": 90, + "total_tokens": 22934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2753, + "estimated_output_tokens": 74, + "estimated_total_tokens": 2827, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10124.45, + "sql_execution_elapsed_ms_total": 8.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ce6038ce08dbbe56\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df1d27ec33fa498a430bc798cb1fa72066ba431e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ce6038ce08dbbe56/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:42.127408+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10124.45, "started_at": "2026-05-04T08:08:31.983002+00:00", "ended_at": "2026-05-04T08:08:42.102120+00:00", "prompt_metrics": {"chars": 10321, "bytes_utf8": 10321, "lines": 310, "estimated_tokens": 2753}, "response_metrics": {"chars": 301, "bytes_utf8": 301, "lines": 1, "estimated_tokens": 74}, "usage": {"input_tokens": 22844, "cached_input_tokens": 19840, "output_tokens": 90}, "stderr_preview": "2026-05-04T08:08:32.173079Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:34.564565Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2005aff18fa3c8caf4e97424b4f8ebf686cd1526 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_cebb501944d9ac4c\n-- problem_id: v2p_m6_802df7880ca5241a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"PageValues\",\n COUNT(*) AS support,\n AVG(\"Administrative_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"PageValues\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_cebb501944d9ac4c\\n-- problem_id: v2p_m6_802df7880ca5241a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"PageValues\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"PageValues\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"PageValues\", \"support\", \"avg_response\"], \"rows\": [{\"PageValues\": \"0\", \"support\": 9600, \"avg_response\": 59.45539962111698}, {\"PageValues\": \"53.988\", \"support\": 6, \"avg_response\": 15.416666666666666}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a7c66901d6ef89e0685327d89abebc46413c4115 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.595441+00:00", + "ended_at": "2026-05-04T09:03:22.608834+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_cebb501944d9ac4c", + "problem_id": "v2p_m6_802df7880ca5241a", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative_Duration, key_col=PageValues.", + "bindings": { + "key_col": "PageValues", + "measure_col": "Administrative_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=27", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 27, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_cebb501944d9ac4c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1a1378240e07dd4d43db5ce725e9ded25ee738d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10950, "bytes_utf8": 10950, "lines": 317, "estimated_tokens": 2891}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1097, "bytes_utf8": 1097, "lines": 1, "estimated_tokens": 294}, "usage": {"input_tokens": 22982, "cached_input_tokens": 21888, "output_tokens": 897}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a7346aab5731b83401a806344d930c0662c1df06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d1172893b416db7b", + "api_calls": 0, + "input_tokens": 22982, + "cached_input_tokens": 21888, + "output_tokens": 897, + "total_tokens": 23879, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2891, + "estimated_output_tokens": 294, + "estimated_total_tokens": 3185, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24685.54, + "sql_execution_elapsed_ms_total": 39.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_d1172893b416db7b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f6a0b8fe9395c96ef00620eb2e2cae9b52fd89e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:44:58.222193+00:00", + "ended_at": "2026-05-04T08:45:22.908697+00:00", + "elapsed_ms": 24685.54, + "prompt_metrics": { + "chars": 10950, + "bytes_utf8": 10950, + "lines": 317, + "estimated_tokens": 2891 + }, + "stdout_metrics": { + "chars": 1531, + "bytes_utf8": 1531, + "lines": 4, + "estimated_tokens": 466 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1097, + "bytes_utf8": 1097, + "lines": 1, + "estimated_tokens": 294 + }, + "usage": { + "input_tokens": 22982, + "cached_input_tokens": 21888, + "output_tokens": 897 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76269843ab36460c12cd951417be1973be73afca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,317 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Administrative, measure_col=Administrative_Duration, condition_col=Revenue.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Administrative", + "measure_col": "Administrative_Duration", + "condition_col": "Revenue", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf196e2d5f74110b003d0119bc7e5c31253373dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df229-7c87-73a2-8b7f-cbd87c69afef"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" = 'FALSE'\\n AND \\\"Administrative\\\" IS NOT NULL\\n AND \\\"Administrative_Duration\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Administrative\\\",\\n \\\"measure\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = ((9 * \\\"cnt\\\") + 9) / 10\\nORDER BY \\\"conditional_percentile\\\" DESC\\nLIMIT 14;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile emulation with window functions. \\\"Administrative_Duration\\\" is CAST from TEXT to REAL, and only rows with \\\"Revenue\\\" = 'FALSE' are included; groups with fewer than 5 filtered rows are excluded.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22982,"cached_input_tokens":21888,"output_tokens":897}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db9e75dc642aec945527ff3380eb1b678cd08654 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Administrative\",\n CAST(\"Administrative_Duration\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Revenue\" = 'FALSE'\n AND \"Administrative\" IS NOT NULL\n AND \"Administrative_Duration\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Administrative\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Administrative\",\n \"measure\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = ((9 * \"cnt\") + 9) / 10\nORDER BY \"conditional_percentile\" DESC\nLIMIT 14;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile emulation with window functions. \"Administrative_Duration\" is CAST from TEXT to REAL, and only rows with \"Revenue\" = 'FALSE' are included; groups with fewer than 5 filtered rows are excluded."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d3ea998c94fe3e20830f1afa0fe0ec27bf59ad6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:44:58.468962Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:45:00.981670Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:45:22.214168Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d25309ff0e85d5bd1ab3313c8f6f60d5270c996f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Administrative, measure_col=Administrative_Duration, condition_col=Revenue. +Result preview: [{"Administrative": "14", "conditional_percentile": 1155.666667}, {"Administrative": "15", "conditional_percentile": 1011.361111}, {"Administrative": "17", "conditional_percentile": 975.75}, {"Administrative": "19", "conditional_percentile": 902.16}, {"Administrative": "13", "conditional_percentile": 869.1666667}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2115d1f521de958faa9e4955de3636899ca62fa2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_d1172893b416db7b +-- problem_id: v2p_m6_c79c42f216ff1bb7 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Administrative", + CAST("Administrative_Duration" AS REAL) AS "measure" + FROM "m6" + WHERE "Revenue" = 'FALSE' + AND "Administrative" IS NOT NULL + AND "Administrative_Duration" IS NOT NULL +), +"ranked" AS ( + SELECT + "Administrative", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Administrative", + "measure" AS "conditional_percentile" +FROM "ranked" +WHERE "cnt" >= 5 + AND "rn" = ((9 * "cnt") + 9) / 10 +ORDER BY "conditional_percentile" DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e086c0c39f24a93c73deb4dbcae4489aadf1c287 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Administrative\",\n CAST(\"Administrative_Duration\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Revenue\" = 'FALSE'\n AND \"Administrative\" IS NOT NULL\n AND \"Administrative_Duration\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Administrative\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Administrative\",\n \"measure\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = ((9 * \"cnt\") + 9) / 10\nORDER BY \"conditional_percentile\" DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" = 'FALSE'\\n AND \\\"Administrative\\\" IS NOT NULL\\n AND \\\"Administrative_Duration\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Administrative\\\",\\n \\\"measure\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = ((9 * \\\"cnt\\\") + 9) / 10\\nORDER BY \\\"conditional_percentile\\\" DESC\\nLIMIT 14;\", \"columns\": [\"Administrative\", \"conditional_percentile\"], \"rows\": [{\"Administrative\": \"14\", \"conditional_percentile\": 1155.666667}, {\"Administrative\": \"15\", \"conditional_percentile\": 1011.361111}, {\"Administrative\": \"17\", \"conditional_percentile\": 975.75}, {\"Administrative\": \"19\", \"conditional_percentile\": 902.16}, {\"Administrative\": \"13\", \"conditional_percentile\": 869.1666667}, {\"Administrative\": \"16\", \"conditional_percentile\": 825.9400176}, {\"Administrative\": \"11\", \"conditional_percentile\": 734.6333333}, {\"Administrative\": \"10\", \"conditional_percentile\": 700.6333333}, {\"Administrative\": \"12\", \"conditional_percentile\": 637.9388889}, {\"Administrative\": \"18\", \"conditional_percentile\": 608.14}, {\"Administrative\": \"9\", \"conditional_percentile\": 505.5}, {\"Administrative\": \"8\", \"conditional_percentile\": 452.5}, {\"Administrative\": \"6\", \"conditional_percentile\": 446.2380952}, {\"Administrative\": \"7\", \"conditional_percentile\": 380.8}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 39.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..591995d6fcf4520463d980270aea78a754684b5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:44:58.222193+00:00", + "ended_at": "2026-05-04T08:45:22.984903+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d1172893b416db7b", + "problem_id": "v2p_m6_c79c42f216ff1bb7", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Administrative, measure_col=Administrative_Duration, condition_col=Revenue.", + "bindings": { + "group_col": "Administrative", + "measure_col": "Administrative_Duration", + "condition_col": "Revenue", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_d1172893b416db7b.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d1172893b416db7b", + "api_calls": 0, + "input_tokens": 22982, + "cached_input_tokens": 21888, + "output_tokens": 897, + "total_tokens": 23879, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2891, + "estimated_output_tokens": 294, + "estimated_total_tokens": 3185, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24685.54, + "sql_execution_elapsed_ms_total": 39.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_d1172893b416db7b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71542440390f1046fb0628d9e3f35c6f3a2260a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:45:22.937457+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24685.54, "started_at": "2026-05-04T08:44:58.222193+00:00", "ended_at": "2026-05-04T08:45:22.908697+00:00", "prompt_metrics": {"chars": 10950, "bytes_utf8": 10950, "lines": 317, "estimated_tokens": 2891}, "response_metrics": {"chars": 1097, "bytes_utf8": 1097, "lines": 1, "estimated_tokens": 294}, "usage": {"input_tokens": 22982, "cached_input_tokens": 21888, "output_tokens": 897}, "stderr_preview": "2026-05-04T08:44:58.468962Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:45:00.981670Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\n AND \\\"rn\\\" = ((9 * \\\"cnt\\\") + 9) / 10\\nORDER BY \\\"conditional_percentile\\\" DESC\\nLIMIT 14;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile emulation with window functions. \\\"Administrative_Duration\\\" is CAST from TEXT to REAL, and only row"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ed7966f3059cfecf7f4879607a9c02ba9da3a2c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1172893b416db7b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d1172893b416db7b", + "api_calls": 0, + "input_tokens": 22982, + "cached_input_tokens": 21888, + "output_tokens": 897, + "total_tokens": 23879, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2891, + "estimated_output_tokens": 294, + "estimated_total_tokens": 3185, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24685.54, + "sql_execution_elapsed_ms_total": 39.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_d1172893b416db7b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..940323ff2dd9f58a746561d108ffdb84c2557bb0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10754, "bytes_utf8": 10754, "lines": 313, "estimated_tokens": 2894}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 548, "bytes_utf8": 548, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 161}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..81711e2876832e46486819023064fee0c94239cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d126fcd554f22c91", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 161, + "total_tokens": 23144, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 145, + "estimated_total_tokens": 3039, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11524.52, + "sql_execution_elapsed_ms_total": 8.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_d126fcd554f22c91\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a189b0e0d7a2a5d214a4535939abe7266d047b20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:59:33.794464+00:00", + "ended_at": "2026-05-04T08:59:45.319133+00:00", + "elapsed_ms": 11524.52, + "prompt_metrics": { + "chars": 10754, + "bytes_utf8": 10754, + "lines": 313, + "estimated_tokens": 2894 + }, + "stdout_metrics": { + "chars": 877, + "bytes_utf8": 877, + "lines": 4, + "estimated_tokens": 253 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13243 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 548, + "bytes_utf8": 548, + "lines": 1, + "estimated_tokens": 145 + }, + "usage": { + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 161 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d29769cef815ec1358c51d7731ec7fc0cab6205 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,313 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Browser, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "Browser", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..281ccf7e072b3928b7792f66c27061ccdc546a59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-d8a0-7131-8695-54c392847b07"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Browser\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"Browser\\\", target_col=\\\"VisitorType\\\", target_value='Returning_Visitor', min_support=4, and top_k=16. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22983,"cached_input_tokens":21888,"output_tokens":161}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9f24b333bf4e737f9149e1455d1d81b5d8d2c71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Browser\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Browser\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Applied the provided Tail Target-Rate Extremes template with group_col=\"Browser\", target_col=\"VisitorType\", target_value='Returning_Visitor', min_support=4, and top_k=16. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6222e1e8dbcdf1eff74f9a787637726e27454994 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:33.984852Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:36.496696Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:44.568725Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6af0475f690b24d4d9e0feef3b9ed8e8b2cbf7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Browser, target_col=VisitorType. +Result preview: [{"Browser": "11", "support": 6, "focus_rate": 1.0}, {"Browser": "6", "support": 174, "focus_rate": 0.9367816091954023}, {"Browser": "12", "support": 10, "focus_rate": 0.9}, {"Browser": "2", "support": 7961, "focus_rate": 0.8669765104886321}, {"Browser": "10", "support": 163, "focus_rate": 0.8650306748466258}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..911ff5ec2f3114b94619930eef5a947a160f2f6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_d126fcd554f22c91 +-- problem_id: v2p_m6_111c981f2710309c +-- realization_mode: agent +-- source_kind: agent +SELECT + "Browser", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Browser" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab162bfb55df1b765b7b489074cf1e155c024624 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Browser\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Browser\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Browser\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\", \"columns\": [\"Browser\", \"support\", \"focus_rate\"], \"rows\": [{\"Browser\": \"11\", \"support\": 6, \"focus_rate\": 1.0}, {\"Browser\": \"6\", \"support\": 174, \"focus_rate\": 0.9367816091954023}, {\"Browser\": \"12\", \"support\": 10, \"focus_rate\": 0.9}, {\"Browser\": \"2\", \"support\": 7961, \"focus_rate\": 0.8669765104886321}, {\"Browser\": \"10\", \"support\": 163, \"focus_rate\": 0.8650306748466258}, {\"Browser\": \"5\", \"support\": 467, \"focus_rate\": 0.8629550321199143}, {\"Browser\": \"1\", \"support\": 2462, \"focus_rate\": 0.8428107229894395}, {\"Browser\": \"8\", \"support\": 135, \"focus_rate\": 0.837037037037037}, {\"Browser\": \"7\", \"support\": 49, \"focus_rate\": 0.8367346938775511}, {\"Browser\": \"4\", \"support\": 736, \"focus_rate\": 0.8220108695652174}, {\"Browser\": \"3\", \"support\": 105, \"focus_rate\": 0.8}, {\"Browser\": \"13\", \"support\": 61, \"focus_rate\": 0.13114754098360656}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.49}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..229f9a5215cb3754668606492505d533f99d962a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:59:33.790897+00:00", + "ended_at": "2026-05-04T08:59:45.354926+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d126fcd554f22c91", + "problem_id": "v2p_m6_111c981f2710309c", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Browser, target_col=VisitorType.", + "bindings": { + "group_col": "Browser", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_d126fcd554f22c91.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d126fcd554f22c91", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 161, + "total_tokens": 23144, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 145, + "estimated_total_tokens": 3039, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11524.52, + "sql_execution_elapsed_ms_total": 8.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_d126fcd554f22c91\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9fe9e703b62b02b4bc55b875400311ca8830b997 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:45.338402+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11524.52, "started_at": "2026-05-04T08:59:33.794464+00:00", "ended_at": "2026-05-04T08:59:45.319133+00:00", "prompt_metrics": {"chars": 10754, "bytes_utf8": 10754, "lines": 313, "estimated_tokens": 2894}, "response_metrics": {"chars": 548, "bytes_utf8": 548, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 161}, "stderr_preview": "2026-05-04T08:59:33.984852Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:36.496696Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"Browser\\\", target_col=\\\"VisitorType\\\", target_value='Returning_Visitor', min_support=4, and top_k=16. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..71f6702b380d538d9246a19e8f07014b45b05c90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d126fcd554f22c91/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d126fcd554f22c91", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 161, + "total_tokens": 23144, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 145, + "estimated_total_tokens": 3039, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11524.52, + "sql_execution_elapsed_ms_total": 8.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_d126fcd554f22c91\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..833ea321a45f27f74bd2c6adbd8349adbe11a6e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"ProductRelated": "1", "support": 622, "avg_response": 2.8161575562700967}, {"ProductRelated": "2", "support": 465, "avg_response": 2.289784946236559}, {"ProductRelated": "3", "support": 458, "avg_response": 1.4048034934497815}, {"ProductRelated": "4", "support": 404, "avg_response": 9.216996699752475}, {"ProductRelated": "6", "support": 396, "avg_response": 13.229587542247474}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..485afcc6800799c7cebe9247d54ffd9311cac4f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_d14c5116b5189e3a +-- problem_id: v2p_m6_e84980cb80563c1a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "ProductRelated" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d852e416c118479e5535732fa3400b8ae9aab52a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_d14c5116b5189e3a\n-- problem_id: v2p_m6_e84980cb80563c1a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ProductRelated\",\n COUNT(*) AS support,\n AVG(\"Informational_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ProductRelated\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_d14c5116b5189e3a\\n-- problem_id: v2p_m6_e84980cb80563c1a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ProductRelated\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ProductRelated\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ProductRelated\", \"support\", \"avg_response\"], \"rows\": [{\"ProductRelated\": \"1\", \"support\": 622, \"avg_response\": 2.8161575562700967}, {\"ProductRelated\": \"2\", \"support\": 465, \"avg_response\": 2.289784946236559}, {\"ProductRelated\": \"3\", \"support\": 458, \"avg_response\": 1.4048034934497815}, {\"ProductRelated\": \"4\", \"support\": 404, \"avg_response\": 9.216996699752475}, {\"ProductRelated\": \"6\", \"support\": 396, \"avg_response\": 13.229587542247474}, {\"ProductRelated\": \"7\", \"support\": 391, \"avg_response\": 6.022719522762149}, {\"ProductRelated\": \"5\", \"support\": 382, \"avg_response\": 10.961250311518326}, {\"ProductRelated\": \"8\", \"support\": 370, \"avg_response\": 13.786711711621622}, {\"ProductRelated\": \"10\", \"support\": 330, \"avg_response\": 12.245681818393939}, {\"ProductRelated\": \"9\", \"support\": 317, \"avg_response\": 11.753312302933754}, {\"ProductRelated\": \"12\", \"support\": 313, \"avg_response\": 21.019009585718848}, {\"ProductRelated\": \"11\", \"support\": 308, \"avg_response\": 14.368614718506493}, {\"ProductRelated\": \"13\", \"support\": 289, \"avg_response\": 9.472277146262975}, {\"ProductRelated\": \"15\", \"support\": 270, \"avg_response\": 13.488774250370371}, {\"ProductRelated\": \"16\", \"support\": 260, \"avg_response\": 15.76217948705}, {\"ProductRelated\": \"14\", \"support\": 251, \"avg_response\": 42.202390438366535}, {\"ProductRelated\": \"17\", \"support\": 226, \"avg_response\": 17.537761623893804}, {\"ProductRelated\": \"20\", \"support\": 225, \"avg_response\": 19.22111111097778}, {\"ProductRelated\": \"19\", \"support\": 218, \"avg_response\": 38.49820336238532}, {\"ProductRelated\": \"22\", \"support\": 213, \"avg_response\": 20.05238654164319}, {\"ProductRelated\": \"18\", \"support\": 200, \"avg_response\": 11.2287666665}, {\"ProductRelated\": \"21\", \"support\": 199, \"avg_response\": 27.43149078758794}, {\"ProductRelated\": \"24\", \"support\": 192, \"avg_response\": 20.671701389062502}, {\"ProductRelated\": \"23\", \"support\": 180, \"avg_response\": 43.924583333166666}, {\"ProductRelated\": \"27\", \"support\": 177, \"avg_response\": 39.04510425084746}, {\"ProductRelated\": \"26\", \"support\": 155, \"avg_response\": 68.65172042967743}, {\"ProductRelated\": \"25\", \"support\": 154, \"avg_response\": 25.663365800844154}, {\"ProductRelated\": \"28\", \"support\": 144, \"avg_response\": 38.73339120347222}, {\"ProductRelated\": \"30\", \"support\": 142, \"avg_response\": 32.372551978169014}, {\"ProductRelated\": \"29\", \"support\": 135, \"avg_response\": 21.223370370370368}, {\"ProductRelated\": \"31\", \"support\": 128, \"avg_response\": 52.76347656195313}, {\"ProductRelated\": \"33\", \"support\": 121, \"avg_response\": 57.62031680471074}, {\"ProductRelated\": \"32\", \"support\": 119, \"avg_response\": 20.621148459411764}, {\"ProductRelated\": \"37\", \"support\": 118, \"avg_response\": 25.481779660762715}, {\"ProductRelated\": \"36\", \"support\": 110, \"avg_response\": 55.284848484545456}, {\"ProductRelated\": \"39\", \"support\": 109, \"avg_response\": 30.851681957155964}, {\"ProductRelated\": \"34\", \"support\": 103, \"avg_response\": 45.804093850776695}, {\"ProductRelated\": \"35\", \"support\": 101, \"avg_response\": 34.92722772376238}, {\"ProductRelated\": \"38\", \"support\": 89, \"avg_response\": 33.20430711235955}, {\"ProductRelated\": \"41\", \"support\": 85, \"avg_response\": 41.417843137647054}, {\"ProductRelated\": \"42\", \"support\": 77, \"avg_response\": 61.659523809090906}, {\"ProductRelated\": \"43\", \"support\": 73, \"avg_response\": 39.16095890452055}, {\"ProductRelated\": \"45\", \"support\": 71, \"avg_response\": 65.59178404084507}, {\"ProductRelated\": \"40\", \"support\": 71, \"avg_response\": 43.609507042253526}, {\"ProductRelated\": \"44\", \"support\": 69, \"avg_response\": 28.85966183618841}, {\"ProductRelated\": \"46\", \"support\": 68, \"avg_response\": 59.27132703029412}, {\"ProductRelated\": \"50\", \"support\": 64, \"avg_response\": 43.44567708390625}, {\"ProductRelated\": \"48\", \"support\": 62, \"avg_response\": 31.49758064516129}, {\"ProductRelated\": \"49\", \"support\": 60, \"avg_response\": 66.97068376013334}, {\"ProductRelated\": \"53\", \"support\": 60, \"avg_response\": 38.143}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7e43b0b095257f992231fa47aece947c6630c3c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.329290+00:00", + "ended_at": "2026-05-04T09:03:22.341796+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d14c5116b5189e3a", + "problem_id": "v2p_m6_e84980cb80563c1a", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational_Duration, key_col=ProductRelated.", + "bindings": { + "key_col": "ProductRelated", + "measure_col": "Informational_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=13", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 13, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_d14c5116b5189e3a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaf1f52de29aa3318f96466ca46052ebc20855f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Administrative": "0", "support": 5768, "avg_response": 9.895687722925278}, {"Administrative": "1", "support": 1354, "avg_response": 27.621949075211962}, {"Administrative": "2", "support": 1114, "avg_response": 31.06671924423698}, {"Administrative": "3", "support": 915, "avg_response": 43.08117356222951}, {"Administrative": "4", "support": 765, "avg_response": 45.657407407865364}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a54ccffd6c7a79d50d81715487df5142d78190e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_d1febc15bf8694bf +-- problem_id: v2p_m6_0041d11e0e4847ef +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "Administrative" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a89598438b2eb42e9df84f7ec048336768453af0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_d1febc15bf8694bf\n-- problem_id: v2p_m6_0041d11e0e4847ef\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Administrative\",\n COUNT(*) AS support,\n AVG(\"Informational_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Administrative\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_d1febc15bf8694bf\\n-- problem_id: v2p_m6_0041d11e0e4847ef\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Administrative\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Administrative\", \"support\", \"avg_response\"], \"rows\": [{\"Administrative\": \"0\", \"support\": 5768, \"avg_response\": 9.895687722925278}, {\"Administrative\": \"1\", \"support\": 1354, \"avg_response\": 27.621949075211962}, {\"Administrative\": \"2\", \"support\": 1114, \"avg_response\": 31.06671924423698}, {\"Administrative\": \"3\", \"support\": 915, \"avg_response\": 43.08117356222951}, {\"Administrative\": \"4\", \"support\": 765, \"avg_response\": 45.657407407865364}, {\"Administrative\": \"5\", \"support\": 575, \"avg_response\": 44.395811445874784}, {\"Administrative\": \"6\", \"support\": 432, \"avg_response\": 67.57120342819445}, {\"Administrative\": \"7\", \"support\": 338, \"avg_response\": 76.09508875786983}, {\"Administrative\": \"8\", \"support\": 287, \"avg_response\": 118.33736271449477}, {\"Administrative\": \"9\", \"support\": 225, \"avg_response\": 92.84525290915555}, {\"Administrative\": \"10\", \"support\": 153, \"avg_response\": 105.85386257614378}, {\"Administrative\": \"11\", \"support\": 105, \"avg_response\": 150.85299320380952}, {\"Administrative\": \"12\", \"support\": 86, \"avg_response\": 150.08465116197675}, {\"Administrative\": \"13\", \"support\": 56, \"avg_response\": 119.88901360410715}, {\"Administrative\": \"14\", \"support\": 44, \"avg_response\": 217.62978895227272}, {\"Administrative\": \"15\", \"support\": 38, \"avg_response\": 228.54780702631578}, {\"Administrative\": \"16\", \"support\": 24, \"avg_response\": 111.31868055708333}, {\"Administrative\": \"17\", \"support\": 16, \"avg_response\": 369.66339283125}, {\"Administrative\": \"18\", \"support\": 12, \"avg_response\": 206.95138888333335}, {\"Administrative\": \"19\", \"support\": 6, \"avg_response\": 88.73333333333333}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aad13f8e1d88a3acf9f0f260f374c8c4142de2c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.170815+00:00", + "ended_at": "2026-05-04T09:03:22.182398+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d1febc15bf8694bf", + "problem_id": "v2p_m6_0041d11e0e4847ef", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational_Duration, key_col=Administrative.", + "bindings": { + "key_col": "Administrative", + "measure_col": "Informational_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_d1febc15bf8694bf.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a14354caa482771133df62d7e0709657d485ccb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10837, "bytes_utf8": 10837, "lines": 314, "estimated_tokens": 2900}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 640, "bytes_utf8": 640, "lines": 1, "estimated_tokens": 158}, "usage": {"input_tokens": 22991, "cached_input_tokens": 19840, "output_tokens": 253}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6b354b3772292504e151d24eec9fb7a20e29e0e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d3dfd72c8d1afb40", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 19840, + "output_tokens": 253, + "total_tokens": 23244, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 158, + "estimated_total_tokens": 3058, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15449.16, + "sql_execution_elapsed_ms_total": 34.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_d3dfd72c8d1afb40\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1f7ea24373536c092321a80c7173121e19775fea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:40:42.771555+00:00", + "ended_at": "2026-05-04T08:40:58.215085+00:00", + "elapsed_ms": 15449.16, + "prompt_metrics": { + "chars": 10837, + "bytes_utf8": 10837, + "lines": 314, + "estimated_tokens": 2900 + }, + "stdout_metrics": { + "chars": 990, + "bytes_utf8": 990, + "lines": 4, + "estimated_tokens": 281 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13167 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 640, + "bytes_utf8": 640, + "lines": 1, + "estimated_tokens": 158 + }, + "usage": { + "input_tokens": 22991, + "cached_input_tokens": 19840, + "output_tokens": 253 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e877e147035f5e6a12228805b01e488daf36e5db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, measure_col=BounceRates.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "BounceRates", + "item_col": "Administrative_Duration", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf7b8674e51a2b4570f5c521c0bbee5c8950969c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df225-96a4-71d1-92b4-c7a666467be1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"SpecialDay\\\", \\\"Administrative_Duration\\\",\\n SUM(CAST(\\\"BounceRates\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"BounceRates\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"BounceRates\\\" AS REAL))) OVER (PARTITION BY \\\"SpecialDay\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Administrative_Duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"SpecialDay\\\", item_col=\\\"Administrative_Duration\\\", and measure_col=\\\"BounceRates\\\". CAST to REAL is applied because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22991,"cached_input_tokens":19840,"output_tokens":253}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..188f0b0949bb4667ea122157c18a628c3900bcda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"SpecialDay\", \"Administrative_Duration\",\n SUM(CAST(\"BounceRates\" AS REAL)) AS total_measure,\n SUM(CAST(\"BounceRates\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"BounceRates\" AS REAL))) OVER (PARTITION BY \"SpecialDay\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Administrative_Duration\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"SpecialDay\", item_col=\"Administrative_Duration\", and measure_col=\"BounceRates\". CAST to REAL is applied because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a1f8d9f699bcf4844850ddf83c0b092ddcdd552 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:40:42.973543Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:40:45.359988Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:40:57.440002Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..16b049f8ec233bcd960e7d3cba8dc87cb0aac6aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, measure_col=BounceRates. +Result preview: [{"SpecialDay": "0.6", "Administrative_Duration": "0", "total_measure": 11.730085442, "share_within_group": 91.27607717101922}, {"SpecialDay": "0.8", "Administrative_Duration": "0", "total_measure": 10.199344557, "share_within_group": 90.13208240780422}, {"SpecialDay": "1", "Administrative_Duration": "0", "total_measure": 3.475055031, "share_within_group": 84.80677833703544}, {"SpecialDay": "0.4", "Administrative_Duration": "0", "total_measure": 7.360668278, "share_within_group": 83.9305798526619}, {"SpecialDay": "0.2", "Administrative_Duration": "0", "total_measure": 4.512672563, "share_within_group": 83.25691080286637}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5bb2cc542f9cab02e330fa06a7b2f3d3153d7670 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_d3dfd72c8d1afb40 +-- problem_id: v2p_m6_875947f4150833b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Administrative_Duration", + SUM(CAST("BounceRates" AS REAL)) AS total_measure, + SUM(CAST("BounceRates" AS REAL)) * 100.0 / SUM(SUM(CAST("BounceRates" AS REAL))) OVER (PARTITION BY "SpecialDay") AS share_within_group +FROM "m6" +GROUP BY "SpecialDay", "Administrative_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2fd50841afbb9c8ac5acbfa0e5af8995bdb3427 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"SpecialDay\", \"Administrative_Duration\",\n SUM(CAST(\"BounceRates\" AS REAL)) AS total_measure,\n SUM(CAST(\"BounceRates\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"BounceRates\" AS REAL))) OVER (PARTITION BY \"SpecialDay\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Administrative_Duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"SpecialDay\\\", \\\"Administrative_Duration\\\",\\n SUM(CAST(\\\"BounceRates\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"BounceRates\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"BounceRates\\\" AS REAL))) OVER (PARTITION BY \\\"SpecialDay\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Administrative_Duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"SpecialDay\", \"Administrative_Duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"SpecialDay\": \"0.6\", \"Administrative_Duration\": \"0\", \"total_measure\": 11.730085442, \"share_within_group\": 91.27607717101922}, {\"SpecialDay\": \"0.8\", \"Administrative_Duration\": \"0\", \"total_measure\": 10.199344557, \"share_within_group\": 90.13208240780422}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"0\", \"total_measure\": 3.475055031, \"share_within_group\": 84.80677833703544}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"0\", \"total_measure\": 7.360668278, \"share_within_group\": 83.9305798526619}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"0\", \"total_measure\": 4.512672563, \"share_within_group\": 83.25691080286637}, {\"SpecialDay\": \"0\", \"Administrative_Duration\": \"0\", \"total_measure\": 191.17420178700002, \"share_within_group\": 82.7004063504467}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"16.66666667\", \"total_measure\": 0.088888889, \"share_within_group\": 1.6399626162814263}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"5\", \"total_measure\": 0.122128851, \"share_within_group\": 1.392583511989826}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"118.7\", \"total_measure\": 0.049481481, \"share_within_group\": 1.207567924398499}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"9\", \"total_measure\": 0.048, \"share_within_group\": 1.1714132075215764}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"7\", \"total_measure\": 0.047391478, \"share_within_group\": 1.156562567774338}, {\"SpecialDay\": \"0.8\", \"Administrative_Duration\": \"20\", \"total_measure\": 0.12, \"share_within_group\": 1.0604455833893158}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"114\", \"total_measure\": 0.092592593, \"share_within_group\": 1.055794083776196}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"200.5238095\", \"total_measure\": 0.042083333, \"share_within_group\": 1.0270202519318459}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"56\", \"total_measure\": 0.088888889, \"share_within_group\": 1.013562317232427}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"85\", \"total_measure\": 0.04, \"share_within_group\": 0.9761776729346471}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"11\", \"total_measure\": 0.05, \"share_within_group\": 0.9224789705052036}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"423.5\", \"total_measure\": 0.05, \"share_within_group\": 0.9224789705052036}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"23\", \"total_measure\": 0.076363636, \"share_within_group\": 0.8707421672966752}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"255\", \"total_measure\": 0.035294118, \"share_within_group\": 0.861333249438021}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"18\", \"total_measure\": 0.075, \"share_within_group\": 0.8551932040958689}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"44.75\", \"total_measure\": 0.066666667, \"share_within_group\": 0.7601717407749642}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"43.75\", \"total_measure\": 0.066226415, \"share_within_group\": 0.7551517338617694}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"6\", \"total_measure\": 0.06399108199999999, \"share_within_group\": 0.7296631793218862}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"149.5\", \"total_measure\": 0.038709677, \"share_within_group\": 0.714177259750979}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"5\", \"total_measure\": 0.038654646, \"share_within_group\": 0.7131619609464618}, {\"SpecialDay\": \"0.8\", \"Administrative_Duration\": \"114.6666667\", \"total_measure\": 0.08, \"share_within_group\": 0.7069637222595438}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"89\", \"total_measure\": 0.033925712999999996, \"share_within_group\": 0.6259151360378999}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"73\", \"total_measure\": 0.033333333, \"share_within_group\": 0.6149859741869426}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"178\", \"total_measure\": 0.031944444, \"share_within_group\": 0.5893615562896225}, {\"SpecialDay\": \"0.8\", \"Administrative_Duration\": \"2\", \"total_measure\": 0.066666667, \"share_within_group\": 0.5891364381619687}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"6\", \"total_measure\": 0.030769231, \"share_within_group\": 0.567679370722336}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"119\", \"total_measure\": 0.022222222, \"share_within_group\": 0.5423209239849279}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"55.5\", \"total_measure\": 0.022222222, \"share_within_group\": 0.5423209239849279}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"27.53333333\", \"total_measure\": 0.02173913, \"share_within_group\": 0.5305313333755943}, {\"SpecialDay\": \"0.8\", \"Administrative_Duration\": \"94\", \"total_measure\": 0.06, \"share_within_group\": 0.5302227916946579}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"471.5\", \"total_measure\": 0.046153846, \"share_within_group\": 0.5262727392278306}, {\"SpecialDay\": \"0.6\", \"Administrative_Duration\": \"25\", \"total_measure\": 0.066666667, \"share_within_group\": 0.5187576741801742}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"46.5\", \"total_measure\": 0.045454545, \"share_within_group\": 0.5182989063902647}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"55\", \"total_measure\": 0.045326136, \"share_within_group\": 0.5168347130016682}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"10.5\", \"total_measure\": 0.027659574, \"share_within_group\": 0.5103075069626499}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"5.5\", \"total_measure\": 0.044444444, \"share_within_group\": 0.5067811529149255}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"248.8\", \"total_measure\": 0.026728111, \"share_within_group\": 0.49312240637657606}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"43.1\", \"total_measure\": 0.026502732, \"share_within_group\": 0.4889642586187063}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"11\", \"total_measure\": 0.019512195, \"share_within_group\": 0.47618422772367636}, {\"SpecialDay\": \"1\", \"Administrative_Duration\": \"604.5\", \"total_measure\": 0.019393939, \"share_within_group\": 0.47329825605141235}, {\"SpecialDay\": \"0.8\", \"Administrative_Duration\": \"5\", \"total_measure\": 0.053333333, \"share_within_group\": 0.471309145227347}, {\"SpecialDay\": \"0.4\", \"Administrative_Duration\": \"91.5\", \"total_measure\": 0.038888889, \"share_within_group\": 0.44343351450184787}, {\"SpecialDay\": \"0.6\", \"Administrative_Duration\": \"27\", \"total_measure\": 0.055384615, \"share_within_group\": 0.4309679087866263}, {\"SpecialDay\": \"0.2\", \"Administrative_Duration\": \"253.75\", \"total_measure\": 0.023076923, \"share_within_group\": 0.425759523429357}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 34.03}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dcb5e623130dc2fb6c251a91ed706028cebcc942 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:40:42.765562+00:00", + "ended_at": "2026-05-04T08:40:58.281886+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d3dfd72c8d1afb40", + "problem_id": "v2p_m6_875947f4150833b3", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, measure_col=BounceRates.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "BounceRates", + "item_col": "Administrative_Duration", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_d3dfd72c8d1afb40.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d3dfd72c8d1afb40", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 19840, + "output_tokens": 253, + "total_tokens": 23244, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 158, + "estimated_total_tokens": 3058, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15449.16, + "sql_execution_elapsed_ms_total": 34.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_d3dfd72c8d1afb40\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67e9bd6e2c4243e375b6f2d153ef16468656a419 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d3dfd72c8d1afb40/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:40:58.239210+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15449.16, "started_at": "2026-05-04T08:40:42.771555+00:00", "ended_at": "2026-05-04T08:40:58.215085+00:00", "prompt_metrics": {"chars": 10837, "bytes_utf8": 10837, "lines": 314, "estimated_tokens": 2900}, "response_metrics": {"chars": 640, "bytes_utf8": 640, "lines": 1, "estimated_tokens": 158}, "usage": {"input_tokens": 22991, "cached_input_tokens": 19840, "output_tokens": 253}, "stderr_preview": "2026-05-04T08:40:42.973543Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:40:45.359988Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, condition_col=Weekend.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "SpecialDay", + "condition_col": "Weekend", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..601d9c32272e4ff07a811cc150fa5e7748d89f08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-818c-7162-8639-5d4d04f8d11e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"SpecialDay\\\",\\n AVG(CASE WHEN \\\"Weekend\\\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col=\\\"SpecialDay\\\" and condition_col=\\\"Weekend\\\", measuring the within-group proportion of rows where Weekend = 'FALSE'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22930,"cached_input_tokens":22400,"output_tokens":118}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a99dfa0a2b560b0388017cb7323746e3eb14dfd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"SpecialDay\",\n AVG(CASE WHEN \"Weekend\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY condition_rate DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col=\"SpecialDay\" and condition_col=\"Weekend\", measuring the within-group proportion of rows where Weekend = 'FALSE'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c28c9401ccb1eccb17c1145605a355d05b216f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:53.354190Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:55.712027Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:03.044006Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2e491c4471100e9a6a65e39958d99e91be24c60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, condition_col=Weekend. +Result preview: [{"SpecialDay": "0.6", "condition_rate": 1.0}, {"SpecialDay": "0.4", "condition_rate": 1.0}, {"SpecialDay": "0.2", "condition_rate": 1.0}, {"SpecialDay": "0.8", "condition_rate": 0.9815384615384616}, {"SpecialDay": "0", "condition_rate": 0.7555736077263291}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bfd421da95a8bbdbee31a9d138086723aceded4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_d53fb7c9f4377491 +-- problem_id: v2p_m6_01bd4474581f9691 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", + AVG(CASE WHEN "Weekend" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..774e0d24e9579cfd1c3051d0c938f23fe4866e57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"SpecialDay\",\n AVG(CASE WHEN \"Weekend\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"SpecialDay\\\",\\n AVG(CASE WHEN \\\"Weekend\\\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"SpecialDay\", \"condition_rate\"], \"rows\": [{\"SpecialDay\": \"0.6\", \"condition_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"condition_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"condition_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"condition_rate\": 0.9815384615384616}, {\"SpecialDay\": \"0\", \"condition_rate\": 0.7555736077263291}, {\"SpecialDay\": \"1\", \"condition_rate\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..188544f11d67a203947e596d547ef380c88df608 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:31:49.895467+00:00", + "ended_at": "2026-05-04T08:32:03.890969+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d53fb7c9f4377491", + "problem_id": "v2p_m6_01bd4474581f9691", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, condition_col=Weekend.", + "bindings": { + "group_col": "SpecialDay", + "condition_col": "Weekend", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=68" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_d53fb7c9f4377491.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d53fb7c9f4377491", + "api_calls": 0, + "input_tokens": 22930, + "cached_input_tokens": 22400, + "output_tokens": 118, + "total_tokens": 23048, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2839, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2941, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13957.65, + "sql_execution_elapsed_ms_total": 8.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_d53fb7c9f4377491\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f1eca37132f87b6377441e89fe2c90b95488a96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d53fb7c9f4377491/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:03.874561+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13957.65, "started_at": "2026-05-04T08:31:49.900067+00:00", "ended_at": "2026-05-04T08:32:03.857385+00:00", "prompt_metrics": {"chars": 10660, "bytes_utf8": 10660, "lines": 315, "estimated_tokens": 2839}, "response_metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22930, "cached_input_tokens": 22400, "output_tokens": 118}, "stderr_preview": "2026-05-04T08:31:53.354190Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:55.712027Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=Month, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Month", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5441ef30e92dce580ab22965568c3b2f3dfcbdb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-d34a-7af1-aa9d-8e1bb8af8e57"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Month\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Month\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"SpecialDay\\\", group_col_2=\\\"Month\\\", and target_col=\\\"VisitorType\\\", preserving SQLite compatibility and quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22970,"cached_input_tokens":21888,"output_tokens":217}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b06af6990ec2877eb8ab2c86adef7947cbfcbe5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Month\",\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Month\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"SpecialDay\", group_col_2=\"Month\", and target_col=\"VisitorType\", preserving SQLite compatibility and quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c2d90a5ea9eed5c520707eb88bc7a511a8548d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:19.740984Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:22.179964Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:32.235271Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b5756654a350fc16e51ff08d66cde9c8eea3443 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=Month, target_col=VisitorType. +Result preview: [{"SpecialDay": "0", "Month": "Dec", "target_rate": 0.03590040532715692}, {"SpecialDay": "0", "Month": "Nov", "target_rate": 0.00733822548365577}, {"SpecialDay": "0", "Month": "June", "target_rate": 0.003472222222222222}, {"SpecialDay": "0", "Month": "Aug", "target_rate": 0.0}, {"SpecialDay": "0", "Month": "Feb", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e9acd91882317339734ce11eb2d8f15f060cc0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_d6368566264e77a9 +-- problem_id: v2p_m6_677645db9fee562b +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Month", + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "Month" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2682f7baa7e17aaa44143df1498c883343b610a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Month\",\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Month\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Month\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Month\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"SpecialDay\", \"Month\", \"target_rate\"], \"rows\": [{\"SpecialDay\": \"0\", \"Month\": \"Dec\", \"target_rate\": 0.03590040532715692}, {\"SpecialDay\": \"0\", \"Month\": \"Nov\", \"target_rate\": 0.00733822548365577}, {\"SpecialDay\": \"0\", \"Month\": \"June\", \"target_rate\": 0.003472222222222222}, {\"SpecialDay\": \"0\", \"Month\": \"Aug\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0\", \"Month\": \"Feb\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0\", \"Month\": \"Jul\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0\", \"Month\": \"Mar\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0\", \"Month\": \"May\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0\", \"Month\": \"Oct\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0\", \"Month\": \"Sep\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Month\": \"Feb\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"Month\": \"May\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Month\": \"Feb\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Month\": \"May\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Month\": \"Feb\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Month\": \"May\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Month\": \"Feb\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Month\": \"May\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"Month\": \"Feb\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"Month\": \"May\", \"target_rate\": 0.0}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..004bba81b43edf935dd1da786b160ce7fac0ed85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:33:19.552882+00:00", + "ended_at": "2026-05-04T08:33:33.193646+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d6368566264e77a9", + "problem_id": "v2p_m6_677645db9fee562b", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=Month, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Month", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_d6368566264e77a9.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d6368566264e77a9", + "api_calls": 0, + "input_tokens": 22970, + "cached_input_tokens": 21888, + "output_tokens": 217, + "total_tokens": 23187, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2879, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2992, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13597.03, + "sql_execution_elapsed_ms_total": 12.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_d6368566264e77a9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51e2265006f670080abe1dc04e936c628de5df11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d6368566264e77a9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:33.173803+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13597.03, "started_at": "2026-05-04T08:33:19.556298+00:00", "ended_at": "2026-05-04T08:33:33.153734+00:00", "prompt_metrics": {"chars": 10710, "bytes_utf8": 10710, "lines": 315, "estimated_tokens": 2879}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22970, "cached_input_tokens": 21888, "output_tokens": 217}, "stderr_preview": "2026-05-04T08:33:19.740984Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:22.179964Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Month, measure_col=Browser.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Month", + "measure_col": "Browser", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dea4468893e83e576a254820f742b1c66aad6822 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-5f87-7d41-88c3-d6e0f0b54dc6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Month\\\", AVG(CAST(\\\"Browser\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned grouped mean template with group_col=\\\"Month\\\" and measure_col=\\\"Browser\\\". CAST to REAL is needed because the SQLite schema stores \\\"Browser\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22866,"cached_input_tokens":19840,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..052484aa245ed6b50cd416d1c948d1b04017254f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Month\", AVG(CAST(\"Browser\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Month\"\nORDER BY avg_measure DESC;","notes":"Used the planned grouped mean template with group_col=\"Month\" and measure_col=\"Browser\". CAST to REAL is needed because the SQLite schema stores \"Browser\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..894ce534810c218a73478f098841b71b68582d0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:15.991566Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:21.609983Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:33.078219Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9273e93a363977b64be17054468cf93c6c25dedd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Month, measure_col=Browser. +Result preview: [{"Month": "Dec", "avg_measure": 2.613202084539664}, {"Month": "Sep", "avg_measure": 2.486607142857143}, {"Month": "Jul", "avg_measure": 2.3796296296296298}, {"Month": "Aug", "avg_measure": 2.3787528868360277}, {"Month": "May", "avg_measure": 2.3689060642092747}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3c88e525c069aa50887769d13a8d1a2f07d6b37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_d69e596d4f63103c +-- problem_id: v2p_m6_158a77779b77a3a6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", AVG(CAST("Browser" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Month" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c08364fc22fb6bf778fd644d4d691ca83662c784 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Month\", AVG(CAST(\"Browser\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Month\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Month\\\", AVG(CAST(\\\"Browser\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Month\", \"avg_measure\"], \"rows\": [{\"Month\": \"Dec\", \"avg_measure\": 2.613202084539664}, {\"Month\": \"Sep\", \"avg_measure\": 2.486607142857143}, {\"Month\": \"Jul\", \"avg_measure\": 2.3796296296296298}, {\"Month\": \"Aug\", \"avg_measure\": 2.3787528868360277}, {\"Month\": \"May\", \"avg_measure\": 2.3689060642092747}, {\"Month\": \"June\", \"avg_measure\": 2.3159722222222223}, {\"Month\": \"Mar\", \"avg_measure\": 2.291557420031463}, {\"Month\": \"Nov\", \"avg_measure\": 2.2508338892595066}, {\"Month\": \"Oct\", \"avg_measure\": 2.227686703096539}, {\"Month\": \"Feb\", \"avg_measure\": 2.1793478260869565}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bc862ccd8293a244bd753adca6bfa1da19657bc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:14:15.791320+00:00", + "ended_at": "2026-05-04T08:14:34.039123+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d69e596d4f63103c", + "problem_id": "v2p_m6_158a77779b77a3a6", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Month, measure_col=Browser.", + "bindings": { + "group_col": "Month", + "measure_col": "Browser", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_d69e596d4f63103c.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d69e596d4f63103c", + "api_calls": 0, + "input_tokens": 22866, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 22989, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2775, + "estimated_output_tokens": 88, + "estimated_total_tokens": 2863, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18185.29, + "sql_execution_elapsed_ms_total": 14.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_d69e596d4f63103c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26252264938471c5e682aef3ec473e4212bdf9e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d69e596d4f63103c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:34.014766+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18185.29, "started_at": "2026-05-04T08:14:15.794536+00:00", "ended_at": "2026-05-04T08:14:33.980219+00:00", "prompt_metrics": {"chars": 10396, "bytes_utf8": 10396, "lines": 312, "estimated_tokens": 2775}, "response_metrics": {"chars": 356, "bytes_utf8": 356, "lines": 1, "estimated_tokens": 88}, "usage": {"input_tokens": 22866, "cached_input_tokens": 19840, "output_tokens": 123}, "stderr_preview": "2026-05-04T08:14:15.991566Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:21.609983Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Weekend, measure_col=Administrative.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Weekend", + "measure_col": "Administrative", + "predicate_col": "Month", + "predicate_op": "=", + "predicate_value": "Aug", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..136f42e9818e1cb4d6444f8d1880620832d606b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-e666-7501-a023-685eecd01abd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Weekend\\\", SUM(CAST(\\\"Administrative\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE \\\"Month\\\" = 'Aug'\\nGROUP BY \\\"Weekend\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the requested template with group_col=\\\"Weekend\\\", measure_col=\\\"Administrative\\\", and filter Month='Aug'. CAST to NUMERIC is included because the schema snapshot shows \\\"Administrative\\\" stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22942,"cached_input_tokens":22400,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..791f5532bcb151976094525ffbde161bac313466 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Weekend\", SUM(CAST(\"Administrative\" AS NUMERIC)) AS total_measure\nFROM \"m6\"\nWHERE \"Month\" = 'Aug'\nGROUP BY \"Weekend\"\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the requested template with group_col=\"Weekend\", measure_col=\"Administrative\", and filter Month='Aug'. CAST to NUMERIC is included because the schema snapshot shows \"Administrative\" stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb35f88fedb534513083518dcf5abc2fd5087ad5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:18.214267Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:20.633033Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:28.630859Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..26b11f3dbe6e885bfd6fca4a8fad345bdf7cce56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Weekend, measure_col=Administrative. +Result preview: [{"Weekend": "FALSE", "total_measure": 976}, {"Weekend": "TRUE", "total_measure": 382}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa0646be585e9933de97cae7a1fe63bff4edab79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_d7f3c25edad4a6c8 +-- problem_id: v2p_m6_44a24989eb70e474 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", SUM(CAST("Administrative" AS NUMERIC)) AS total_measure +FROM "m6" +WHERE "Month" = 'Aug' +GROUP BY "Weekend" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..95a6705075d15bd675ffaf264c9f4a62873bc058 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Weekend\", SUM(CAST(\"Administrative\" AS NUMERIC)) AS total_measure\nFROM \"m6\"\nWHERE \"Month\" = 'Aug'\nGROUP BY \"Weekend\"\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Weekend\\\", SUM(CAST(\\\"Administrative\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE \\\"Month\\\" = 'Aug'\\nGROUP BY \\\"Weekend\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"Weekend\", \"total_measure\"], \"rows\": [{\"Weekend\": \"FALSE\", \"total_measure\": 976}, {\"Weekend\": \"TRUE\", \"total_measure\": 382}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..27bb64403f3151a3656e8b90e8d1909b0b7ab4d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:20:17.995789+00:00", + "ended_at": "2026-05-04T08:20:29.337119+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d7f3c25edad4a6c8", + "problem_id": "v2p_m6_44a24989eb70e474", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Weekend, measure_col=Administrative.", + "bindings": { + "group_col": "Weekend", + "measure_col": "Administrative", + "predicate_col": "Month", + "predicate_op": "=", + "predicate_value": "Aug", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_d7f3c25edad4a6c8.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d7f3c25edad4a6c8", + "api_calls": 0, + "input_tokens": 22942, + "cached_input_tokens": 22400, + "output_tokens": 124, + "total_tokens": 23066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2853, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11307.72, + "sql_execution_elapsed_ms_total": 4.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_d7f3c25edad4a6c8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea076fb501c29eead5a49413c760170138fa59ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d7f3c25edad4a6c8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:29.325361+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11307.72, "started_at": "2026-05-04T08:20:17.999971+00:00", "ended_at": "2026-05-04T08:20:29.307497+00:00", "prompt_metrics": {"chars": 10687, "bytes_utf8": 10687, "lines": 316, "estimated_tokens": 2853}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22942, "cached_input_tokens": 22400, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:20:18.214267Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:20.633033Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d8826611dd096837/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d8826611dd096837/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f0f67c7e87566f08d1856cf76ca1f4bbef6472a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d8826611dd096837/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_d8826611dd096837\n-- problem_id: v2p_m6_074d6d6a74377a09\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Informational_Duration\",\n COUNT(*) AS support,\n AVG(\"Administrative_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Informational_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_d8826611dd096837\\n-- problem_id: v2p_m6_074d6d6a74377a09\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Informational_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Informational_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"Informational_Duration\": \"0\", \"support\": 9925, \"avg_response\": 58.30521000049078}, {\"Informational_Duration\": \"9\", \"support\": 33, \"avg_response\": 172.9520580169697}, {\"Informational_Duration\": \"10\", \"support\": 26, \"avg_response\": 147.64046595115386}, {\"Informational_Duration\": \"7\", \"support\": 26, \"avg_response\": 128.3072115423077}, {\"Informational_Duration\": \"6\", \"support\": 26, \"avg_response\": 85.43713286730768}, {\"Informational_Duration\": \"13\", \"support\": 23, \"avg_response\": 117.28662434782609}, {\"Informational_Duration\": \"12\", \"support\": 23, \"avg_response\": 117.11740497565218}, {\"Informational_Duration\": \"16\", \"support\": 22, \"avg_response\": 145.455388835}, {\"Informational_Duration\": \"8\", \"support\": 22, \"avg_response\": 129.34545593181818}, {\"Informational_Duration\": \"11\", \"support\": 21, \"avg_response\": 134.75941086190474}, {\"Informational_Duration\": \"17\", \"support\": 18, \"avg_response\": 106.8365740761111}, {\"Informational_Duration\": \"5\", \"support\": 18, \"avg_response\": 99.43247805722223}, {\"Informational_Duration\": \"15\", \"support\": 18, \"avg_response\": 85.49462962777778}, {\"Informational_Duration\": \"23\", \"support\": 17, \"avg_response\": 180.35245098058823}, {\"Informational_Duration\": \"18\", \"support\": 17, \"avg_response\": 135.15999999411764}, {\"Informational_Duration\": \"14\", \"support\": 17, \"avg_response\": 127.15281040588236}, {\"Informational_Duration\": \"4\", \"support\": 17, \"avg_response\": 74.53284313529412}, {\"Informational_Duration\": \"3\", \"support\": 16, \"avg_response\": 188.916145808125}, {\"Informational_Duration\": \"21\", \"support\": 14, \"avg_response\": 147.40233426928572}, {\"Informational_Duration\": \"20\", \"support\": 14, \"avg_response\": 127.34107143571428}, {\"Informational_Duration\": \"27\", \"support\": 12, \"avg_response\": 118.62281745833333}, {\"Informational_Duration\": \"19\", \"support\": 12, \"avg_response\": 101.62416055833334}, {\"Informational_Duration\": \"31\", \"support\": 11, \"avg_response\": 110.29545454545455}, {\"Informational_Duration\": \"2\", \"support\": 11, \"avg_response\": 65.55719697272728}, {\"Informational_Duration\": \"39\", \"support\": 10, \"avg_response\": 115.61098484700001}, {\"Informational_Duration\": \"56\", \"support\": 10, \"avg_response\": 90.379999993}, {\"Informational_Duration\": \"33\", \"support\": 9, \"avg_response\": 184.9611111111111}, {\"Informational_Duration\": \"32\", \"support\": 9, \"avg_response\": 168.36234568555557}, {\"Informational_Duration\": \"41\", \"support\": 9, \"avg_response\": 117.02910053333335}, {\"Informational_Duration\": \"34\", \"support\": 9, \"avg_response\": 88.27407407777778}, {\"Informational_Duration\": \"26\", \"support\": 9, \"avg_response\": 65.08650793333334}, {\"Informational_Duration\": \"29.5\", \"support\": 8, \"avg_response\": 202.2830357125}, {\"Informational_Duration\": \"37\", \"support\": 8, \"avg_response\": 176.395833325}, {\"Informational_Duration\": \"22\", \"support\": 8, \"avg_response\": 100.416666675}, {\"Informational_Duration\": \"53\", \"support\": 8, \"avg_response\": 95.26770832875}, {\"Informational_Duration\": \"40\", \"support\": 8, \"avg_response\": 66.2470238125}, {\"Informational_Duration\": \"51\", \"support\": 8, \"avg_response\": 61.56155302875}, {\"Informational_Duration\": \"55\", \"support\": 8, \"avg_response\": 58.3447916625}, {\"Informational_Duration\": \"24\", \"support\": 8, \"avg_response\": 47.811904762124996}, {\"Informational_Duration\": \"108\", \"support\": 7, \"avg_response\": 338.84984537142856}, {\"Informational_Duration\": \"35\", \"support\": 7, \"avg_response\": 293.30952381}, {\"Informational_Duration\": \"28.5\", \"support\": 7, \"avg_response\": 211.96428570428571}, {\"Informational_Duration\": \"28.2\", \"support\": 7, \"avg_response\": 211.05095238571428}, {\"Informational_Duration\": \"86\", \"support\": 7, \"avg_response\": 173.09693877142857}, {\"Informational_Duration\": \"61\", \"support\": 7, \"avg_response\": 136.9047619}, {\"Informational_Duration\": \"29\", \"support\": 7, \"avg_response\": 116.57142857142857}, {\"Informational_Duration\": \"28\", \"support\": 7, \"avg_response\": 30.734084542857143}, {\"Informational_Duration\": \"46.5\", \"support\": 6, \"avg_response\": 453.93643791666665}, {\"Informational_Duration\": \"64\", \"support\": 6, \"avg_response\": 370.9027777666667}, {\"Informational_Duration\": \"21.2\", \"support\": 6, \"avg_response\": 187.47738096333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d8826611dd096837/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d8826611dd096837/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..df9b3538e995962ff2479cbb940f009200bdcf83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d8826611dd096837/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.250548+00:00", + "ended_at": "2026-05-04T09:03:22.263714+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d8826611dd096837", + "problem_id": "v2p_m6_074d6d6a74377a09", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative_Duration, key_col=Informational_Duration.", + "bindings": { + "key_col": "Informational_Duration", + "measure_col": "Administrative_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_d8826611dd096837.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d8826611dd096837/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d8826611dd096837/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d8826611dd096837/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5eef6ead21ee0133709cb3d14bf3cf96fe8b401 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10300, "bytes_utf8": 10300, "lines": 310, "estimated_tokens": 2750}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 329, "bytes_utf8": 329, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 22841, "cached_input_tokens": 19840, "output_tokens": 97}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f17a291098315932ec0c7e27d01c61a3f4ea5f4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d968bee780c655a6", + "api_calls": 0, + "input_tokens": 22841, + "cached_input_tokens": 19840, + "output_tokens": 97, + "total_tokens": 22938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2750, + "estimated_output_tokens": 81, + "estimated_total_tokens": 2831, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12227.69, + "sql_execution_elapsed_ms_total": 9.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_d968bee780c655a6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b8c4e20f4838fd8b59df6b8d5310815b69cec89d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:08:52.557762+00:00", + "ended_at": "2026-05-04T08:09:04.785899+00:00", + "elapsed_ms": 12227.69, + "prompt_metrics": { + "chars": 10300, + "bytes_utf8": 10300, + "lines": 310, + "estimated_tokens": 2750 + }, + "stdout_metrics": { + "chars": 648, + "bytes_utf8": 648, + "lines": 4, + "estimated_tokens": 182 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13199 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 329, + "bytes_utf8": 329, + "lines": 1, + "estimated_tokens": 81 + }, + "usage": { + "input_tokens": 22841, + "cached_input_tokens": 19840, + "output_tokens": 97 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36dad6dcb1d9035f6302ea180f4addd224cbae18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,310 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Month.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Month", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28680908e5848634638f1e3f8608a72664bc9ecd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-70c7-72c0-abfa-5fb4ac29b01b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Month\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided grouped count template with group_col bound to \\\"Month\\\" on the single table \\\"m6\\\". Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22841,"cached_input_tokens":19840,"output_tokens":97}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5afc5096cd740600237c5e9fed2c19740248795 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Month\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Month\"\nORDER BY row_count DESC;","notes":"Used the provided grouped count template with group_col bound to \"Month\" on the single table \"m6\". Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8308a860dd8c29bc8ac2ec7181439b2a6404283 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:52.738528Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:55.287928Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:03.844006Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cdd02c76b6b3f477c3ac6814f24e164600fe5b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Month. +Result preview: [{"Month": "May", "row_count": 3364}, {"Month": "Nov", "row_count": 2998}, {"Month": "Mar", "row_count": 1907}, {"Month": "Dec", "row_count": 1727}, {"Month": "Oct", "row_count": 549}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3594b50c5bee601edf101ebd5279afbc210ce7fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_d968bee780c655a6 +-- problem_id: v2p_m6_3bd25a1c66c01498 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Month" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7e811d603570cadb91a998452d5457610e4956b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"Month\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Month\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Month\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Month\", \"row_count\"], \"rows\": [{\"Month\": \"May\", \"row_count\": 3364}, {\"Month\": \"Nov\", \"row_count\": 2998}, {\"Month\": \"Mar\", \"row_count\": 1907}, {\"Month\": \"Dec\", \"row_count\": 1727}, {\"Month\": \"Oct\", \"row_count\": 549}, {\"Month\": \"Sep\", \"row_count\": 448}, {\"Month\": \"Aug\", \"row_count\": 433}, {\"Month\": \"Jul\", \"row_count\": 432}, {\"Month\": \"June\", \"row_count\": 288}, {\"Month\": \"Feb\", \"row_count\": 184}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d7312db17951813ecdc457d950b326efff9741b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:08:52.553669+00:00", + "ended_at": "2026-05-04T08:09:04.863124+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d968bee780c655a6", + "problem_id": "v2p_m6_3bd25a1c66c01498", + "dataset_id": "m6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Month.", + "bindings": { + "group_col": "Month", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_d968bee780c655a6.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d968bee780c655a6", + "api_calls": 0, + "input_tokens": 22841, + "cached_input_tokens": 19840, + "output_tokens": 97, + "total_tokens": 22938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2750, + "estimated_output_tokens": 81, + "estimated_total_tokens": 2831, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12227.69, + "sql_execution_elapsed_ms_total": 9.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_d968bee780c655a6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..374b089a9d580564f8ffda6857b5a4e2bbc73edf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_d968bee780c655a6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:04.846601+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12227.69, "started_at": "2026-05-04T08:08:52.557762+00:00", "ended_at": "2026-05-04T08:09:04.785899+00:00", "prompt_metrics": {"chars": 10300, "bytes_utf8": 10300, "lines": 310, "estimated_tokens": 2750}, "response_metrics": {"chars": 329, "bytes_utf8": 329, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 22841, "cached_input_tokens": 19840, "output_tokens": 97}, "stderr_preview": "2026-05-04T08:08:52.738528Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:55.287928Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=TrafficType, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "TrafficType", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c824d4b0e0998120cb1335b8d19d50e4792a93d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-716a-77a3-bd47-9b169803bcae"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"TrafficType\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"TrafficType\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the specified Two-Axis Target Rate Surface template with group_col=\\\"SpecialDay\\\", group_col_2=\\\"TrafficType\\\", and target_col=\\\"VisitorType\\\", targeting 'Returning_Visitor'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22974,"cached_input_tokens":21888,"output_tokens":159}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3bf1cb62bfa41914ff030634c0ec63f957b7b1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"TrafficType\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"TrafficType\"\nORDER BY \"target_rate\" DESC;","notes":"Used the specified Two-Axis Target Rate Surface template with group_col=\"SpecialDay\", group_col_2=\"TrafficType\", and target_col=\"VisitorType\", targeting 'Returning_Visitor'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e8d1adbeda2a75929270bb4d12e354f77da63ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:05.771018Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:08.325094Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:16.429743Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..375268ea291a2fae1ab3d21ee47eb23d2168f310 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=TrafficType, target_col=VisitorType. +Result preview: [{"SpecialDay": "0", "TrafficType": "12", "target_rate": 1.0}, {"SpecialDay": "0.2", "TrafficType": "1", "target_rate": 1.0}, {"SpecialDay": "0.2", "TrafficType": "11", "target_rate": 1.0}, {"SpecialDay": "0.2", "TrafficType": "15", "target_rate": 1.0}, {"SpecialDay": "0.2", "TrafficType": "19", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a9c766c3c546a6a479ce1a86c2ee9f67399de642 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_da561253943da8bf +-- problem_id: v2p_m6_ba66dedda22bfccf +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "TrafficType", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "SpecialDay", "TrafficType" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef254013f6794a70bfef9f4f4db0de7d27d22afe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"TrafficType\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"TrafficType\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"TrafficType\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"TrafficType\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"SpecialDay\", \"TrafficType\", \"target_rate\"], \"rows\": [{\"SpecialDay\": \"0\", \"TrafficType\": \"12\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"1\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"11\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"15\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"19\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"3\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"4\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"6\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"1\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"11\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"13\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"14\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"15\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"19\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"20\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"4\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"7\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"1\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"15\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"19\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"20\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"6\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"7\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"1\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"13\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"14\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"18\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"20\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"3\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"6\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"1\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"13\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"15\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"17\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"19\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"20\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"3\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"6\", \"target_rate\": 1.0}, {\"SpecialDay\": \"1\", \"TrafficType\": \"7\", \"target_rate\": 1.0}, {\"SpecialDay\": \"0\", \"TrafficType\": \"13\", \"target_rate\": 0.991304347826087}, {\"SpecialDay\": \"0\", \"TrafficType\": \"1\", \"target_rate\": 0.9807860262008734}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"13\", \"target_rate\": 0.972972972972973}, {\"SpecialDay\": \"1\", \"TrafficType\": \"2\", \"target_rate\": 0.96875}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"3\", \"target_rate\": 0.9672131147540983}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"4\", \"target_rate\": 0.9661016949152542}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"13\", \"target_rate\": 0.96}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"3\", \"target_rate\": 0.9552238805970149}, {\"SpecialDay\": \"0\", \"TrafficType\": \"10\", \"target_rate\": 0.9444444444444444}, {\"SpecialDay\": \"0\", \"TrafficType\": \"15\", \"target_rate\": 0.9393939393939394}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"2\", \"target_rate\": 0.9245283018867925}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.09}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..efb004568a604f6a7303c6d343e8afc824450ff8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:35:05.534369+00:00", + "ended_at": "2026-05-04T08:35:17.136501+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_da561253943da8bf", + "problem_id": "v2p_m6_ba66dedda22bfccf", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=TrafficType, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "TrafficType", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_da561253943da8bf.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_da561253943da8bf", + "api_calls": 0, + "input_tokens": 22974, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 23133, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2883, + "estimated_output_tokens": 134, + "estimated_total_tokens": 3017, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11555.61, + "sql_execution_elapsed_ms_total": 14.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_da561253943da8bf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5c05e454899dfd6e330c5609894cd185e4feb49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_da561253943da8bf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:35:17.114649+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11555.61, "started_at": "2026-05-04T08:35:05.539581+00:00", "ended_at": "2026-05-04T08:35:17.092467+00:00", "prompt_metrics": {"chars": 10733, "bytes_utf8": 10733, "lines": 315, "estimated_tokens": 2883}, "response_metrics": {"chars": 534, "bytes_utf8": 534, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22974, "cached_input_tokens": 21888, "output_tokens": 159}, "stderr_preview": "2026-05-04T08:35:05.771018Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:08.325094Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Informational, measure_col=ProductRelated_Duration.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Informational", + "measure_col": "ProductRelated_Duration", + "item_col": "Administrative", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1059.697712, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..096daff6e3b3003a40ebc0da7eb79a1f2cc9eded --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df225-5fd9-78f3-a352-7c9e2a29b5a4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Informational\\\", \\\"Administrative\\\",\\n SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"Informational\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\", \\\"Administrative\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"Informational\\\", item_col=\\\"Administrative\\\", and measure_col=\\\"ProductRelated_Duration\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22994,"cached_input_tokens":21888,"output_tokens":256}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05aee8b151a008efb94713df874cd06fc4ba2920 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Informational\", \"Administrative\",\n SUM(CAST(\"ProductRelated_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"ProductRelated_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ProductRelated_Duration\" AS REAL))) OVER (PARTITION BY \"Informational\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Informational\", \"Administrative\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"Informational\", item_col=\"Administrative\", and measure_col=\"ProductRelated_Duration\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91dca78442b9bd171dc56ead05ceaf14bcd574b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:40:28.954363Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:40:31.294261Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:40:41.689578Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3b418f0acc4b230cfb5698cadd663d940babdcb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Informational, measure_col=ProductRelated_Duration. +Result preview: [{"Informational": "11", "Administrative": "8", "total_measure": 7675.14929, "share_within_group": 100.0}, {"Informational": "13", "Administrative": "15", "total_measure": 29970.46597, "share_within_group": 100.0}, {"Informational": "16", "Administrative": "0", "total_measure": 279.8571429, "share_within_group": 100.0}, {"Informational": "24", "Administrative": "17", "total_measure": 43171.23338, "share_within_group": 100.0}, {"Informational": "14", "Administrative": "12", "total_measure": 3684.855282, "share_within_group": 56.63947431820964}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e3f50806d40d87302a7ebb2b71a32d46f343ed82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_dabd316ea31566ea +-- problem_id: v2p_m6_6692ff1dd6d5d920 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", "Administrative", + SUM(CAST("ProductRelated_Duration" AS REAL)) AS total_measure, + SUM(CAST("ProductRelated_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("ProductRelated_Duration" AS REAL))) OVER (PARTITION BY "Informational") AS share_within_group +FROM "m6" +GROUP BY "Informational", "Administrative" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5fe8f421e0d247f2e8c88265318ba2fb445190c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Informational\", \"Administrative\",\n SUM(CAST(\"ProductRelated_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"ProductRelated_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ProductRelated_Duration\" AS REAL))) OVER (PARTITION BY \"Informational\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Informational\", \"Administrative\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Informational\\\", \\\"Administrative\\\",\\n SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"Informational\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\", \\\"Administrative\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Informational\", \"Administrative\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Informational\": \"11\", \"Administrative\": \"8\", \"total_measure\": 7675.14929, \"share_within_group\": 100.0}, {\"Informational\": \"13\", \"Administrative\": \"15\", \"total_measure\": 29970.46597, \"share_within_group\": 100.0}, {\"Informational\": \"16\", \"Administrative\": \"0\", \"total_measure\": 279.8571429, \"share_within_group\": 100.0}, {\"Informational\": \"24\", \"Administrative\": \"17\", \"total_measure\": 43171.23338, \"share_within_group\": 100.0}, {\"Informational\": \"14\", \"Administrative\": \"12\", \"total_measure\": 3684.855282, \"share_within_group\": 56.63947431820964}, {\"Informational\": \"10\", \"Administrative\": \"5\", \"total_measure\": 16079.914843, \"share_within_group\": 54.85874275183203}, {\"Informational\": \"12\", \"Administrative\": \"4\", \"total_measure\": 7838.556598, \"share_within_group\": 46.25200783098068}, {\"Informational\": \"14\", \"Administrative\": \"1\", \"total_measure\": 2820.952419, \"share_within_group\": 43.360525681790364}, {\"Informational\": \"0\", \"Administrative\": \"0\", \"total_measure\": 3110768.83150383, \"share_within_group\": 37.135975692559676}, {\"Informational\": \"8\", \"Administrative\": \"8\", \"total_measure\": 19919.566229, \"share_within_group\": 26.22554241549841}, {\"Informational\": \"6\", \"Administrative\": \"5\", \"total_measure\": 85125.757891, \"share_within_group\": 25.53560459973152}, {\"Informational\": \"7\", \"Administrative\": \"10\", \"total_measure\": 39742.385805, \"share_within_group\": 23.951332298629048}, {\"Informational\": \"8\", \"Administrative\": \"13\", \"total_measure\": 15707.579586, \"share_within_group\": 20.680158892101545}, {\"Informational\": \"10\", \"Administrative\": \"7\", \"total_measure\": 6050.883117, \"share_within_group\": 20.643382976708377}, {\"Informational\": \"5\", \"Administrative\": \"11\", \"total_measure\": 58831.869916999996, \"share_within_group\": 20.187272377519374}, {\"Informational\": \"9\", \"Administrative\": \"13\", \"total_measure\": 18007.66269, \"share_within_group\": 19.17065312468345}, {\"Informational\": \"9\", \"Administrative\": \"10\", \"total_measure\": 16465.407264, \"share_within_group\": 17.52879408331405}, {\"Informational\": \"12\", \"Administrative\": \"15\", \"total_measure\": 2964.590278, \"share_within_group\": 17.492793608033754}, {\"Informational\": \"9\", \"Administrative\": \"12\", \"total_measure\": 16094.986841999998, \"share_within_group\": 17.134450767209827}, {\"Informational\": \"8\", \"Administrative\": \"18\", \"total_measure\": 12959.91515, \"share_within_group\": 17.06266093147994}, {\"Informational\": \"12\", \"Administrative\": \"6\", \"total_measure\": 2720.671429, \"share_within_group\": 16.053531624909162}, {\"Informational\": \"1\", \"Administrative\": \"0\", \"total_measure\": 320598.158191, \"share_within_group\": 15.944658759004401}, {\"Informational\": \"2\", \"Administrative\": \"0\", \"total_measure\": 239608.2863969, \"share_within_group\": 15.353677576563006}, {\"Informational\": \"7\", \"Administrative\": \"20\", \"total_measure\": 23342.08205, \"share_within_group\": 14.067448453260125}, {\"Informational\": \"9\", \"Administrative\": \"7\", \"total_measure\": 12776.11291, \"share_within_group\": 13.60123371343536}, {\"Informational\": \"1\", \"Administrative\": \"1\", \"total_measure\": 270441.9630109, \"share_within_group\": 13.450185860877921}, {\"Informational\": \"5\", \"Administrative\": \"3\", \"total_measure\": 38424.9345757, \"share_within_group\": 13.18493907234918}, {\"Informational\": \"0\", \"Administrative\": \"1\", \"total_measure\": 1050997.96725609, \"share_within_group\": 12.546684462594317}, {\"Informational\": \"12\", \"Administrative\": \"14\", \"total_measure\": 1956.022222, \"share_within_group\": 11.54165999804091}, {\"Informational\": \"8\", \"Administrative\": \"4\", \"total_measure\": 8150.556716, \"share_within_group\": 10.73079445646715}, {\"Informational\": \"6\", \"Administrative\": \"8\", \"total_measure\": 35236.244401, \"share_within_group\": 10.569994639643257}, {\"Informational\": \"9\", \"Administrative\": \"26\", \"total_measure\": 9676.09318, \"share_within_group\": 10.301005141489311}, {\"Informational\": \"3\", \"Administrative\": \"1\", \"total_measure\": 104943.8695772, \"share_within_group\": 10.18654442049289}, {\"Informational\": \"6\", \"Administrative\": \"14\", \"total_measure\": 33792.787014, \"share_within_group\": 10.136993418811945}, {\"Informational\": \"0\", \"Administrative\": \"2\", \"total_measure\": 831027.18050271, \"share_within_group\": 9.920700266270186}, {\"Informational\": \"1\", \"Administrative\": \"2\", \"total_measure\": 196485.7176792, \"share_within_group\": 9.77203904442415}, {\"Informational\": \"2\", \"Administrative\": \"6\", \"total_measure\": 152164.4037209, \"share_within_group\": 9.7504273683203}, {\"Informational\": \"4\", \"Administrative\": \"9\", \"total_measure\": 64119.9202806, \"share_within_group\": 9.736601362803954}, {\"Informational\": \"2\", \"Administrative\": \"5\", \"total_measure\": 150527.2459658, \"share_within_group\": 9.645521178756647}, {\"Informational\": \"5\", \"Administrative\": \"10\", \"total_measure\": 27937.939347, \"share_within_group\": 9.586484197428758}, {\"Informational\": \"3\", \"Administrative\": \"7\", \"total_measure\": 97991.4604201, \"share_within_group\": 9.511697714405475}, {\"Informational\": \"5\", \"Administrative\": \"9\", \"total_measure\": 27468.637527, \"share_within_group\": 9.425450327844612}, {\"Informational\": \"2\", \"Administrative\": \"1\", \"total_measure\": 138650.35097433, \"share_within_group\": 8.88447063642413}, {\"Informational\": \"3\", \"Administrative\": \"5\", \"total_measure\": 91519.7340137, \"share_within_group\": 8.883509247735926}, {\"Informational\": \"4\", \"Administrative\": \"3\", \"total_measure\": 58360.4564508, \"share_within_group\": 8.86202754660385}, {\"Informational\": \"7\", \"Administrative\": \"4\", \"total_measure\": 14531.191278, \"share_within_group\": 8.757435769005367}, {\"Informational\": \"7\", \"Administrative\": \"8\", \"total_measure\": 14472.129455999999, \"share_within_group\": 8.721841294838027}, {\"Informational\": \"12\", \"Administrative\": \"10\", \"total_measure\": 1467.654221, \"share_within_group\": 8.660006938035488}, {\"Informational\": \"3\", \"Administrative\": \"0\", \"total_measure\": 89134.1254825, \"share_within_group\": 8.651946343005232}, {\"Informational\": \"8\", \"Administrative\": \"9\", \"total_measure\": 6566.867562, \"share_within_group\": 8.645753717943155}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8967e8a7e7df25d8d11b4423ee8c0ea8afffa232 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:40:28.736017+00:00", + "ended_at": "2026-05-04T08:40:42.761968+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_dabd316ea31566ea", + "problem_id": "v2p_m6_6692ff1dd6d5d920", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Informational, measure_col=ProductRelated_Duration.", + "bindings": { + "group_col": "Informational", + "measure_col": "ProductRelated_Duration", + "item_col": "Administrative", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1059.697712, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_dabd316ea31566ea.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_dabd316ea31566ea", + "api_calls": 0, + "input_tokens": 22994, + "cached_input_tokens": 21888, + "output_tokens": 256, + "total_tokens": 23250, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2903, + "estimated_output_tokens": 162, + "estimated_total_tokens": 3065, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13976.4, + "sql_execution_elapsed_ms_total": 15.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_dabd316ea31566ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5b04ba25e00afc3d8f564f126236301566bf899 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dabd316ea31566ea/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:40:42.736452+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13976.4, "started_at": "2026-05-04T08:40:28.741570+00:00", "ended_at": "2026-05-04T08:40:42.718383+00:00", "prompt_metrics": {"chars": 10863, "bytes_utf8": 10863, "lines": 314, "estimated_tokens": 2903}, "response_metrics": {"chars": 682, "bytes_utf8": 682, "lines": 1, "estimated_tokens": 162}, "usage": {"input_tokens": 22994, "cached_input_tokens": 21888, "output_tokens": 256}, "stderr_preview": "2026-05-04T08:40:28.954363Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:40:31.294261Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Region, measure_col=Administrative.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Region", + "measure_col": "Administrative", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e84b669786394011a6334431b60b60e652f7e26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-c241-78b3-9c8e-bc8d634a5448"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Region\\\", AVG(CAST(\\\"Administrative\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"Region\\\" and measure_col bound to \\\"Administrative\\\". CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22866,"cached_input_tokens":19840,"output_tokens":130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a17bf6a300e25bdb6c6dd746b5d7536a8cd7ecaf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Region\", AVG(CAST(\"Administrative\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"Region\" and measure_col bound to \"Administrative\". CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cded153b31f67cf96f2574f13c601cd81cc6c94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:46.808614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:49.162373Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:56.536699Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..60f566c046ed4d47924202b2db35bce97fbd56f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Region, measure_col=Administrative. +Result preview: [{"Region": "8", "avg_measure": 2.4815668202764978}, {"Region": "5", "avg_measure": 2.4622641509433962}, {"Region": "3", "avg_measure": 2.446109030378693}, {"Region": "2", "avg_measure": 2.404049295774648}, {"Region": "7", "avg_measure": 2.354796320630749}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e37e2817167a0978205fe86702fa843e79efa07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_db0b575e2653826e +-- problem_id: v2p_m6_f73047f9e2bf4d0b +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", AVG(CAST("Administrative" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af2231f88311d9dd00c06950f9ee6e5e477272fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Region\", AVG(CAST(\"Administrative\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Region\\\", AVG(CAST(\\\"Administrative\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Region\", \"avg_measure\"], \"rows\": [{\"Region\": \"8\", \"avg_measure\": 2.4815668202764978}, {\"Region\": \"5\", \"avg_measure\": 2.4622641509433962}, {\"Region\": \"3\", \"avg_measure\": 2.446109030378693}, {\"Region\": \"2\", \"avg_measure\": 2.404049295774648}, {\"Region\": \"7\", \"avg_measure\": 2.354796320630749}, {\"Region\": \"4\", \"avg_measure\": 2.302876480541455}, {\"Region\": \"1\", \"avg_measure\": 2.271338912133891}, {\"Region\": \"9\", \"avg_measure\": 2.056751467710372}, {\"Region\": \"6\", \"avg_measure\": 2.0559006211180124}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d0665aa399db5b465ed604ce078a5c252801aada --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:15:46.621329+00:00", + "ended_at": "2026-05-04T08:15:57.324355+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_db0b575e2653826e", + "problem_id": "v2p_m6_f73047f9e2bf4d0b", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Region, measure_col=Administrative.", + "bindings": { + "group_col": "Region", + "measure_col": "Administrative", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_db0b575e2653826e.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_db0b575e2653826e", + "api_calls": 0, + "input_tokens": 22866, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 22996, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2775, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10662.87, + "sql_execution_elapsed_ms_total": 9.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_db0b575e2653826e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c78bbe04c62f8a351c803bda006c611726dfd09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_db0b575e2653826e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:57.305332+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10662.87, "started_at": "2026-05-04T08:15:46.624349+00:00", "ended_at": "2026-05-04T08:15:57.287295+00:00", "prompt_metrics": {"chars": 10414, "bytes_utf8": 10414, "lines": 312, "estimated_tokens": 2775}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22866, "cached_input_tokens": 19840, "output_tokens": 130}, "stderr_preview": "2026-05-04T08:15:46.808614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:49.162373Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=OperatingSystems.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "OperatingSystems", + "predicate_col": "Administrative_Duration", + "predicate_op": ">=", + "predicate_value": 93.25625, + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..78b41e80f76ed9fcb2420772a4e02232772552e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-a4ab-72b0-a2a5-c3f52e3e3b5a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"OperatingSystems\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative_Duration\\\" AS REAL) >= 93.25625\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"OperatingSystems\\\" and predicate on \\\"Administrative_Duration\\\". CAST to REAL is needed because the SQLite schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22920,"cached_input_tokens":19840,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12cdd53e480e301d0000787e9cef8100272dfd10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"OperatingSystems\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Administrative_Duration\" AS REAL) >= 93.25625\nGROUP BY \"OperatingSystems\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"OperatingSystems\" and predicate on \"Administrative_Duration\". CAST to REAL is needed because the SQLite schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcdaf5698e34aae41dd584e4b57a5a457a8a99bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:17.105216Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:19.532771Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:28.830456Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf9d0d6eb0ebe0232cdd2907be3e24bf7a455b9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=OperatingSystems. +Result preview: [{"OperatingSystems": "2", "support": 1487}, {"OperatingSystems": "3", "support": 762}, {"OperatingSystems": "1", "support": 719}, {"OperatingSystems": "4", "support": 92}, {"OperatingSystems": "8", "support": 14}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9dc33832f094ef2d914236483fb07186d33906b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_dbe6cd1a4424ab08 +-- problem_id: v2p_m6_c4d8744c0a9879b4 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", COUNT(*) AS support +FROM "m6" +WHERE CAST("Administrative_Duration" AS REAL) >= 93.25625 +GROUP BY "OperatingSystems" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ccaa9a0002da27da332b97373107a2790086824c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"OperatingSystems\", COUNT(*) AS support\nFROM \"m6\"\nWHERE CAST(\"Administrative_Duration\" AS REAL) >= 93.25625\nGROUP BY \"OperatingSystems\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"OperatingSystems\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative_Duration\\\" AS REAL) >= 93.25625\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"OperatingSystems\", \"support\"], \"rows\": [{\"OperatingSystems\": \"2\", \"support\": 1487}, {\"OperatingSystems\": \"3\", \"support\": 762}, {\"OperatingSystems\": \"1\", \"support\": 719}, {\"OperatingSystems\": \"4\", \"support\": 92}, {\"OperatingSystems\": \"8\", \"support\": 14}, {\"OperatingSystems\": \"6\", \"support\": 5}, {\"OperatingSystems\": \"7\", \"support\": 3}, {\"OperatingSystems\": \"5\", \"support\": 1}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..967ff9c6828cb377d96ca8489a22c0d21baa1655 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:11:16.892916+00:00", + "ended_at": "2026-05-04T08:11:29.749104+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_dbe6cd1a4424ab08", + "problem_id": "v2p_m6_c4d8744c0a9879b4", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=OperatingSystems.", + "bindings": { + "group_col": "OperatingSystems", + "predicate_col": "Administrative_Duration", + "predicate_op": ">=", + "predicate_value": 93.25625, + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_dbe6cd1a4424ab08.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_dbe6cd1a4424ab08", + "api_calls": 0, + "input_tokens": 22920, + "cached_input_tokens": 19840, + "output_tokens": 129, + "total_tokens": 23049, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2831, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12810.04, + "sql_execution_elapsed_ms_total": 6.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_dbe6cd1a4424ab08\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74b21d20a641e6a1dcd145a2b5c422a4e6140e5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:29.732754+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12810.04, "started_at": "2026-05-04T08:11:16.896815+00:00", "ended_at": "2026-05-04T08:11:29.706303+00:00", "prompt_metrics": {"chars": 10624, "bytes_utf8": 10624, "lines": 314, "estimated_tokens": 2831}, "response_metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22920, "cached_input_tokens": 19840, "output_tokens": 129}, "stderr_preview": "2026-05-04T08:11:17.105216Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:19.532771Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 93.25625\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"OperatingSystems\\\" and predicate on \\\"Administrative_Duration\\\". CAST to REAL is needed because the SQLite schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..337c37456eea41710fecfac47aaa0ae91d71e374 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dbe6cd1a4424ab08/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_dbe6cd1a4424ab08", + "api_calls": 0, + "input_tokens": 22920, + "cached_input_tokens": 19840, + "output_tokens": 129, + "total_tokens": 23049, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2831, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12810.04, + "sql_execution_elapsed_ms_total": 6.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_dbe6cd1a4424ab08\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd0eff8871612354/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd0eff8871612354/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2870dedf0f88d6257eb5b985c07f0b535473072 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd0eff8871612354/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "2", "support": 7961, "support_share": 0.6456609894566099, "support_rank": 1}, {"value_label": "1", "support": 2462, "support_share": 0.1996755879967559, "support_rank": 2}, {"value_label": "4", "support": 736, "support_share": 0.05969180859691808, "support_rank": 3}, {"value_label": "5", "support": 467, "support_share": 0.03787510137875101, "support_rank": 4}, {"value_label": "6", "support": 174, "support_share": 0.014111922141119221, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd0eff8871612354/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd0eff8871612354/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..006785ffd959495e89fa49f949ac3caa0d758225 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd0eff8871612354/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_dd0eff8871612354 +-- problem_id: v2p_m6_c62f738cae200137 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Browser" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Browser" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd0eff8871612354/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd0eff8871612354/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f6b53dde0f3f49648ef67ecf2ba67cab94c96d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd0eff8871612354/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m6_dd0eff8871612354\n-- problem_id: v2p_m6_c62f738cae200137\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Browser\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"Browser\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m6_dd0eff8871612354\\n-- problem_id: v2p_m6_c62f738cae200137\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Browser\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"Browser\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"2\", \"support\": 7961, \"support_share\": 0.6456609894566099, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 2462, \"support_share\": 0.1996755879967559, \"support_rank\": 2}, {\"value_label\": \"4\", \"support\": 736, \"support_share\": 0.05969180859691808, \"support_rank\": 3}, {\"value_label\": \"5\", \"support\": 467, \"support_share\": 0.03787510137875101, \"support_rank\": 4}, {\"value_label\": \"6\", \"support\": 174, \"support_share\": 0.014111922141119221, \"support_rank\": 5}, {\"value_label\": \"10\", \"support\": 163, \"support_share\": 0.01321978913219789, \"support_rank\": 6}, {\"value_label\": \"8\", \"support\": 135, \"support_share\": 0.010948905109489052, \"support_rank\": 7}, {\"value_label\": \"3\", \"support\": 105, \"support_share\": 0.00851581508515815, \"support_rank\": 8}, {\"value_label\": \"13\", \"support\": 61, \"support_share\": 0.004947283049472831, \"support_rank\": 9}, {\"value_label\": \"7\", \"support\": 49, \"support_share\": 0.00397404703974047, \"support_rank\": 10}, {\"value_label\": \"12\", \"support\": 10, \"support_share\": 0.0008110300081103001, \"support_rank\": 11}, {\"value_label\": \"11\", \"support\": 6, \"support_share\": 0.00048661800486618007, \"support_rank\": 12}, {\"value_label\": \"9\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"support_rank\": 13}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd0eff8871612354/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd0eff8871612354/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a3097d351d3aea7b3d40fbfc96ae89274926139d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd0eff8871612354/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.064439+00:00", + "ended_at": "2026-05-04T09:03:22.074713+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_dd0eff8871612354", + "problem_id": "v2p_m6_c62f738cae200137", + "dataset_id": "m6", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=Browser.", + "bindings": { + "group_col": "Browser" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_dd0eff8871612354.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd0eff8871612354/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd0eff8871612354/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd0eff8871612354/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..311c81d92f220eb46fa3e734988d20e1b0272ba8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10574, "bytes_utf8": 10574, "lines": 312, "estimated_tokens": 2858}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22947, "cached_input_tokens": 21888, "output_tokens": 136}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f0f4d7d57bafbaf748995cc142b551d0a4748b0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_dd2bbb161ecf2d79", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 136, + "total_tokens": 23083, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2978, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11230.37, + "sql_execution_elapsed_ms_total": 24.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_dd2bbb161ecf2d79\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..62635ce9e2179e28ba6a7aef7b003c5ab39b86a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:01:42.036660+00:00", + "ended_at": "2026-05-04T09:01:53.266630+00:00", + "elapsed_ms": 11230.37, + "prompt_metrics": { + "chars": 10574, + "bytes_utf8": 10574, + "lines": 312, + "estimated_tokens": 2858 + }, + "stdout_metrics": { + "chars": 800, + "bytes_utf8": 800, + "lines": 4, + "estimated_tokens": 226 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13226 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 468, + "bytes_utf8": 468, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 136 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93389b2c2ee413fcb81487365cb9285a1fec5bb5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=VisitorType.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "VisitorType", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d845db8586afd43347bbb0afde4acee2ea9c3f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-cdbc-7961-a598-7c5313fd9dd6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"VisitorType\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nLIMIT 14;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=SpecialDay, group_col_2=VisitorType, and top_k=14. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22947,"cached_input_tokens":21888,"output_tokens":136}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f1d3a9a30ffbea066ac24659b0f27c561e2b447 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"VisitorType\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"VisitorType\"\nORDER BY support ASC, \"SpecialDay\", \"VisitorType\"\nLIMIT 14;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=SpecialDay, group_col_2=VisitorType, and top_k=14. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c1ae654e7f7843c0d659f6e2f3e8ec1ff082f71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:42.303486Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:44.739754Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:52.522637Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef6d6f9115878e7aad5d46f0f112c4fc75c49bfc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=VisitorType. +Result preview: [{"SpecialDay": "1", "VisitorType": "New_Visitor", "support": 8}, {"SpecialDay": "0.2", "VisitorType": "New_Visitor", "support": 9}, {"SpecialDay": "0.8", "VisitorType": "New_Visitor", "support": 9}, {"SpecialDay": "0.4", "VisitorType": "New_Visitor", "support": 10}, {"SpecialDay": "0.6", "VisitorType": "New_Visitor", "support": 22}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4ed27348eec712b323d2dc1c7f8ba3ffede70b83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_dd2bbb161ecf2d79 +-- problem_id: v2p_m6_84ed67c4855224af +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "VisitorType", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "VisitorType" +ORDER BY support ASC, "SpecialDay", "VisitorType" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..955aa7135fe6725fd8b7f2395e53d2dc12314e0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"VisitorType\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"VisitorType\"\nORDER BY support ASC, \"SpecialDay\", \"VisitorType\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"VisitorType\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nLIMIT 14;\", \"columns\": [\"SpecialDay\", \"VisitorType\", \"support\"], \"rows\": [{\"SpecialDay\": \"1\", \"VisitorType\": \"New_Visitor\", \"support\": 8}, {\"SpecialDay\": \"0.2\", \"VisitorType\": \"New_Visitor\", \"support\": 9}, {\"SpecialDay\": \"0.8\", \"VisitorType\": \"New_Visitor\", \"support\": 9}, {\"SpecialDay\": \"0.4\", \"VisitorType\": \"New_Visitor\", \"support\": 10}, {\"SpecialDay\": \"0.6\", \"VisitorType\": \"New_Visitor\", \"support\": 22}, {\"SpecialDay\": \"0\", \"VisitorType\": \"Other\", \"support\": 85}, {\"SpecialDay\": \"1\", \"VisitorType\": \"Returning_Visitor\", \"support\": 146}, {\"SpecialDay\": \"0.2\", \"VisitorType\": \"Returning_Visitor\", \"support\": 169}, {\"SpecialDay\": \"0.4\", \"VisitorType\": \"Returning_Visitor\", \"support\": 233}, {\"SpecialDay\": \"0.8\", \"VisitorType\": \"Returning_Visitor\", \"support\": 316}, {\"SpecialDay\": \"0.6\", \"VisitorType\": \"Returning_Visitor\", \"support\": 329}, {\"SpecialDay\": \"0\", \"VisitorType\": \"New_Visitor\", \"support\": 1636}, {\"SpecialDay\": \"0\", \"VisitorType\": \"Returning_Visitor\", \"support\": 9358}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.03}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..47e4edc51c44fedc885fbc9f4dcebc7cf29bc68a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:01:42.032813+00:00", + "ended_at": "2026-05-04T09:01:53.342699+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_dd2bbb161ecf2d79", + "problem_id": "v2p_m6_84ed67c4855224af", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "VisitorType", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_dd2bbb161ecf2d79.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_dd2bbb161ecf2d79", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 136, + "total_tokens": 23083, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2978, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11230.37, + "sql_execution_elapsed_ms_total": 24.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_dd2bbb161ecf2d79\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c37843c8eee052e59530c53d2ffc21d2109ee13f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:53.300387+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11230.37, "started_at": "2026-05-04T09:01:42.036660+00:00", "ended_at": "2026-05-04T09:01:53.266630+00:00", "prompt_metrics": {"chars": 10574, "bytes_utf8": 10574, "lines": 312, "estimated_tokens": 2858}, "response_metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22947, "cached_input_tokens": 21888, "output_tokens": 136}, "stderr_preview": "2026-05-04T09:01:42.303486Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:44.739754Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Informational, group_col_2=Revenue, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "Informational", + "group_col_2": "Revenue", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7c25d4554d128df42a6f16d537558e75c19cb3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-7844-73f0-ac05-2180173355da"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"Informational\\\", \\\"Revenue\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\", \\\"Revenue\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"Informational\\\", group_col_2=\\\"Revenue\\\", and target_col=\\\"VisitorType\\\" using target_value='New_Visitor' in SQLite-compatible form.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22973,"cached_input_tokens":19840,"output_tokens":195}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f119fd24453f8581163048c50f8504c87588b26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"Informational\", \"Revenue\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"Informational\", \"Revenue\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"Informational\", group_col_2=\"Revenue\", and target_col=\"VisitorType\" using target_value='New_Visitor' in SQLite-compatible form."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c548f694fff7760ed24c00e65f18b032c940bcf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:56.442403Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:58.933414Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:07.341638Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..79bcc8837f8c9b0a26ab06acd38b676055048fb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Informational, group_col_2=Revenue, target_col=VisitorType. +Result preview: [{"Informational": "0", "Revenue": "TRUE", "target_rate": 0.27722007722007724}, {"Informational": "10", "Revenue": "FALSE", "target_rate": 0.2}, {"Informational": "1", "Revenue": "TRUE", "target_rate": 0.13559322033898305}, {"Informational": "0", "Revenue": "FALSE", "target_rate": 0.12648738695859116}, {"Informational": "2", "Revenue": "FALSE", "target_rate": 0.12195121951219512}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..27f7754e122572de657fcc7b9088a49f192086e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_deb5442f9ec304db +-- problem_id: v2p_m6_c5b24466071104e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", "Revenue", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "Informational", "Revenue" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78462ae45e122c33fd77165ddf1c5f96cbe3b15a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"Informational\", \"Revenue\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"Informational\", \"Revenue\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"Informational\\\", \\\"Revenue\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\", \\\"Revenue\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"Informational\", \"Revenue\", \"target_rate\"], \"rows\": [{\"Informational\": \"0\", \"Revenue\": \"TRUE\", \"target_rate\": 0.27722007722007724}, {\"Informational\": \"10\", \"Revenue\": \"FALSE\", \"target_rate\": 0.2}, {\"Informational\": \"1\", \"Revenue\": \"TRUE\", \"target_rate\": 0.13559322033898305}, {\"Informational\": \"0\", \"Revenue\": \"FALSE\", \"target_rate\": 0.12648738695859116}, {\"Informational\": \"2\", \"Revenue\": \"FALSE\", \"target_rate\": 0.12195121951219512}, {\"Informational\": \"6\", \"Revenue\": \"TRUE\", \"target_rate\": 0.11764705882352941}, {\"Informational\": \"2\", \"Revenue\": \"TRUE\", \"target_rate\": 0.11688311688311688}, {\"Informational\": \"4\", \"Revenue\": \"FALSE\", \"target_rate\": 0.1125}, {\"Informational\": \"9\", \"Revenue\": \"FALSE\", \"target_rate\": 0.1111111111111111}, {\"Informational\": \"1\", \"Revenue\": \"FALSE\", \"target_rate\": 0.10559006211180125}, {\"Informational\": \"4\", \"Revenue\": \"TRUE\", \"target_rate\": 0.0967741935483871}, {\"Informational\": \"5\", \"Revenue\": \"FALSE\", \"target_rate\": 0.08823529411764706}, {\"Informational\": \"3\", \"Revenue\": \"FALSE\", \"target_rate\": 0.08013937282229965}, {\"Informational\": \"6\", \"Revenue\": \"FALSE\", \"target_rate\": 0.06557377049180328}, {\"Informational\": \"3\", \"Revenue\": \"TRUE\", \"target_rate\": 0.053763440860215055}, {\"Informational\": \"7\", \"Revenue\": \"FALSE\", \"target_rate\": 0.03333333333333333}, {\"Informational\": \"10\", \"Revenue\": \"TRUE\", \"target_rate\": 0.0}, {\"Informational\": \"11\", \"Revenue\": \"FALSE\", \"target_rate\": 0.0}, {\"Informational\": \"12\", \"Revenue\": \"FALSE\", \"target_rate\": 0.0}, {\"Informational\": \"12\", \"Revenue\": \"TRUE\", \"target_rate\": 0.0}, {\"Informational\": \"13\", \"Revenue\": \"FALSE\", \"target_rate\": 0.0}, {\"Informational\": \"14\", \"Revenue\": \"FALSE\", \"target_rate\": 0.0}, {\"Informational\": \"16\", \"Revenue\": \"FALSE\", \"target_rate\": 0.0}, {\"Informational\": \"24\", \"Revenue\": \"FALSE\", \"target_rate\": 0.0}, {\"Informational\": \"5\", \"Revenue\": \"TRUE\", \"target_rate\": 0.0}, {\"Informational\": \"7\", \"Revenue\": \"TRUE\", \"target_rate\": 0.0}, {\"Informational\": \"8\", \"Revenue\": \"FALSE\", \"target_rate\": 0.0}, {\"Informational\": \"8\", \"Revenue\": \"TRUE\", \"target_rate\": 0.0}, {\"Informational\": \"9\", \"Revenue\": \"TRUE\", \"target_rate\": 0.0}], \"row_count_returned\": 29, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4d151a6a8f91e7726a9273d17b9adcfac293a61a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:32:56.255751+00:00", + "ended_at": "2026-05-04T08:33:08.105872+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_deb5442f9ec304db", + "problem_id": "v2p_m6_c5b24466071104e5", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Informational, group_col_2=Revenue, target_col=VisitorType.", + "bindings": { + "group_col": "Informational", + "group_col_2": "Revenue", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_deb5442f9ec304db.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_deb5442f9ec304db", + "api_calls": 0, + "input_tokens": 22973, + "cached_input_tokens": 19840, + "output_tokens": 195, + "total_tokens": 23168, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2882, + "estimated_output_tokens": 125, + "estimated_total_tokens": 3007, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11796.57, + "sql_execution_elapsed_ms_total": 20.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_deb5442f9ec304db\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96cd62f6de9b6f2760165360744d1d73ff9c2410 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_deb5442f9ec304db/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:08.077411+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11796.57, "started_at": "2026-05-04T08:32:56.261152+00:00", "ended_at": "2026-05-04T08:33:08.057343+00:00", "prompt_metrics": {"chars": 10722, "bytes_utf8": 10722, "lines": 315, "estimated_tokens": 2882}, "response_metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22973, "cached_input_tokens": 19840, "output_tokens": 195}, "stderr_preview": "2026-05-04T08:32:56.442403Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:58.933414Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Browser, measure_col=TrafficType.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Browser", + "measure_col": "TrafficType", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f5a128d3883e32822a6cc55639c2e9d7cf1205f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-45b2-7701-a469-68a7ae70b813"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Browser\\\", AVG(CAST(\\\"TrafficType\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template with group_col=\\\"Browser\\\" and measure_col=\\\"TrafficType\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":22400,"output_tokens":105}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04ddf5e4810cc3cc4bc3bb2b9b876eee9655a23f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Browser\", AVG(CAST(\"TrafficType\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY avg_measure DESC;","notes":"Used the planned template with group_col=\"Browser\" and measure_col=\"TrafficType\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d6ba1500ccd4948e4f36bc2d2a54f6e613dfd6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:14.945643Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:17.350921Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:24.866904Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..87d67388f001b13278be29f6dc088024b5af22aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Browser, measure_col=TrafficType. +Result preview: [{"Browser": "13", "avg_measure": 19.75409836065574}, {"Browser": "8", "avg_measure": 6.644444444444445}, {"Browser": "11", "avg_measure": 6.0}, {"Browser": "3", "avg_measure": 4.314285714285714}, {"Browser": "2", "avg_measure": 4.284386383620149}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..061db6f33a587638e8b36d5fc12f9a725e380e55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_e228b56749be52ef +-- problem_id: v2p_m6_7388f9f8b4db57f5 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", AVG(CAST("TrafficType" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Browser" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ed7c4a7157053ad9729554cf6c5fe292cc18d4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Browser\", AVG(CAST(\"TrafficType\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Browser\\\", AVG(CAST(\\\"TrafficType\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Browser\", \"avg_measure\"], \"rows\": [{\"Browser\": \"13\", \"avg_measure\": 19.75409836065574}, {\"Browser\": \"8\", \"avg_measure\": 6.644444444444445}, {\"Browser\": \"11\", \"avg_measure\": 6.0}, {\"Browser\": \"3\", \"avg_measure\": 4.314285714285714}, {\"Browser\": \"2\", \"avg_measure\": 4.284386383620149}, {\"Browser\": \"7\", \"avg_measure\": 3.9591836734693877}, {\"Browser\": \"6\", \"avg_measure\": 3.7241379310344827}, {\"Browser\": \"1\", \"avg_measure\": 3.3976441917140536}, {\"Browser\": \"5\", \"avg_measure\": 3.2826552462526766}, {\"Browser\": \"4\", \"avg_measure\": 3.104619565217391}, {\"Browser\": \"10\", \"avg_measure\": 2.625766871165644}, {\"Browser\": \"12\", \"avg_measure\": 2.4}, {\"Browser\": \"9\", \"avg_measure\": 2.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.14}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8b01b51bab682f02914661cb05bef502fdad8d35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:15:14.728837+00:00", + "ended_at": "2026-05-04T08:15:25.613410+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_e228b56749be52ef", + "problem_id": "v2p_m6_7388f9f8b4db57f5", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Browser, measure_col=TrafficType.", + "bindings": { + "group_col": "Browser", + "measure_col": "TrafficType", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_e228b56749be52ef.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_e228b56749be52ef", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 22400, + "output_tokens": 105, + "total_tokens": 22973, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 89, + "estimated_total_tokens": 2866, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10845.36, + "sql_execution_elapsed_ms_total": 9.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_e228b56749be52ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5184b93d692b7543c585d3a3554886a049941522 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e228b56749be52ef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:25.597246+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10845.36, "started_at": "2026-05-04T08:15:14.732208+00:00", "ended_at": "2026-05-04T08:15:25.577376+00:00", "prompt_metrics": {"chars": 10408, "bytes_utf8": 10408, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 371, "bytes_utf8": 371, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 22868, "cached_input_tokens": 22400, "output_tokens": 105}, "stderr_preview": "2026-05-04T08:15:14.945643Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:17.350921Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Weekend, measure_col=Informational_Duration.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Weekend", + "measure_col": "Informational_Duration", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29b0fbe29055190c69e476ff14d5b3ab3685aa13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-beb7-7c10-8282-f29d98e290e8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Weekend\\\", AVG(CAST(\\\"Informational_Duration\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"Weekend\\\" and measure_col=\\\"Informational_Duration\\\". CAST to REAL was added because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22872,"cached_input_tokens":22400,"output_tokens":112}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b38e08bac723a267e4edf34f7f52b14bb111c62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Weekend\", AVG(CAST(\"Informational_Duration\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"Weekend\" and measure_col=\"Informational_Duration\". CAST to REAL was added because the schema stores numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da243f0fe3b4c68f1d49f2369531369a252a245d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:51.437118Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:53.764601Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:02.543138Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..908a07c57cc5f8fd90aae462b3f781558761c7cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Weekend, measure_col=Informational_Duration. +Result preview: [{"Weekend": "TRUE", "avg_measure": 40.62784630237587}, {"Weekend": "FALSE", "avg_measure": 32.60663741847505}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..95237684db63d781c8b6d235fad09abc74110e6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_e2297daf4c6c9dd4 +-- problem_id: v2p_m6_91dfcd3dd5c40f18 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", AVG(CAST("Informational_Duration" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Weekend" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52340d0b3a36e8122cea5c9d6f2d05648ff44b7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Weekend\", AVG(CAST(\"Informational_Duration\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Weekend\\\", AVG(CAST(\\\"Informational_Duration\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Weekend\", \"avg_measure\"], \"rows\": [{\"Weekend\": \"TRUE\", \"avg_measure\": 40.62784630237587}, {\"Weekend\": \"FALSE\", \"avg_measure\": 32.60663741847505}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.09}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a61897a61cfda205bedec1dcad0fb983c4e84b4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:16:51.259078+00:00", + "ended_at": "2026-05-04T08:17:03.440654+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_e2297daf4c6c9dd4", + "problem_id": "v2p_m6_91dfcd3dd5c40f18", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Weekend, measure_col=Informational_Duration.", + "bindings": { + "group_col": "Weekend", + "measure_col": "Informational_Duration", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_e2297daf4c6c9dd4.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_e2297daf4c6c9dd4", + "api_calls": 0, + "input_tokens": 22872, + "cached_input_tokens": 22400, + "output_tokens": 112, + "total_tokens": 22984, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2781, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2877, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12133.05, + "sql_execution_elapsed_ms_total": 10.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_e2297daf4c6c9dd4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4290c80d9df6a2838292acc7babd498551380ab4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e2297daf4c6c9dd4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:03.421402+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12133.05, "started_at": "2026-05-04T08:16:51.262020+00:00", "ended_at": "2026-05-04T08:17:03.395338+00:00", "prompt_metrics": {"chars": 10430, "bytes_utf8": 10430, "lines": 312, "estimated_tokens": 2781}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22872, "cached_input_tokens": 22400, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:16:51.437118Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:53.764601Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e24aef71db45b658/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e24aef71db45b658/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..873dc01b285704aeaab4a039ace19c92a66670ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e24aef71db45b658/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_e24aef71db45b658\n-- problem_id: v2p_m6_cef010b60dc364af\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ProductRelated_Duration\",\n COUNT(*) AS support,\n AVG(\"Administrative_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ProductRelated_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_e24aef71db45b658\\n-- problem_id: v2p_m6_cef010b60dc364af\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ProductRelated_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ProductRelated_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ProductRelated_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"ProductRelated_Duration\": \"0\", \"support\": 755, \"avg_response\": 2.7078807947019867}, {\"ProductRelated_Duration\": \"17\", \"support\": 21, \"avg_response\": 6.857142857142857}, {\"ProductRelated_Duration\": \"8\", \"support\": 17, \"avg_response\": 56.04117647058824}, {\"ProductRelated_Duration\": \"11\", \"support\": 17, \"avg_response\": 4.9411764705882355}, {\"ProductRelated_Duration\": \"15\", \"support\": 16, \"avg_response\": 5.25}, {\"ProductRelated_Duration\": \"22\", \"support\": 15, \"avg_response\": 11.08}, {\"ProductRelated_Duration\": \"12\", \"support\": 15, \"avg_response\": 5.08}, {\"ProductRelated_Duration\": \"19\", \"support\": 15, \"avg_response\": 3.6666666666666665}, {\"ProductRelated_Duration\": \"7\", \"support\": 14, \"avg_response\": 52.00714285714286}, {\"ProductRelated_Duration\": \"13\", \"support\": 14, \"avg_response\": 7.785714285714286}, {\"ProductRelated_Duration\": \"5\", \"support\": 13, \"avg_response\": 30.96666666923077}, {\"ProductRelated_Duration\": \"24\", \"support\": 13, \"avg_response\": 26.490384615384617}, {\"ProductRelated_Duration\": \"14\", \"support\": 13, \"avg_response\": 5.1692307692307695}, {\"ProductRelated_Duration\": \"34\", \"support\": 12, \"avg_response\": 24.208333333333332}, {\"ProductRelated_Duration\": \"25\", \"support\": 12, \"avg_response\": 13.583333333333334}, {\"ProductRelated_Duration\": \"59\", \"support\": 12, \"avg_response\": 12.583333333333334}, {\"ProductRelated_Duration\": \"50\", \"support\": 11, \"avg_response\": 43.75}, {\"ProductRelated_Duration\": \"36\", \"support\": 11, \"avg_response\": 16.545454545454547}, {\"ProductRelated_Duration\": \"26\", \"support\": 10, \"avg_response\": 57.1}, {\"ProductRelated_Duration\": \"96\", \"support\": 10, \"avg_response\": 55.504999999999995}, {\"ProductRelated_Duration\": \"4\", \"support\": 10, \"avg_response\": 17.380000000000003}, {\"ProductRelated_Duration\": \"64\", \"support\": 10, \"avg_response\": 17.2}, {\"ProductRelated_Duration\": \"20\", \"support\": 10, \"avg_response\": 7.833333333000001}, {\"ProductRelated_Duration\": \"108\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"44\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"95\", \"support\": 9, \"avg_response\": 13.666666666666666}, {\"ProductRelated_Duration\": \"60\", \"support\": 9, \"avg_response\": 12.222222222222221}, {\"ProductRelated_Duration\": \"23\", \"support\": 9, \"avg_response\": 10.833333333333334}, {\"ProductRelated_Duration\": \"28\", \"support\": 9, \"avg_response\": 10.694444444444445}, {\"ProductRelated_Duration\": \"57\", \"support\": 9, \"avg_response\": 10.666666666666666}, {\"ProductRelated_Duration\": \"47\", \"support\": 9, \"avg_response\": 9.222222222222221}, {\"ProductRelated_Duration\": \"21\", \"support\": 9, \"avg_response\": 7.722222222222222}, {\"ProductRelated_Duration\": \"55\", \"support\": 9, \"avg_response\": 4.444444444444445}, {\"ProductRelated_Duration\": \"18\", \"support\": 9, \"avg_response\": 1.5555555555555556}, {\"ProductRelated_Duration\": \"63\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"117\", \"support\": 8, \"avg_response\": 152.8875}, {\"ProductRelated_Duration\": \"224\", \"support\": 8, \"avg_response\": 36.9166666625}, {\"ProductRelated_Duration\": \"62\", \"support\": 8, \"avg_response\": 28.375}, {\"ProductRelated_Duration\": \"42\", \"support\": 8, \"avg_response\": 14.75}, {\"ProductRelated_Duration\": \"125\", \"support\": 8, \"avg_response\": 14.5}, {\"ProductRelated_Duration\": \"46\", \"support\": 8, \"avg_response\": 13.375}, {\"ProductRelated_Duration\": \"56\", \"support\": 8, \"avg_response\": 13.375}, {\"ProductRelated_Duration\": \"203\", \"support\": 8, \"avg_response\": 11.775}, {\"ProductRelated_Duration\": \"10\", \"support\": 8, \"avg_response\": 11.0625}, {\"ProductRelated_Duration\": \"65\", \"support\": 8, \"avg_response\": 10.25}, {\"ProductRelated_Duration\": \"58\", \"support\": 8, \"avg_response\": 5.9}, {\"ProductRelated_Duration\": \"9\", \"support\": 8, \"avg_response\": 5.7875}, {\"ProductRelated_Duration\": \"48\", \"support\": 8, \"avg_response\": 4.525}, {\"ProductRelated_Duration\": \"16\", \"support\": 8, \"avg_response\": 3.375}, {\"ProductRelated_Duration\": \"105\", \"support\": 8, \"avg_response\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e24aef71db45b658/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e24aef71db45b658/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6496a9a7ba24d0520370b5d8b5dfb1c0808c4e20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e24aef71db45b658/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.367784+00:00", + "ended_at": "2026-05-04T09:03:22.387066+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_e24aef71db45b658", + "problem_id": "v2p_m6_cef010b60dc364af", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative_Duration, key_col=ProductRelated_Duration.", + "bindings": { + "key_col": "ProductRelated_Duration", + "measure_col": "Administrative_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=15", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 15, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_e24aef71db45b658.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e24aef71db45b658/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e24aef71db45b658/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e24aef71db45b658/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22320085bea06db361b609a7ee2e871318b25039 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10592, "bytes_utf8": 10592, "lines": 312, "estimated_tokens": 2815}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 968, "bytes_utf8": 968, "lines": 1, "estimated_tokens": 265}, "usage": {"input_tokens": 22906, "cached_input_tokens": 22400, "output_tokens": 776}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..29357aa66edb5d52e752fe545f3bc2a2cdc86d05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_e3799fd354f6ba91", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 22400, + "output_tokens": 776, + "total_tokens": 23682, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 265, + "estimated_total_tokens": 3080, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23843.24, + "sql_execution_elapsed_ms_total": 44.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_e3799fd354f6ba91\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a9c5c07db6eb73eee776a8bf0d2df567f0c5caee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:52:35.654431+00:00", + "ended_at": "2026-05-04T08:52:59.498223+00:00", + "elapsed_ms": 23843.24, + "prompt_metrics": { + "chars": 10592, + "bytes_utf8": 10592, + "lines": 312, + "estimated_tokens": 2815 + }, + "stdout_metrics": { + "chars": 1390, + "bytes_utf8": 1390, + "lines": 4, + "estimated_tokens": 427 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13198 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 968, + "bytes_utf8": 968, + "lines": 1, + "estimated_tokens": 265 + }, + "usage": { + "input_tokens": 22906, + "cached_input_tokens": 22400, + "output_tokens": 776 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23213cac8194b2c6eef17af9418e62d3bda2166d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, measure_col=Administrative.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Administrative", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3c6a5dec2758abeec8488db37c58941fa0a216a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-775a-7b40-9079-dd701f5fde30"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"admin_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ORDER BY CAST(\\\"Administrative\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"SpecialDay\\\") AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" IS NOT NULL\\n AND \\\"Administrative\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\",\\n \\\"admin_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE (1.0 * \\\"rn\\\") / \\\"cnt\\\" >= 0.9\\n)\\nSELECT\\n \\\"SpecialDay\\\",\\n MIN(\\\"admin_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 90th percentile approximation with window functions. \\\"Administrative\\\" is cast from TEXT to REAL to preserve numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22906,"cached_input_tokens":22400,"output_tokens":776}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80c9ac7a118e7219e47fa1c1c1a6b7c12b2b4264 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"SpecialDay\",\n CAST(\"Administrative\" AS REAL) AS \"admin_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"SpecialDay\"\n ORDER BY CAST(\"Administrative\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"SpecialDay\") AS \"cnt\"\n FROM \"m6\"\n WHERE \"SpecialDay\" IS NOT NULL\n AND \"Administrative\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"SpecialDay\",\n \"admin_value\"\n FROM \"ranked\"\n WHERE (1.0 * \"rn\") / \"cnt\" >= 0.9\n)\nSELECT\n \"SpecialDay\",\n MIN(\"admin_value\") AS \"percentile_measure\"\nFROM \"percentile_rows\"\nGROUP BY \"SpecialDay\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 90th percentile approximation with window functions. \"Administrative\" is cast from TEXT to REAL to preserve numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf84919384e2b52c9e901df2e5dfa780d530b1f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:35.870797Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:52:38.310517Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:58.704151Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b05ce0efe9e228fdcca3b70333d6ab85f4511554 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, measure_col=Administrative. +Result preview: [{"SpecialDay": "0", "percentile_measure": 7.0}, {"SpecialDay": "0.2", "percentile_measure": 6.0}, {"SpecialDay": "1", "percentile_measure": 5.0}, {"SpecialDay": "0.6", "percentile_measure": 5.0}, {"SpecialDay": "0.8", "percentile_measure": 4.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..071588636a3867463370e2a954f9c76d42081c36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/generated_sql.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_e3799fd354f6ba91 +-- problem_id: v2p_m6_e50066bb03d2eb4c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "SpecialDay", + CAST("Administrative" AS REAL) AS "admin_value", + ROW_NUMBER() OVER ( + PARTITION BY "SpecialDay" + ORDER BY CAST("Administrative" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "SpecialDay") AS "cnt" + FROM "m6" + WHERE "SpecialDay" IS NOT NULL + AND "Administrative" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "SpecialDay", + "admin_value" + FROM "ranked" + WHERE (1.0 * "rn") / "cnt" >= 0.9 +) +SELECT + "SpecialDay", + MIN("admin_value") AS "percentile_measure" +FROM "percentile_rows" +GROUP BY "SpecialDay" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c43cc744f9c8fcac8c068ebc4fc783f2023efd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"SpecialDay\",\n CAST(\"Administrative\" AS REAL) AS \"admin_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"SpecialDay\"\n ORDER BY CAST(\"Administrative\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"SpecialDay\") AS \"cnt\"\n FROM \"m6\"\n WHERE \"SpecialDay\" IS NOT NULL\n AND \"Administrative\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"SpecialDay\",\n \"admin_value\"\n FROM \"ranked\"\n WHERE (1.0 * \"rn\") / \"cnt\" >= 0.9\n)\nSELECT\n \"SpecialDay\",\n MIN(\"admin_value\") AS \"percentile_measure\"\nFROM \"percentile_rows\"\nGROUP BY \"SpecialDay\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"admin_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ORDER BY CAST(\\\"Administrative\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"SpecialDay\\\") AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" IS NOT NULL\\n AND \\\"Administrative\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\",\\n \\\"admin_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE (1.0 * \\\"rn\\\") / \\\"cnt\\\" >= 0.9\\n)\\nSELECT\\n \\\"SpecialDay\\\",\\n MIN(\\\"admin_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"SpecialDay\", \"percentile_measure\"], \"rows\": [{\"SpecialDay\": \"0\", \"percentile_measure\": 7.0}, {\"SpecialDay\": \"0.2\", \"percentile_measure\": 6.0}, {\"SpecialDay\": \"1\", \"percentile_measure\": 5.0}, {\"SpecialDay\": \"0.6\", \"percentile_measure\": 5.0}, {\"SpecialDay\": \"0.8\", \"percentile_measure\": 4.0}, {\"SpecialDay\": \"0.4\", \"percentile_measure\": 4.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 44.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2a3c60a6cce8ba8c38d789f8075a6855263aa59f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:52:35.650818+00:00", + "ended_at": "2026-05-04T08:52:59.572022+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_e3799fd354f6ba91", + "problem_id": "v2p_m6_e50066bb03d2eb4c", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, measure_col=Administrative.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Administrative", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_e3799fd354f6ba91.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_e3799fd354f6ba91", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 22400, + "output_tokens": 776, + "total_tokens": 23682, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 265, + "estimated_total_tokens": 3080, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23843.24, + "sql_execution_elapsed_ms_total": 44.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_e3799fd354f6ba91\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a47ca950593d0bb4bf9731c3a8f644cc4530779f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:59.519283+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23843.24, "started_at": "2026-05-04T08:52:35.654431+00:00", "ended_at": "2026-05-04T08:52:59.498223+00:00", "prompt_metrics": {"chars": 10592, "bytes_utf8": 10592, "lines": 312, "estimated_tokens": 2815}, "response_metrics": {"chars": 968, "bytes_utf8": 968, "lines": 1, "estimated_tokens": 265}, "usage": {"input_tokens": 22906, "cached_input_tokens": 22400, "output_tokens": 776}, "stderr_preview": "2026-05-04T08:52:35.870797Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:52:38.310517Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9\\n)\\nSELECT\\n \\\"SpecialDay\\\",\\n MIN(\\\"admin_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 90th percentile approximation with window functions. \\\"Administrative\\\" is cast from TEXT to REAL to preserve numeric ordering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a7fb83d540173310775ba5b6a0a650f770d88cd0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e3799fd354f6ba91/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_e3799fd354f6ba91", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 22400, + "output_tokens": 776, + "total_tokens": 23682, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 265, + "estimated_total_tokens": 3080, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23843.24, + "sql_execution_elapsed_ms_total": 44.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_e3799fd354f6ba91\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..126e432f1cace62b0cf0a2efc9682724d74ee498 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10411, "bytes_utf8": 10411, "lines": 312, "estimated_tokens": 2777}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22868, "cached_input_tokens": 19840, "output_tokens": 113}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3fca17774ebc5892723dc2aa605c4aab6be489dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_e4a73b6c2f1e6c81", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 19840, + "output_tokens": 113, + "total_tokens": 22981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2874, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10828.51, + "sql_execution_elapsed_ms_total": 14.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_e4a73b6c2f1e6c81\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..950c679a1a14fda28cebe347aef3522e3eb17105 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:15:25.620174+00:00", + "ended_at": "2026-05-04T08:15:36.448190+00:00", + "elapsed_ms": 10828.51, + "prompt_metrics": { + "chars": 10411, + "bytes_utf8": 10411, + "lines": 312, + "estimated_tokens": 2777 + }, + "stdout_metrics": { + "chars": 735, + "bytes_utf8": 735, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13177 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 411, + "bytes_utf8": 411, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 22868, + "cached_input_tokens": 19840, + "output_tokens": 113 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c20f2f2fc54bb87e41ab93a9575dbc9cf70ce8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Browser, measure_col=TrafficType.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Browser", + "measure_col": "TrafficType", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98dba6fb01deacf00d51c8d248dbeaf46d4daec0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-702f-7bc0-abe7-c7b85ab25a9a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Browser\\\", AVG(CAST(\\\"TrafficType\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"Browser\\\" and measure_col bound to \\\"TrafficType\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":19840,"output_tokens":113}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0275e78ad256b7729fa4be52ac8088502743a25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Browser\", AVG(CAST(\"TrafficType\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"Browser\" and measure_col bound to \"TrafficType\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67699c62ef1b9168de8c6ed4d416ca00a53f3c13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:25.834659Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:28.503908Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:35.543274Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..87d67388f001b13278be29f6dc088024b5af22aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Browser, measure_col=TrafficType. +Result preview: [{"Browser": "13", "avg_measure": 19.75409836065574}, {"Browser": "8", "avg_measure": 6.644444444444445}, {"Browser": "11", "avg_measure": 6.0}, {"Browser": "3", "avg_measure": 4.314285714285714}, {"Browser": "2", "avg_measure": 4.284386383620149}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..834f2a356c16bb38c8d84ea912cd360ec248dc5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_e4a73b6c2f1e6c81 +-- problem_id: v2p_m6_9235696859e1797c +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", AVG(CAST("TrafficType" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Browser" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfc8ccc990466193835e48c30d095327a9a217d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Browser\", AVG(CAST(\"TrafficType\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Browser\\\", AVG(CAST(\\\"TrafficType\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Browser\", \"avg_measure\"], \"rows\": [{\"Browser\": \"13\", \"avg_measure\": 19.75409836065574}, {\"Browser\": \"8\", \"avg_measure\": 6.644444444444445}, {\"Browser\": \"11\", \"avg_measure\": 6.0}, {\"Browser\": \"3\", \"avg_measure\": 4.314285714285714}, {\"Browser\": \"2\", \"avg_measure\": 4.284386383620149}, {\"Browser\": \"7\", \"avg_measure\": 3.9591836734693877}, {\"Browser\": \"6\", \"avg_measure\": 3.7241379310344827}, {\"Browser\": \"1\", \"avg_measure\": 3.3976441917140536}, {\"Browser\": \"5\", \"avg_measure\": 3.2826552462526766}, {\"Browser\": \"4\", \"avg_measure\": 3.104619565217391}, {\"Browser\": \"10\", \"avg_measure\": 2.625766871165644}, {\"Browser\": \"12\", \"avg_measure\": 2.4}, {\"Browser\": \"9\", \"avg_measure\": 2.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..650e0076d0d7c892b2c862bcc40ffb79f3bcf84d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:15:25.615771+00:00", + "ended_at": "2026-05-04T08:15:36.489890+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_e4a73b6c2f1e6c81", + "problem_id": "v2p_m6_9235696859e1797c", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Browser, measure_col=TrafficType.", + "bindings": { + "group_col": "Browser", + "measure_col": "TrafficType", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_e4a73b6c2f1e6c81.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_e4a73b6c2f1e6c81", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 19840, + "output_tokens": 113, + "total_tokens": 22981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2874, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10828.51, + "sql_execution_elapsed_ms_total": 14.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_e4a73b6c2f1e6c81\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d0b1dae8dcb18cbd2b531d55d9d8358e0905659 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e4a73b6c2f1e6c81/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:36.466296+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10828.51, "started_at": "2026-05-04T08:15:25.620174+00:00", "ended_at": "2026-05-04T08:15:36.448190+00:00", "prompt_metrics": {"chars": 10411, "bytes_utf8": 10411, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22868, "cached_input_tokens": 19840, "output_tokens": 113}, "stderr_preview": "2026-05-04T08:15:25.834659Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:28.503908Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=SpecialDay, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "SpecialDay", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..969352a544a36db0d1ed18c10e5f6ae1e61ddcf5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-3fdf-72a3-96aa-e6f31428cbf9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"SpecialDay\\\", target_col=\\\"VisitorType\\\", target_value='Returning_Visitor', min_support=4, and top_k=18. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22985,"cached_input_tokens":19840,"output_tokens":173}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d8fa7a1e7b781d318e35a3df9f80ddbbd0a450b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"SpecialDay\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"SpecialDay\", target_col=\"VisitorType\", target_value='Returning_Visitor', min_support=4, and top_k=18. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db9430ba9140e1126e47cae9d418d23d6fadbb26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:57:49.366965Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:51.837407Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:58:22.594516Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b327d8477e1f3230a4ad6b8707bfd2d636db63e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=SpecialDay, target_col=VisitorType. +Result preview: [{"SpecialDay": "0.8", "support": 325, "focus_rate": 0.9723076923076923}, {"SpecialDay": "0.4", "support": 243, "focus_rate": 0.9588477366255144}, {"SpecialDay": "0.2", "support": 178, "focus_rate": 0.949438202247191}, {"SpecialDay": "1", "support": 154, "focus_rate": 0.948051948051948}, {"SpecialDay": "0.6", "support": 351, "focus_rate": 0.9373219373219374}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..480c8b69117b1d67623926b2342c84aa8dd7caa3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_e50235e9eb994e09 +-- problem_id: v2p_m6_545b7a3307090509 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "SpecialDay" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9dc8b9a4ddc603c56202420136533cbe2947a195 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"SpecialDay\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"SpecialDay\", \"support\", \"focus_rate\"], \"rows\": [{\"SpecialDay\": \"0.8\", \"support\": 325, \"focus_rate\": 0.9723076923076923}, {\"SpecialDay\": \"0.4\", \"support\": 243, \"focus_rate\": 0.9588477366255144}, {\"SpecialDay\": \"0.2\", \"support\": 178, \"focus_rate\": 0.949438202247191}, {\"SpecialDay\": \"1\", \"support\": 154, \"focus_rate\": 0.948051948051948}, {\"SpecialDay\": \"0.6\", \"support\": 351, \"focus_rate\": 0.9373219373219374}, {\"SpecialDay\": \"0\", \"support\": 11079, \"focus_rate\": 0.8446610704937269}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.48}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..16389e01365006b8da8919aa4b1c641e05aac431 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:57:49.124175+00:00", + "ended_at": "2026-05-04T08:58:23.463278+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_e50235e9eb994e09", + "problem_id": "v2p_m6_545b7a3307090509", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=SpecialDay, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_e50235e9eb994e09.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_e50235e9eb994e09", + "api_calls": 0, + "input_tokens": 22985, + "cached_input_tokens": 19840, + "output_tokens": 173, + "total_tokens": 23158, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 151, + "estimated_total_tokens": 3047, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34273.88, + "sql_execution_elapsed_ms_total": 11.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_e50235e9eb994e09\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f2dcaeac67118ed1a2a9795efa19d1b895315c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:23.439619+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 34273.88, "started_at": "2026-05-04T08:57:49.127596+00:00", "ended_at": "2026-05-04T08:58:23.396446+00:00", "prompt_metrics": {"chars": 10762, "bytes_utf8": 10762, "lines": 313, "estimated_tokens": 2896}, "response_metrics": {"chars": 564, "bytes_utf8": 564, "lines": 1, "estimated_tokens": 151}, "usage": {"input_tokens": 22985, "cached_input_tokens": 19840, "output_tokens": 173}, "stderr_preview": "2026-05-04T08:57:49.366965Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:51.837407Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"SpecialDay\\\", target_col=\\\"VisitorType\\\", target_value='Returning_Visitor', min_support=4, and top_k=18. Identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a6408e542f19d2b9171fe7170a4ffe7126bf5803 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e50235e9eb994e09/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_e50235e9eb994e09", + "api_calls": 0, + "input_tokens": 22985, + "cached_input_tokens": 19840, + "output_tokens": 173, + "total_tokens": 23158, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 151, + "estimated_total_tokens": 3047, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34273.88, + "sql_execution_elapsed_ms_total": 11.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_e50235e9eb994e09\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2ad5f333004dc910e1189cdddb52c6cc86d5efe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10744, "bytes_utf8": 10744, "lines": 313, "estimated_tokens": 2894}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 519, "bytes_utf8": 519, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 207}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8e7d8f4c16bcd8cc80d332e20643b0703642f18d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_e68c0087ab05185c", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 207, + "total_tokens": 23190, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 146, + "estimated_total_tokens": 3040, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13703.68, + "sql_execution_elapsed_ms_total": 10.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_e68c0087ab05185c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8a22c9f4bf93b6a69bef4a0bd1a70f0cf8614590 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:58:23.473010+00:00", + "ended_at": "2026-05-04T08:58:37.177088+00:00", + "elapsed_ms": 13703.68, + "prompt_metrics": { + "chars": 10744, + "bytes_utf8": 10744, + "lines": 313, + "estimated_tokens": 2894 + }, + "stdout_metrics": { + "chars": 864, + "bytes_utf8": 864, + "lines": 4, + "estimated_tokens": 262 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 519, + "bytes_utf8": 519, + "lines": 1, + "estimated_tokens": 146 + }, + "usage": { + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 207 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7180ea698fead11b021d91bf12cc431c69a08c32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,313 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Month, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "Month", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..61b41afbbe7a9c04b0ddfb95777273b95c60e107 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-c650-7932-8624-73476e2c5ac5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Month\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 14;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"Month\\\", target_col=\\\"VisitorType\\\", target_value='New_Visitor', min_support=5, and top_k=14 using SQLite-compatible aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22983,"cached_input_tokens":21888,"output_tokens":207}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fc62705f87ba5127937faadcd19bfd2c37cfa7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Month\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"m6\"\nGROUP BY \"Month\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 14;","notes":"Applied the planned Tail Target-Rate Extremes template with group_col=\"Month\", target_col=\"VisitorType\", target_value='New_Visitor', min_support=5, and top_k=14 using SQLite-compatible aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3ba4ba6e9f4e2e7bb9d401d09806d8f3e04c148 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:24.133701Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:26.575094Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:58:36.174192Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0da9427774b51e604651881cd38986141165a9b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Month, target_col=VisitorType. +Result preview: [{"Month": "Sep", "support": 448, "focus_rate": 0.24107142857142858}, {"Month": "Oct", "support": 549, "focus_rate": 0.22586520947176686}, {"Month": "Dec", "support": 1727, "focus_rate": 0.19397799652576722}, {"Month": "Aug", "support": 433, "focus_rate": 0.16628175519630484}, {"Month": "Nov", "support": 2998, "focus_rate": 0.13975983989326218}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d8e0ec4bcfbbef328ee24cd275dc2ef7e0da4b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_e68c0087ab05185c +-- problem_id: v2p_m6_16363122619ff6ec +-- realization_mode: agent +-- source_kind: agent +SELECT + "Month", + COUNT(*) AS "support", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "m6" +GROUP BY "Month" +HAVING COUNT(*) >= 5 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a940466af11b6ebb1a6a1abac7fb0cfa601023ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Month\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"m6\"\nGROUP BY \"Month\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Month\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 14;\", \"columns\": [\"Month\", \"support\", \"focus_rate\"], \"rows\": [{\"Month\": \"Sep\", \"support\": 448, \"focus_rate\": 0.24107142857142858}, {\"Month\": \"Oct\", \"support\": 549, \"focus_rate\": 0.22586520947176686}, {\"Month\": \"Dec\", \"support\": 1727, \"focus_rate\": 0.19397799652576722}, {\"Month\": \"Aug\", \"support\": 433, \"focus_rate\": 0.16628175519630484}, {\"Month\": \"Nov\", \"support\": 2998, \"focus_rate\": 0.13975983989326218}, {\"Month\": \"Jul\", \"support\": 432, \"focus_rate\": 0.125}, {\"Month\": \"Mar\", \"support\": 1907, \"focus_rate\": 0.12165705296276874}, {\"Month\": \"June\", \"support\": 288, \"focus_rate\": 0.10416666666666667}, {\"Month\": \"May\", \"support\": 3364, \"focus_rate\": 0.09482758620689655}, {\"Month\": \"Feb\", \"support\": 184, \"focus_rate\": 0.005434782608695652}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.64}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..42fb18a6b3c3f86c429154872a7f76ce18acc09e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:58:23.466860+00:00", + "ended_at": "2026-05-04T08:58:37.228453+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_e68c0087ab05185c", + "problem_id": "v2p_m6_16363122619ff6ec", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Month, target_col=VisitorType.", + "bindings": { + "group_col": "Month", + "target_col": "VisitorType", + "target_value": "New_Visitor", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_e68c0087ab05185c.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_e68c0087ab05185c", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 207, + "total_tokens": 23190, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 146, + "estimated_total_tokens": 3040, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13703.68, + "sql_execution_elapsed_ms_total": 10.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_e68c0087ab05185c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79d536eb6fe2e4a1e0e27b2cd4efc6e7aae4bad9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:37.209213+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13703.68, "started_at": "2026-05-04T08:58:23.473010+00:00", "ended_at": "2026-05-04T08:58:37.177088+00:00", "prompt_metrics": {"chars": 10744, "bytes_utf8": 10744, "lines": 313, "estimated_tokens": 2894}, "response_metrics": {"chars": 519, "bytes_utf8": 519, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 207}, "stderr_preview": "2026-05-04T08:58:24.133701Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:26.575094Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 14;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"Month\\\", target_col=\\\"VisitorType\\\", target_value='New_Visitor', min_support=5, and top_k=14 using SQLite-compatible aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4d33e696f3d6def64336e14c739e8c4b9c01ce4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_e68c0087ab05185c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_e68c0087ab05185c", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 207, + "total_tokens": 23190, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 146, + "estimated_total_tokens": 3040, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13703.68, + "sql_execution_elapsed_ms_total": 10.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_e68c0087ab05185c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1bb2a56db2e31acf4065d078d40fd694f6600be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"TrafficType": "2", "support": 3913, "avg_response": 55.07686891849297}, {"TrafficType": "1", "support": 2451, "avg_response": 23.419545423503468}, {"TrafficType": "3", "support": 2052, "avg_response": 19.342099265369395}, {"TrafficType": "4", "support": 1069, "avg_response": 30.614188159635173}, {"TrafficType": "13", "support": 738, "avg_response": 23.019072675930897}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4979a09502964713467d59873d374445f6ff15c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_eae41e6f16eb9f86 +-- problem_id: v2p_m6_ec3f1b05eb18225b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "TrafficType", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "TrafficType" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0580daeadfcb97259aaf64ecfee11a8ef26f0ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_eae41e6f16eb9f86\n-- problem_id: v2p_m6_ec3f1b05eb18225b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"TrafficType\",\n COUNT(*) AS support,\n AVG(\"Informational_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_eae41e6f16eb9f86\\n-- problem_id: v2p_m6_ec3f1b05eb18225b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"TrafficType\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"TrafficType\", \"support\", \"avg_response\"], \"rows\": [{\"TrafficType\": \"2\", \"support\": 3913, \"avg_response\": 55.07686891849297}, {\"TrafficType\": \"1\", \"support\": 2451, \"avg_response\": 23.419545423503468}, {\"TrafficType\": \"3\", \"support\": 2052, \"avg_response\": 19.342099265369395}, {\"TrafficType\": \"4\", \"support\": 1069, \"avg_response\": 30.614188159635173}, {\"TrafficType\": \"13\", \"support\": 738, \"avg_response\": 23.019072675930897}, {\"TrafficType\": \"10\", \"support\": 450, \"avg_response\": 30.403574074066665}, {\"TrafficType\": \"6\", \"support\": 444, \"avg_response\": 29.027323940472975}, {\"TrafficType\": \"8\", \"support\": 343, \"avg_response\": 41.262335139067055}, {\"TrafficType\": \"5\", \"support\": 260, \"avg_response\": 19.15634615423077}, {\"TrafficType\": \"11\", \"support\": 247, \"avg_response\": 20.119365721862348}, {\"TrafficType\": \"20\", \"support\": 198, \"avg_response\": 22.29842231833333}, {\"TrafficType\": \"9\", \"support\": 42, \"avg_response\": 35.464285714285715}, {\"TrafficType\": \"7\", \"support\": 40, \"avg_response\": 30.24750000075}, {\"TrafficType\": \"15\", \"support\": 38, \"avg_response\": 5.543859649210526}, {\"TrafficType\": \"19\", \"support\": 17, \"avg_response\": 125.47058823529412}, {\"TrafficType\": \"14\", \"support\": 13, \"avg_response\": 178.91794869230768}, {\"TrafficType\": \"18\", \"support\": 10, \"avg_response\": 26.6}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.96}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f19c92b58d282fda253aa10222297a75a5adefbd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.684900+00:00", + "ended_at": "2026-05-04T09:03:22.697970+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_eae41e6f16eb9f86", + "problem_id": "v2p_m6_ec3f1b05eb18225b", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational_Duration, key_col=TrafficType.", + "bindings": { + "key_col": "TrafficType", + "measure_col": "Informational_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=33", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 33, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_eae41e6f16eb9f86.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d71737f534b19ec4c56e66fa69674acb1e7b9d50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10942, "bytes_utf8": 10942, "lines": 317, "estimated_tokens": 2896}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1162, "bytes_utf8": 1162, "lines": 1, "estimated_tokens": 336}, "usage": {"input_tokens": 22987, "cached_input_tokens": 21888, "output_tokens": 738}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..81a2847667463e59d99f57e9dc3c9e7a484a5689 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_eb98865e093e2e41", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 21888, + "output_tokens": 738, + "total_tokens": 23725, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 336, + "estimated_total_tokens": 3232, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24669.01, + "sql_execution_elapsed_ms_total": 31.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_eb98865e093e2e41\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8a9a6d8febd25f56e007e425261c19a1208ecb61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:46:36.496560+00:00", + "ended_at": "2026-05-04T08:47:01.164450+00:00", + "elapsed_ms": 24669.01, + "prompt_metrics": { + "chars": 10942, + "bytes_utf8": 10942, + "lines": 317, + "estimated_tokens": 2896 + }, + "stdout_metrics": { + "chars": 1628, + "bytes_utf8": 1628, + "lines": 4, + "estimated_tokens": 523 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1162, + "bytes_utf8": 1162, + "lines": 1, + "estimated_tokens": 336 + }, + "usage": { + "input_tokens": 22987, + "cached_input_tokens": 21888, + "output_tokens": 738 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e3c0d8b698d34ab1c9bb42f3b09410d0a05799d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,317 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, measure_col=Informational_Duration, condition_col=OperatingSystems.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Informational_Duration", + "condition_col": "OperatingSystems", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f588272343ffdd47c6bcb139a6887f56272e2ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22a-fc5d-7191-9387-452202cab491"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\",\\n CAST(\\\"Informational_Duration\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" = '2'\\n AND \\\"Informational_Duration\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\",\\n \\\"measure\\\" AS \\\"conditional_percentile\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rn\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within each \\\"SpecialDay\\\" group after filtering to \\\"OperatingSystems\\\" = '2'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22987,"cached_input_tokens":21888,"output_tokens":738}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3505ae008bef6921bfbc9a122fd31d0a61e554a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"SpecialDay\",\n CAST(\"Informational_Duration\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" = '2'\n AND \"Informational_Duration\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"SpecialDay\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"SpecialDay\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"SpecialDay\"\n ) AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"SpecialDay\",\n \"measure\" AS \"conditional_percentile\",\n ROW_NUMBER() OVER (\n PARTITION BY \"SpecialDay\"\n ORDER BY \"rn\"\n ) AS \"pick_rn\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"SpecialDay\",\n \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"pick_rn\" = 1\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within each \"SpecialDay\" group after filtering to \"OperatingSystems\" = '2'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba96a94b1dc22196d957dca2add75ac40e3e3286 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:46:36.711387Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:46:39.069802Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:47:00.341129Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b16a0cb9d576b6d2bfb183ff4d35aa0dff3fe18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, measure_col=Informational_Duration, condition_col=OperatingSystems. +Result preview: [{"SpecialDay": "0", "conditional_percentile": 84.25}, {"SpecialDay": "0.2", "conditional_percentile": 49.5}, {"SpecialDay": "1", "conditional_percentile": 39.0}, {"SpecialDay": "0.4", "conditional_percentile": 29.0}, {"SpecialDay": "0.6", "conditional_percentile": 21.5}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..105e2d2576c4d895693b3fcc5fb78ed5ab829fe4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/generated_sql.sql @@ -0,0 +1,51 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_eb98865e093e2e41 +-- problem_id: v2p_m6_e4a6b1ca299a394f +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "SpecialDay", + CAST("Informational_Duration" AS REAL) AS "measure" + FROM "m6" + WHERE "OperatingSystems" = '2' + AND "Informational_Duration" IS NOT NULL +), +"ranked" AS ( + SELECT + "SpecialDay", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "SpecialDay" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "SpecialDay" + ) AS "cnt" + FROM "filtered" +), +"picked" AS ( + SELECT + "SpecialDay", + "measure" AS "conditional_percentile", + ROW_NUMBER() OVER ( + PARTITION BY "SpecialDay" + ORDER BY "rn" + ) AS "pick_rn" + FROM "ranked" + WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "SpecialDay", + "conditional_percentile" +FROM "picked" +WHERE "pick_rn" = 1 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ae35543c6049456794be81c1003ed770107c203 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"SpecialDay\",\n CAST(\"Informational_Duration\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" = '2'\n AND \"Informational_Duration\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"SpecialDay\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"SpecialDay\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"SpecialDay\"\n ) AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"SpecialDay\",\n \"measure\" AS \"conditional_percentile\",\n ROW_NUMBER() OVER (\n PARTITION BY \"SpecialDay\"\n ORDER BY \"rn\"\n ) AS \"pick_rn\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"SpecialDay\",\n \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"pick_rn\" = 1\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\",\\n CAST(\\\"Informational_Duration\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" = '2'\\n AND \\\"Informational_Duration\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\",\\n \\\"measure\\\" AS \\\"conditional_percentile\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rn\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"SpecialDay\", \"conditional_percentile\"], \"rows\": [{\"SpecialDay\": \"0\", \"conditional_percentile\": 84.25}, {\"SpecialDay\": \"0.2\", \"conditional_percentile\": 49.5}, {\"SpecialDay\": \"1\", \"conditional_percentile\": 39.0}, {\"SpecialDay\": \"0.4\", \"conditional_percentile\": 29.0}, {\"SpecialDay\": \"0.6\", \"conditional_percentile\": 21.5}, {\"SpecialDay\": \"0.8\", \"conditional_percentile\": 3.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..50196e13aaa70408be8e0de1085bf5882985acc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:46:36.492882+00:00", + "ended_at": "2026-05-04T08:47:01.231506+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_eb98865e093e2e41", + "problem_id": "v2p_m6_e4a6b1ca299a394f", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, measure_col=Informational_Duration, condition_col=OperatingSystems.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Informational_Duration", + "condition_col": "OperatingSystems", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_eb98865e093e2e41.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_eb98865e093e2e41", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 21888, + "output_tokens": 738, + "total_tokens": 23725, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 336, + "estimated_total_tokens": 3232, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24669.01, + "sql_execution_elapsed_ms_total": 31.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_eb98865e093e2e41\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a88b0bbf539dc93132d1a1e9cef6b094815a038b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:47:01.191421+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24669.01, "started_at": "2026-05-04T08:46:36.496560+00:00", "ended_at": "2026-05-04T08:47:01.164450+00:00", "prompt_metrics": {"chars": 10942, "bytes_utf8": 10942, "lines": 317, "estimated_tokens": 2896}, "response_metrics": {"chars": 1162, "bytes_utf8": 1162, "lines": 1, "estimated_tokens": 336}, "usage": {"input_tokens": 22987, "cached_input_tokens": 21888, "output_tokens": 738}, "stderr_preview": "2026-05-04T08:46:36.711387Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:46:39.069802Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rn\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not su"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..578d19e781bd216ba1d4dcd2c63c051fa18951be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_eb98865e093e2e41/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_eb98865e093e2e41", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 21888, + "output_tokens": 738, + "total_tokens": 23725, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 336, + "estimated_total_tokens": 3232, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24669.01, + "sql_execution_elapsed_ms_total": 31.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_eb98865e093e2e41\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92d1d47e19fd2afa3a7a59646dc242854407b22b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10399, "bytes_utf8": 10399, "lines": 312, "estimated_tokens": 2775}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22866, "cached_input_tokens": 21888, "output_tokens": 111}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..31e0076c67096af837c2215c2e4fb4af33ad2bb3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ebdb37383c3e4bc4", + "api_calls": 0, + "input_tokens": 22866, + "cached_input_tokens": 21888, + "output_tokens": 111, + "total_tokens": 22977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2775, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11630.51, + "sql_execution_elapsed_ms_total": 8.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ebdb37383c3e4bc4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aef7705aed2bdd56aad50b69e74e4af8291e1427 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:14:34.046608+00:00", + "ended_at": "2026-05-04T08:14:45.677244+00:00", + "elapsed_ms": 11630.51, + "prompt_metrics": { + "chars": 10399, + "bytes_utf8": 10399, + "lines": 312, + "estimated_tokens": 2775 + }, + "stdout_metrics": { + "chars": 721, + "bytes_utf8": 721, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13245 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 397, + "bytes_utf8": 397, + "lines": 1, + "estimated_tokens": 95 + }, + "usage": { + "input_tokens": 22866, + "cached_input_tokens": 21888, + "output_tokens": 111 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0e022768716816b821421abb17165aa2d823958 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Month, measure_col=Browser.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Month", + "measure_col": "Browser", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..96961342ee298505f2465d215dd2e6eb1d4e1fe6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-a6b9-7ae3-ad51-1a8c2597f3a8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Month\\\", AVG(CAST(\\\"Browser\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"Month\\\" and measure_col bound to \\\"Browser\\\". CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22866,"cached_input_tokens":21888,"output_tokens":111}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0a62b5769cfc8a70d20cc00c868f377149e4b8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Month\", AVG(CAST(\"Browser\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Month\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"Month\" and measure_col bound to \"Browser\". CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0ecf284aea138f446354988db315249a2d2e4c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:34.231242Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:36.564010Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:44.872471Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9273e93a363977b64be17054468cf93c6c25dedd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Month, measure_col=Browser. +Result preview: [{"Month": "Dec", "avg_measure": 2.613202084539664}, {"Month": "Sep", "avg_measure": 2.486607142857143}, {"Month": "Jul", "avg_measure": 2.3796296296296298}, {"Month": "Aug", "avg_measure": 2.3787528868360277}, {"Month": "May", "avg_measure": 2.3689060642092747}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9eb8b9caf77afd608def46e3e2ec8e6d2f0bc6b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_ebdb37383c3e4bc4 +-- problem_id: v2p_m6_70a47da24d5d33b5 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", AVG(CAST("Browser" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Month" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3afd60ca41bd4f2259d76c367a9eadf15c04c04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Month\", AVG(CAST(\"Browser\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Month\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Month\\\", AVG(CAST(\\\"Browser\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Month\", \"avg_measure\"], \"rows\": [{\"Month\": \"Dec\", \"avg_measure\": 2.613202084539664}, {\"Month\": \"Sep\", \"avg_measure\": 2.486607142857143}, {\"Month\": \"Jul\", \"avg_measure\": 2.3796296296296298}, {\"Month\": \"Aug\", \"avg_measure\": 2.3787528868360277}, {\"Month\": \"May\", \"avg_measure\": 2.3689060642092747}, {\"Month\": \"June\", \"avg_measure\": 2.3159722222222223}, {\"Month\": \"Mar\", \"avg_measure\": 2.291557420031463}, {\"Month\": \"Nov\", \"avg_measure\": 2.2508338892595066}, {\"Month\": \"Oct\", \"avg_measure\": 2.227686703096539}, {\"Month\": \"Feb\", \"avg_measure\": 2.1793478260869565}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.94}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..745750e1330be98fc0dda8c791e6848ef2691087 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:14:34.042263+00:00", + "ended_at": "2026-05-04T08:14:45.729655+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_ebdb37383c3e4bc4", + "problem_id": "v2p_m6_70a47da24d5d33b5", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Month, measure_col=Browser.", + "bindings": { + "group_col": "Month", + "measure_col": "Browser", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_ebdb37383c3e4bc4.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ebdb37383c3e4bc4", + "api_calls": 0, + "input_tokens": 22866, + "cached_input_tokens": 21888, + "output_tokens": 111, + "total_tokens": 22977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2775, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11630.51, + "sql_execution_elapsed_ms_total": 8.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ebdb37383c3e4bc4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..649b49556b8dbd310a7fd9e6129b0d9ee297df39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ebdb37383c3e4bc4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:45.711124+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11630.51, "started_at": "2026-05-04T08:14:34.046608+00:00", "ended_at": "2026-05-04T08:14:45.677244+00:00", "prompt_metrics": {"chars": 10399, "bytes_utf8": 10399, "lines": 312, "estimated_tokens": 2775}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22866, "cached_input_tokens": 21888, "output_tokens": 111}, "stderr_preview": "2026-05-04T08:14:34.231242Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:36.564010Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Revenue, measure_col=ProductRelated.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Revenue", + "measure_col": "ProductRelated", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..285182cc990f7acd072c096a3d21e7d4ba6d7723 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-19f0-7be0-864c-eb3107cb578a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Revenue\\\", AVG(CAST(\\\"ProductRelated\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned grouped mean template with group_col bound to \\\"Revenue\\\" and measure_col bound to \\\"ProductRelated\\\". Since the schema stores values as TEXT, CAST(\\\"ProductRelated\\\" AS REAL) ensures a numeric SQLite average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":21888,"output_tokens":143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e9c73a9b6c6f780b696db3660adb694e84ab07d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Revenue\", AVG(CAST(\"ProductRelated\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Revenue\"\nORDER BY avg_measure DESC;","notes":"Used the planned grouped mean template with group_col bound to \"Revenue\" and measure_col bound to \"ProductRelated\". Since the schema stores values as TEXT, CAST(\"ProductRelated\" AS REAL) ensures a numeric SQLite average."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1d90c9c8461ba6ab994b66344b69249ea3bc886 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:14.790265Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:17.272840Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:25.084386Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..20c23b9e6b5088356dd5f1c07d0b8fab9f93e81b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Revenue, measure_col=ProductRelated. +Result preview: [{"Revenue": "TRUE", "avg_measure": 48.2101677148847}, {"Revenue": "FALSE", "avg_measure": 28.71464210324314}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1ac4bd3d3437af31947d4e34dd41f41f6a9d00c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_ec899e93252dde66 +-- problem_id: v2p_m6_c530a2b61fc44046 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", AVG(CAST("ProductRelated" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Revenue" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f6543886c9df11a7ef3a8742fd5e4a69237d4a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Revenue\", AVG(CAST(\"ProductRelated\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Revenue\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Revenue\\\", AVG(CAST(\\\"ProductRelated\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Revenue\", \"avg_measure\"], \"rows\": [{\"Revenue\": \"TRUE\", \"avg_measure\": 48.2101677148847}, {\"Revenue\": \"FALSE\", \"avg_measure\": 28.71464210324314}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd52cf75c641f17129cca607c8efeb7f5922a417 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:17:14.601775+00:00", + "ended_at": "2026-05-04T08:17:25.903985+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_ec899e93252dde66", + "problem_id": "v2p_m6_c530a2b61fc44046", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Revenue, measure_col=ProductRelated.", + "bindings": { + "group_col": "Revenue", + "measure_col": "ProductRelated", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_ec899e93252dde66.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ec899e93252dde66", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 21888, + "output_tokens": 143, + "total_tokens": 23011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2877, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11234.33, + "sql_execution_elapsed_ms_total": 14.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ec899e93252dde66\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2811a482029f1fb216dfe2830b35e7599cc3b36e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ec899e93252dde66/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:25.873999+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11234.33, "started_at": "2026-05-04T08:17:14.605413+00:00", "ended_at": "2026-05-04T08:17:25.839385+00:00", "prompt_metrics": {"chars": 10416, "bytes_utf8": 10416, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 424, "bytes_utf8": 424, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22868, "cached_input_tokens": 21888, "output_tokens": 143}, "stderr_preview": "2026-05-04T08:17:14.790265Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:17.272840Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Browser.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "Browser", + "predicate_col": "Weekend", + "predicate_op": "=", + "predicate_value": "FALSE", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b49494d58347d7afceedf7608571fc0b79688ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-d6d9-7cd0-b38f-ebe14ab0534d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Browser\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE \\\"Weekend\\\" = 'FALSE'\\nGROUP BY \\\"Browser\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Uses the required Filtered Top-k Group Count template with group_col bound to \\\"Browser\\\" and predicate_col bound to \\\"Weekend\\\" = 'FALSE'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22911,"cached_input_tokens":19840,"output_tokens":148}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2523dd9130f53e4c3c6b6a2ae6876ce50452eedd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Browser\", COUNT(*) AS support\nFROM \"m6\"\nWHERE \"Weekend\" = 'FALSE'\nGROUP BY \"Browser\"\nORDER BY support DESC\nLIMIT 11;","notes":"Uses the required Filtered Top-k Group Count template with group_col bound to \"Browser\" and predicate_col bound to \"Weekend\" = 'FALSE'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6441a9736c048d2d1c8a9f0dfcf45a3f11b101ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:29.935915Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:32.286157Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:42.091590Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4485c01d715ff80f3f82bfd3184444c4b35fb312 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Browser. +Result preview: [{"Browser": "2", "support": 6176}, {"Browser": "1", "support": 1758}, {"Browser": "4", "support": 618}, {"Browser": "5", "support": 373}, {"Browser": "6", "support": 142}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff24ffc48b2833d147f3c64a960e7936c3041d83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_ee842331cca06258 +-- problem_id: v2p_m6_80184d19c3955012 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", COUNT(*) AS support +FROM "m6" +WHERE "Weekend" = 'FALSE' +GROUP BY "Browser" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60ca458f4e0e10e9ffca3ff845317283555d8aa6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"Browser\", COUNT(*) AS support\nFROM \"m6\"\nWHERE \"Weekend\" = 'FALSE'\nGROUP BY \"Browser\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"Browser\\\", COUNT(*) AS support\\nFROM \\\"m6\\\"\\nWHERE \\\"Weekend\\\" = 'FALSE'\\nGROUP BY \\\"Browser\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"Browser\", \"support\"], \"rows\": [{\"Browser\": \"2\", \"support\": 6176}, {\"Browser\": \"1\", \"support\": 1758}, {\"Browser\": \"4\", \"support\": 618}, {\"Browser\": \"5\", \"support\": 373}, {\"Browser\": \"6\", \"support\": 142}, {\"Browser\": \"10\", \"support\": 127}, {\"Browser\": \"8\", \"support\": 90}, {\"Browser\": \"3\", \"support\": 72}, {\"Browser\": \"13\", \"support\": 59}, {\"Browser\": \"7\", \"support\": 33}, {\"Browser\": \"12\", \"support\": 8}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.75}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..34757609f5abc5b320734364ec641f25194173de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:11:29.751424+00:00", + "ended_at": "2026-05-04T08:11:42.933346+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_ee842331cca06258", + "problem_id": "v2p_m6_80184d19c3955012", + "dataset_id": "m6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Browser.", + "bindings": { + "group_col": "Browser", + "predicate_col": "Weekend", + "predicate_op": "=", + "predicate_value": "FALSE", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_ee842331cca06258.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ee842331cca06258", + "api_calls": 0, + "input_tokens": 22911, + "cached_input_tokens": 19840, + "output_tokens": 148, + "total_tokens": 23059, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2822, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2924, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13141.01, + "sql_execution_elapsed_ms_total": 10.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ee842331cca06258\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7148ee834b872cb40c639b49a5cc52365619d076 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ee842331cca06258/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:42.915832+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13141.01, "started_at": "2026-05-04T08:11:29.755251+00:00", "ended_at": "2026-05-04T08:11:42.896089+00:00", "prompt_metrics": {"chars": 10581, "bytes_utf8": 10581, "lines": 314, "estimated_tokens": 2822}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22911, "cached_input_tokens": 19840, "output_tokens": 148}, "stderr_preview": "2026-05-04T08:11:29.935915Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:32.286157Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Region, measure_col=OperatingSystems.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Region", + "measure_col": "OperatingSystems", + "item_col": "BounceRates", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e102cf65b398e7b6ef587137234e7d06d7bf4798 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df227-5c13-7f90-959d-2393a75e556b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Region\\\", \\\"BounceRates\\\",\\n SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"OperatingSystems\\\" AS REAL))) OVER (PARTITION BY \\\"Region\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\", \\\"BounceRates\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"Region\\\", item_col=\\\"BounceRates\\\", and measure_col=\\\"OperatingSystems\\\". Cast \\\"OperatingSystems\\\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22987,"cached_input_tokens":21888,"output_tokens":247}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12a5709d723a8c4aa662283de59c226ce72651f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Region\", \"BounceRates\",\n SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure,\n SUM(CAST(\"OperatingSystems\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"OperatingSystems\" AS REAL))) OVER (PARTITION BY \"Region\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Region\", \"BounceRates\"\nORDER BY share_within_group DESC;","notes":"Used the required template with group_col=\"Region\", item_col=\"BounceRates\", and measure_col=\"OperatingSystems\". Cast \"OperatingSystems\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a37b3b7aa24435e09075187b6bda8e6c2daf4aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:42:39.051930Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:42:41.487815Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:42:51.035139Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..53aea139abc57a50019cf3d890f36e79c73370e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Region, measure_col=OperatingSystems. +Result preview: [{"Region": "9", "BounceRates": "0", "total_measure": 884.0, "share_within_group": 62.38532110091743}, {"Region": "7", "BounceRates": "0", "total_measure": 752.0, "share_within_group": 47.74603174603175}, {"Region": "5", "BounceRates": "0", "total_measure": 320.0, "share_within_group": 47.47774480712166}, {"Region": "8", "BounceRates": "0", "total_measure": 413.0, "share_within_group": 45.08733624454148}, {"Region": "4", "BounceRates": "0", "total_measure": 1116.0, "share_within_group": 44.515357000398886}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..56227ad43e9a69764ac7eec7f8d72377b977bac4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_f05818a705ee0f21 +-- problem_id: v2p_m6_47810f3620ca5134 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", "BounceRates", + SUM(CAST("OperatingSystems" AS REAL)) AS total_measure, + SUM(CAST("OperatingSystems" AS REAL)) * 100.0 / SUM(SUM(CAST("OperatingSystems" AS REAL))) OVER (PARTITION BY "Region") AS share_within_group +FROM "m6" +GROUP BY "Region", "BounceRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c11720eb9dcd5312239d9e801521811cf360f169 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Region\", \"BounceRates\",\n SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure,\n SUM(CAST(\"OperatingSystems\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"OperatingSystems\" AS REAL))) OVER (PARTITION BY \"Region\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Region\", \"BounceRates\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Region\\\", \\\"BounceRates\\\",\\n SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"OperatingSystems\\\" AS REAL))) OVER (PARTITION BY \\\"Region\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\", \\\"BounceRates\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Region\", \"BounceRates\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Region\": \"9\", \"BounceRates\": \"0\", \"total_measure\": 884.0, \"share_within_group\": 62.38532110091743}, {\"Region\": \"7\", \"BounceRates\": \"0\", \"total_measure\": 752.0, \"share_within_group\": 47.74603174603175}, {\"Region\": \"5\", \"BounceRates\": \"0\", \"total_measure\": 320.0, \"share_within_group\": 47.47774480712166}, {\"Region\": \"8\", \"BounceRates\": \"0\", \"total_measure\": 413.0, \"share_within_group\": 45.08733624454148}, {\"Region\": \"4\", \"BounceRates\": \"0\", \"total_measure\": 1116.0, \"share_within_group\": 44.515357000398886}, {\"Region\": \"2\", \"BounceRates\": \"0\", \"total_measure\": 1046.0, \"share_within_group\": 44.09780775716695}, {\"Region\": \"1\", \"BounceRates\": \"0\", \"total_measure\": 4370.0, \"share_within_group\": 43.717486994797916}, {\"Region\": \"3\", \"BounceRates\": \"0\", \"total_measure\": 2121.0, \"share_within_group\": 42.0332936979786}, {\"Region\": \"6\", \"BounceRates\": \"0\", \"total_measure\": 681.0, \"share_within_group\": 40.3914590747331}, {\"Region\": \"9\", \"BounceRates\": \"0.2\", \"total_measure\": 139.0, \"share_within_group\": 9.809456598447424}, {\"Region\": \"2\", \"BounceRates\": \"0.2\", \"total_measure\": 141.0, \"share_within_group\": 5.944350758853289}, {\"Region\": \"3\", \"BounceRates\": \"0.2\", \"total_measure\": 296.0, \"share_within_group\": 5.866032500990884}, {\"Region\": \"6\", \"BounceRates\": \"0.2\", \"total_measure\": 98.0, \"share_within_group\": 5.812574139976276}, {\"Region\": \"7\", \"BounceRates\": \"0.2\", \"total_measure\": 87.0, \"share_within_group\": 5.523809523809524}, {\"Region\": \"1\", \"BounceRates\": \"0.2\", \"total_measure\": 547.0, \"share_within_group\": 5.47218887555022}, {\"Region\": \"4\", \"BounceRates\": \"0.2\", \"total_measure\": 137.0, \"share_within_group\": 5.464698843238931}, {\"Region\": \"5\", \"BounceRates\": \"0.2\", \"total_measure\": 36.0, \"share_within_group\": 5.341246290801187}, {\"Region\": \"8\", \"BounceRates\": \"0.2\", \"total_measure\": 32.0, \"share_within_group\": 3.493449781659389}, {\"Region\": \"5\", \"BounceRates\": \"0.05\", \"total_measure\": 17.0, \"share_within_group\": 2.522255192878338}, {\"Region\": \"6\", \"BounceRates\": \"0.025\", \"total_measure\": 30.0, \"share_within_group\": 1.7793594306049823}, {\"Region\": \"5\", \"BounceRates\": \"0.016666667\", \"total_measure\": 11.0, \"share_within_group\": 1.632047477744807}, {\"Region\": \"6\", \"BounceRates\": \"0.04\", \"total_measure\": 25.0, \"share_within_group\": 1.482799525504152}, {\"Region\": \"6\", \"BounceRates\": \"0.05\", \"total_measure\": 24.0, \"share_within_group\": 1.4234875444839858}, {\"Region\": \"8\", \"BounceRates\": \"0.025\", \"total_measure\": 13.0, \"share_within_group\": 1.4192139737991267}, {\"Region\": \"3\", \"BounceRates\": \"0.066666667\", \"total_measure\": 71.0, \"share_within_group\": 1.4070550931430836}, {\"Region\": \"4\", \"BounceRates\": \"0.028571429\", \"total_measure\": 35.0, \"share_within_group\": 1.3960909453530115}, {\"Region\": \"6\", \"BounceRates\": \"0.028571429\", \"total_measure\": 23.0, \"share_within_group\": 1.3641755634638197}, {\"Region\": \"4\", \"BounceRates\": \"0.066666667\", \"total_measure\": 34.0, \"share_within_group\": 1.3562026326286398}, {\"Region\": \"5\", \"BounceRates\": \"0.066666667\", \"total_measure\": 9.0, \"share_within_group\": 1.3353115727002967}, {\"Region\": \"8\", \"BounceRates\": \"0.018181818\", \"total_measure\": 12.0, \"share_within_group\": 1.3100436681222707}, {\"Region\": \"8\", \"BounceRates\": \"0.022222222\", \"total_measure\": 12.0, \"share_within_group\": 1.3100436681222707}, {\"Region\": \"8\", \"BounceRates\": \"0.028571429\", \"total_measure\": 12.0, \"share_within_group\": 1.3100436681222707}, {\"Region\": \"1\", \"BounceRates\": \"0.066666667\", \"total_measure\": 121.0, \"share_within_group\": 1.210484193677471}, {\"Region\": \"7\", \"BounceRates\": \"0.02\", \"total_measure\": 19.0, \"share_within_group\": 1.2063492063492063}, {\"Region\": \"8\", \"BounceRates\": \"0.066666667\", \"total_measure\": 11.0, \"share_within_group\": 1.2008733624454149}, {\"Region\": \"4\", \"BounceRates\": \"0.022222222\", \"total_measure\": 30.0, \"share_within_group\": 1.1966493817311528}, {\"Region\": \"3\", \"BounceRates\": \"0.033333333\", \"total_measure\": 60.0, \"share_within_group\": 1.1890606420927468}, {\"Region\": \"5\", \"BounceRates\": \"0.007692308\", \"total_measure\": 8.0, \"share_within_group\": 1.1869436201780414}, {\"Region\": \"5\", \"BounceRates\": \"0.0125\", \"total_measure\": 8.0, \"share_within_group\": 1.1869436201780414}, {\"Region\": \"5\", \"BounceRates\": \"0.025\", \"total_measure\": 8.0, \"share_within_group\": 1.1869436201780414}, {\"Region\": \"7\", \"BounceRates\": \"0.016666667\", \"total_measure\": 18.0, \"share_within_group\": 1.1428571428571428}, {\"Region\": \"4\", \"BounceRates\": \"0.05\", \"total_measure\": 28.0, \"share_within_group\": 1.1168727562824092}, {\"Region\": \"1\", \"BounceRates\": \"0.1\", \"total_measure\": 111.0, \"share_within_group\": 1.1104441776710685}, {\"Region\": \"2\", \"BounceRates\": \"0.05\", \"total_measure\": 26.0, \"share_within_group\": 1.0961214165261384}, {\"Region\": \"2\", \"BounceRates\": \"0.066666667\", \"total_measure\": 26.0, \"share_within_group\": 1.0961214165261384}, {\"Region\": \"8\", \"BounceRates\": \"0.015384615\", \"total_measure\": 10.0, \"share_within_group\": 1.091703056768559}, {\"Region\": \"8\", \"BounceRates\": \"0.016666667\", \"total_measure\": 10.0, \"share_within_group\": 1.091703056768559}, {\"Region\": \"3\", \"BounceRates\": \"0.025\", \"total_measure\": 55.0, \"share_within_group\": 1.0899722552516844}, {\"Region\": \"6\", \"BounceRates\": \"0.016666667\", \"total_measure\": 18.0, \"share_within_group\": 1.0676156583629892}, {\"Region\": \"5\", \"BounceRates\": \"0.004545455\", \"total_measure\": 7.0, \"share_within_group\": 1.0385756676557865}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 29.72}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..444199b313b887cb60708917b631bab23a2a406c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:42:38.807593+00:00", + "ended_at": "2026-05-04T08:42:51.867424+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_f05818a705ee0f21", + "problem_id": "v2p_m6_47810f3620ca5134", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Region, measure_col=OperatingSystems.", + "bindings": { + "group_col": "Region", + "measure_col": "OperatingSystems", + "item_col": "BounceRates", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=11", + "sql_variant_index=1/2", + "binding_index=94" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_f05818a705ee0f21.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f05818a705ee0f21", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 21888, + "output_tokens": 247, + "total_tokens": 23234, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 155, + "estimated_total_tokens": 3051, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12994.84, + "sql_execution_elapsed_ms_total": 29.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_f05818a705ee0f21\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4da242f617738e6436694ff62578944093d33e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f05818a705ee0f21/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:42:51.826406+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12994.84, "started_at": "2026-05-04T08:42:38.811470+00:00", "ended_at": "2026-05-04T08:42:51.806098+00:00", "prompt_metrics": {"chars": 10822, "bytes_utf8": 10822, "lines": 314, "estimated_tokens": 2896}, "response_metrics": {"chars": 629, "bytes_utf8": 629, "lines": 1, "estimated_tokens": 155}, "usage": {"input_tokens": 22987, "cached_input_tokens": 21888, "output_tokens": 247}, "stderr_preview": "2026-05-04T08:42:39.051930Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:42:41.487815Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=OperatingSystems, measure_col=SpecialDay.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "SpecialDay", + "predicate_col": "ProductRelated_Duration", + "predicate_op": ">=", + "predicate_value": 1464.157214, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8568f5575253e2415b5a6c79a1f988c32a95f076 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-0bad-7da3-9db5-2be66aa1096c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"OperatingSystems\\\", SUM(CAST(\\\"SpecialDay\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated_Duration\\\" AS REAL) >= 1464.157214\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template using group_col=\\\"OperatingSystems\\\", measure_col=\\\"SpecialDay\\\", and predicate on \\\"ProductRelated_Duration\\\". Cast numeric-looking TEXT columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22953,"cached_input_tokens":19840,"output_tokens":144}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc28d76c5077be0c0faef6ccd69a4582c1928a06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"OperatingSystems\", SUM(CAST(\"SpecialDay\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ProductRelated_Duration\" AS REAL) >= 1464.157214\nGROUP BY \"OperatingSystems\"\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Applied the provided Top-k Group Sum with Filter template using group_col=\"OperatingSystems\", measure_col=\"SpecialDay\", and predicate on \"ProductRelated_Duration\". Cast numeric-looking TEXT columns to REAL for SQLite-compatible numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c1e6b20a66da47f456b06286f1c0b4abbfc474f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:16.684175Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:19.080870Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:27.976354Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..433a0a2e7dc42dc0882d8d35e48a49be100f8bf1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=OperatingSystems, measure_col=SpecialDay. +Result preview: [{"OperatingSystems": "2", "total_measure": 98.8}, {"OperatingSystems": "3", "total_measure": 36.6}, {"OperatingSystems": "1", "total_measure": 20.2}, {"OperatingSystems": "4", "total_measure": 3.6}, {"OperatingSystems": "6", "total_measure": 1.8}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a5d40837556316e03b44c25232ad66821030c246 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_f266d58cc2bb46b0 +-- problem_id: v2p_m6_a98b683b5700e596 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", SUM(CAST("SpecialDay" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ProductRelated_Duration" AS REAL) >= 1464.157214 +GROUP BY "OperatingSystems" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c6c4a646b7e6231e222ed1a5e9257e389561d49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"OperatingSystems\", SUM(CAST(\"SpecialDay\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ProductRelated_Duration\" AS REAL) >= 1464.157214\nGROUP BY \"OperatingSystems\"\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"OperatingSystems\\\", SUM(CAST(\\\"SpecialDay\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated_Duration\\\" AS REAL) >= 1464.157214\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"OperatingSystems\", \"total_measure\"], \"rows\": [{\"OperatingSystems\": \"2\", \"total_measure\": 98.8}, {\"OperatingSystems\": \"3\", \"total_measure\": 36.6}, {\"OperatingSystems\": \"1\", \"total_measure\": 20.2}, {\"OperatingSystems\": \"4\", \"total_measure\": 3.6}, {\"OperatingSystems\": \"6\", \"total_measure\": 1.8}, {\"OperatingSystems\": \"8\", \"total_measure\": 0.0}, {\"OperatingSystems\": \"7\", \"total_measure\": 0.0}, {\"OperatingSystems\": \"5\", \"total_measure\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b9e57edffdee3227f5972db9844b91aaf5817059 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:18:16.486779+00:00", + "ended_at": "2026-05-04T08:18:28.755831+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_f266d58cc2bb46b0", + "problem_id": "v2p_m6_a98b683b5700e596", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=OperatingSystems, measure_col=SpecialDay.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "SpecialDay", + "predicate_col": "ProductRelated_Duration", + "predicate_op": ">=", + "predicate_value": 1464.157214, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_f266d58cc2bb46b0.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f266d58cc2bb46b0", + "api_calls": 0, + "input_tokens": 22953, + "cached_input_tokens": 19840, + "output_tokens": 144, + "total_tokens": 23097, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2864, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2993, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12233.68, + "sql_execution_elapsed_ms_total": 6.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_f266d58cc2bb46b0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fac8cae02bcd3bffa1e47661fe3c169a9be3753 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:28.742222+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12233.68, "started_at": "2026-05-04T08:18:16.490180+00:00", "ended_at": "2026-05-04T08:18:28.722927+00:00", "prompt_metrics": {"chars": 10721, "bytes_utf8": 10721, "lines": 316, "estimated_tokens": 2864}, "response_metrics": {"chars": 558, "bytes_utf8": 558, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22953, "cached_input_tokens": 19840, "output_tokens": 144}, "stderr_preview": "2026-05-04T08:18:16.684175Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:19.080870Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 1464.157214\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template using group_col=\\\"OperatingSystems\\\", measure_col=\\\"SpecialDay\\\", and predicate on \\\"ProductRelated_Duration\\\". Cast numeric-looking TEXT columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0a1f800de4356268458431204e83ea333dcaec37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f266d58cc2bb46b0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f266d58cc2bb46b0", + "api_calls": 0, + "input_tokens": 22953, + "cached_input_tokens": 19840, + "output_tokens": 144, + "total_tokens": 23097, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2864, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2993, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12233.68, + "sql_execution_elapsed_ms_total": 6.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_f266d58cc2bb46b0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01c197f396aa0b750395360a6436d1ef1dbe8f30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10754, "bytes_utf8": 10754, "lines": 313, "estimated_tokens": 2894}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 192}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a3b98ea3223245277bc7d66e4e1a624aed65006d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f3c339297761dd1a", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 192, + "total_tokens": 23175, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 138, + "estimated_total_tokens": 3032, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15053.79, + "sql_execution_elapsed_ms_total": 8.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_f3c339297761dd1a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c1969c62e1f104c6508adf14505dbbcb45842636 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:59:18.701285+00:00", + "ended_at": "2026-05-04T08:59:33.746003+00:00", + "elapsed_ms": 15053.79, + "prompt_metrics": { + "chars": 10754, + "bytes_utf8": 10754, + "lines": 313, + "estimated_tokens": 2894 + }, + "stdout_metrics": { + "chars": 819, + "bytes_utf8": 819, + "lines": 4, + "estimated_tokens": 241 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 498, + "bytes_utf8": 498, + "lines": 1, + "estimated_tokens": 138 + }, + "usage": { + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 192 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b97615287c6020ab6c86d83882b06ece3f64635 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,313 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Browser, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "Browser", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb95bc8a4bf0c07d9ae8427a37dd7500defcb0d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-9dbb-7362-9206-d2dd76c7b557"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Browser\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col bound to Browser, target_col bound to VisitorType, target_value set to Returning_Visitor, min_support=5, and top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22983,"cached_input_tokens":21888,"output_tokens":192}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dfc4dfefd557b5c4d445cc8c00a2e3bc8be73c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Browser\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Browser\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Uses the provided Tail Target-Rate Extremes template with group_col bound to Browser, target_col bound to VisitorType, target_value set to Returning_Visitor, min_support=5, and top_k=11."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12c41551de6c33d2d616b737783aa4adaf8dbdc1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:18.922048Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:21.419662Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:32.796193Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd0bc3d7ea541b7f31c4145c8de6c3aa9594fa74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Browser, target_col=VisitorType. +Result preview: [{"Browser": "11", "support": 6, "focus_rate": 1.0}, {"Browser": "6", "support": 174, "focus_rate": 0.9367816091954023}, {"Browser": "12", "support": 10, "focus_rate": 0.9}, {"Browser": "2", "support": 7961, "focus_rate": 0.8669765104886321}, {"Browser": "10", "support": 163, "focus_rate": 0.8650306748466258}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a31c422aa8c09597a938ecbcc7b841f8ce62748d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_f3c339297761dd1a +-- problem_id: v2p_m6_5db70890e2936ac1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Browser", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Browser" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6ba16b09b4c789e4a47bebfdb6f42336fd61ecd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Browser\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Browser\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Browser\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"Browser\", \"support\", \"focus_rate\"], \"rows\": [{\"Browser\": \"11\", \"support\": 6, \"focus_rate\": 1.0}, {\"Browser\": \"6\", \"support\": 174, \"focus_rate\": 0.9367816091954023}, {\"Browser\": \"12\", \"support\": 10, \"focus_rate\": 0.9}, {\"Browser\": \"2\", \"support\": 7961, \"focus_rate\": 0.8669765104886321}, {\"Browser\": \"10\", \"support\": 163, \"focus_rate\": 0.8650306748466258}, {\"Browser\": \"5\", \"support\": 467, \"focus_rate\": 0.8629550321199143}, {\"Browser\": \"1\", \"support\": 2462, \"focus_rate\": 0.8428107229894395}, {\"Browser\": \"8\", \"support\": 135, \"focus_rate\": 0.837037037037037}, {\"Browser\": \"7\", \"support\": 49, \"focus_rate\": 0.8367346938775511}, {\"Browser\": \"4\", \"support\": 736, \"focus_rate\": 0.8220108695652174}, {\"Browser\": \"3\", \"support\": 105, \"focus_rate\": 0.8}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.57}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b1ee09b2f9e7979bdef84fd6206db681831d3faa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:59:18.697055+00:00", + "ended_at": "2026-05-04T08:59:33.788677+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_f3c339297761dd1a", + "problem_id": "v2p_m6_5db70890e2936ac1", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Browser, target_col=VisitorType.", + "bindings": { + "group_col": "Browser", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_f3c339297761dd1a.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f3c339297761dd1a", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 192, + "total_tokens": 23175, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 138, + "estimated_total_tokens": 3032, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15053.79, + "sql_execution_elapsed_ms_total": 8.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_f3c339297761dd1a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69f79f453f3d21d2c4190230f66d3b20ac78ade1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:33.772978+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15053.79, "started_at": "2026-05-04T08:59:18.701285+00:00", "ended_at": "2026-05-04T08:59:33.746003+00:00", "prompt_metrics": {"chars": 10754, "bytes_utf8": 10754, "lines": 313, "estimated_tokens": 2894}, "response_metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 192}, "stderr_preview": "2026-05-04T08:59:18.922048Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:21.419662Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col bound to Browser, target_col bound to VisitorType, target_value set to Returning_Visitor, min_support=5, and top_k=11.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..84c22c574f2c48faf5f51ad5b3cc9b38da4fd6d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f3c339297761dd1a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f3c339297761dd1a", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 192, + "total_tokens": 23175, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 138, + "estimated_total_tokens": 3032, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15053.79, + "sql_execution_elapsed_ms_total": 8.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_f3c339297761dd1a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65081206b9a3df9f56a9c95ce7310a15099bac71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10754, "bytes_utf8": 10754, "lines": 313, "estimated_tokens": 2894}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 563, "bytes_utf8": 563, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 171}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e99f354b8b706f373e22fc2c14103a9490f86848 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f6327e34307eaaae", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 23154, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 149, + "estimated_total_tokens": 3043, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13182.39, + "sql_execution_elapsed_ms_total": 8.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_f6327e34307eaaae\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e284cb8e70a70b03a94dfd8bc1a6ecbd6a31fd97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:56:26.687928+00:00", + "ended_at": "2026-05-04T08:56:39.870308+00:00", + "elapsed_ms": 13182.39, + "prompt_metrics": { + "chars": 10754, + "bytes_utf8": 10754, + "lines": 313, + "estimated_tokens": 2894 + }, + "stdout_metrics": { + "chars": 892, + "bytes_utf8": 892, + "lines": 4, + "estimated_tokens": 256 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13213 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 563, + "bytes_utf8": 563, + "lines": 1, + "estimated_tokens": 149 + }, + "usage": { + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 171 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fc51aff82371bf699e3ae064dd335aee2d74ff5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,313 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Revenue, target_col=VisitorType.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "Revenue", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f00020e6988a7d0218341cbaaf5705702741a40d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-fdc2-7083-8334-0e6e5ffe3033"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Revenue\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col bound to \\\"Revenue\\\", target_col bound to \\\"VisitorType\\\", target value 'Returning_Visitor', min_support 4, and top_k 15. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22983,"cached_input_tokens":21888,"output_tokens":171}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b569e0304965c61c78c2c12c919dd76dbf588464 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Revenue\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Revenue\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Used the provided Tail Target-Rate Extremes template with group_col bound to \"Revenue\", target_col bound to \"VisitorType\", target value 'Returning_Visitor', min_support 4, and top_k 15. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08133e40d96d0cda0d3e49a2714969d3d3031ffb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:26.897372Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:56:29.292728Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:38.744162Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e41ec34e76e7622d2a35e2e5a56a8ea3303b69af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Revenue, target_col=VisitorType. +Result preview: [{"Revenue": "FALSE", "support": 10422, "focus_rate": 0.8713298791018999}, {"Revenue": "TRUE", "support": 1908, "focus_rate": 0.7704402515723271}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0168a881e0a978808005f7e230849138ce43b336 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_f6327e34307eaaae +-- problem_id: v2p_m6_5c15ce25708d36cd +-- realization_mode: agent +-- source_kind: agent +SELECT + "Revenue", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Revenue" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bff4e05ce0f40d9dd0b7cb0ccfe38e49b1096f45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"Revenue\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m6\"\nGROUP BY \"Revenue\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"Revenue\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"Revenue\", \"support\", \"focus_rate\"], \"rows\": [{\"Revenue\": \"FALSE\", \"support\": 10422, \"focus_rate\": 0.8713298791018999}, {\"Revenue\": \"TRUE\", \"support\": 1908, \"focus_rate\": 0.7704402515723271}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8518e9bdc3f558fc4e0ab0a27f24c743d19621f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:56:26.682536+00:00", + "ended_at": "2026-05-04T08:56:39.907171+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_f6327e34307eaaae", + "problem_id": "v2p_m6_5c15ce25708d36cd", + "dataset_id": "m6", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Revenue, target_col=VisitorType.", + "bindings": { + "group_col": "Revenue", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_f6327e34307eaaae.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f6327e34307eaaae", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 23154, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 149, + "estimated_total_tokens": 3043, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13182.39, + "sql_execution_elapsed_ms_total": 8.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_f6327e34307eaaae\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc2f323b5c308c39aea1d6b87df61083bbc4d7d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:39.890446+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13182.39, "started_at": "2026-05-04T08:56:26.687928+00:00", "ended_at": "2026-05-04T08:56:39.870308+00:00", "prompt_metrics": {"chars": 10754, "bytes_utf8": 10754, "lines": 313, "estimated_tokens": 2894}, "response_metrics": {"chars": 563, "bytes_utf8": 563, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 22983, "cached_input_tokens": 21888, "output_tokens": 171}, "stderr_preview": "2026-05-04T08:56:26.897372Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:56:29.292728Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col bound to \\\"Revenue\\\", target_col bound to \\\"VisitorType\\\", target value 'Returning_Visitor', min_support 4, and top_k 15. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2994608c0f156f6ca2a2116e78f66af09a28348e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6327e34307eaaae/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f6327e34307eaaae", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 23154, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 149, + "estimated_total_tokens": 3043, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13182.39, + "sql_execution_elapsed_ms_total": 8.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_f6327e34307eaaae\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f7729e137ca92fa8a57ba1eda14bb90dd5ab2b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10717, "bytes_utf8": 10717, "lines": 316, "estimated_tokens": 2865}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22954, "cached_input_tokens": 22400, "output_tokens": 214}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1ea2019b3ded33122e9a7d45406874cb6f334d00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f656ee1397d71929", + "api_calls": 0, + "input_tokens": 22954, + "cached_input_tokens": 22400, + "output_tokens": 214, + "total_tokens": 23168, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2865, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12114.02, + "sql_execution_elapsed_ms_total": 8.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_f656ee1397d71929\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a995400cc708a52a3cd31704ee579912a220d691 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:21:24.682496+00:00", + "ended_at": "2026-05-04T08:21:36.796576+00:00", + "elapsed_ms": 12114.02, + "prompt_metrics": { + "chars": 10717, + "bytes_utf8": 10717, + "lines": 316, + "estimated_tokens": 2865 + }, + "stdout_metrics": { + "chars": 823, + "bytes_utf8": 823, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13252 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 489, + "bytes_utf8": 489, + "lines": 1, + "estimated_tokens": 119 + }, + "usage": { + "input_tokens": 22954, + "cached_input_tokens": 22400, + "output_tokens": 214 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..caf3b8dda5cd59d5a06ec21f7c583138b37a6437 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Informational, measure_col=Informational_Duration.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Informational", + "measure_col": "Informational_Duration", + "predicate_col": "SpecialDay", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8565ef7e5a5b289e02dacc18a7aed5a41a12977e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-eacf-7963-93e0-5cc286b22e28"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Informational\\\", SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"SpecialDay\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Informational\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Applied the required template with group_col=\\\"Informational\\\", measure_col=\\\"Informational_Duration\\\", and predicate_col=\\\"SpecialDay\\\". Cast numeric-text columns to REAL for SQLite-safe aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22954,"cached_input_tokens":22400,"output_tokens":214}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f73d42aacad05956611943d2d78d3065ac54644 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Informational\", SUM(CAST(\"Informational_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"SpecialDay\" AS REAL) >= 0.0\nGROUP BY \"Informational\"\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Applied the required template with group_col=\"Informational\", measure_col=\"Informational_Duration\", and predicate_col=\"SpecialDay\". Cast numeric-text columns to REAL for SQLite-safe aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd9288e24971ba1fce259d903913d32bbbcfff6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:24.888615Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:27.231125Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:36.028279Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbacd361f0f722f8e6232c0645aa6900ff45aaff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Informational, measure_col=Informational_Duration. +Result preview: [{"Informational": "2", "total_measure": 101842.668810023}, {"Informational": "1", "total_measure": 74662.628904362}, {"Informational": "3", "total_measure": 72942.83524254}, {"Informational": "4", "total_measure": 56452.35745994}, {"Informational": "5", "total_measure": 38958.30250066}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aeca10596246fe18e0e03c107e0615a124b0a047 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_f656ee1397d71929 +-- problem_id: v2p_m6_b31e81a2c43ab543 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", SUM(CAST("Informational_Duration" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("SpecialDay" AS REAL) >= 0.0 +GROUP BY "Informational" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb9331b46cb2c58f879dfd4434527c6b5766bcc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Informational\", SUM(CAST(\"Informational_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"SpecialDay\" AS REAL) >= 0.0\nGROUP BY \"Informational\"\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Informational\\\", SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"SpecialDay\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Informational\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"Informational\", \"total_measure\"], \"rows\": [{\"Informational\": \"2\", \"total_measure\": 101842.668810023}, {\"Informational\": \"1\", \"total_measure\": 74662.628904362}, {\"Informational\": \"3\", \"total_measure\": 72942.83524254}, {\"Informational\": \"4\", \"total_measure\": 56452.35745994}, {\"Informational\": \"5\", \"total_measure\": 38958.30250066}, {\"Informational\": \"6\", \"total_measure\": 32941.05773727}, {\"Informational\": \"7\", \"total_measure\": 13880.87214323}, {\"Informational\": \"9\", \"total_measure\": 10579.4055558}, {\"Informational\": \"8\", \"total_measure\": 7054.4464284}, {\"Informational\": \"10\", \"total_measure\": 4217.9666667}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..32eba1cb2ca6e8d4413dad467ac1788b7fb3795b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:21:24.679106+00:00", + "ended_at": "2026-05-04T08:21:36.831076+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_f656ee1397d71929", + "problem_id": "v2p_m6_b31e81a2c43ab543", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Informational, measure_col=Informational_Duration.", + "bindings": { + "group_col": "Informational", + "measure_col": "Informational_Duration", + "predicate_col": "SpecialDay", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=45" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_f656ee1397d71929.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f656ee1397d71929", + "api_calls": 0, + "input_tokens": 22954, + "cached_input_tokens": 22400, + "output_tokens": 214, + "total_tokens": 23168, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2865, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12114.02, + "sql_execution_elapsed_ms_total": 8.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_f656ee1397d71929\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..567e04ca9e771b42d5cf097f1d811d112c7d3f7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:36.814831+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12114.02, "started_at": "2026-05-04T08:21:24.682496+00:00", "ended_at": "2026-05-04T08:21:36.796576+00:00", "prompt_metrics": {"chars": 10717, "bytes_utf8": 10717, "lines": 316, "estimated_tokens": 2865}, "response_metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22954, "cached_input_tokens": 22400, "output_tokens": 214}, "stderr_preview": "2026-05-04T08:21:24.888615Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:27.231125Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"Informational\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Applied the required template with group_col=\\\"Informational\\\", measure_col=\\\"Informational_Duration\\\", and predicate_col=\\\"SpecialDay\\\". Cast numeric-text columns to REAL for SQLite-safe aggregation and filtering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9e9456c74debaa3c090c1a8694c8ee036c27c25b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f656ee1397d71929/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f656ee1397d71929", + "api_calls": 0, + "input_tokens": 22954, + "cached_input_tokens": 22400, + "output_tokens": 214, + "total_tokens": 23168, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2865, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12114.02, + "sql_execution_elapsed_ms_total": 8.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_f656ee1397d71929\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9bd4147a029fac8b63ad91a5d6b039232cd8cd3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10731, "bytes_utf8": 10731, "lines": 315, "estimated_tokens": 2881}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 539, "bytes_utf8": 539, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22972, "cached_input_tokens": 21888, "output_tokens": 147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eef2448db6a097cf63d3ad74a2070c6e5b248f4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f6b9cefbf353d2d9", + "api_calls": 0, + "input_tokens": 22972, + "cached_input_tokens": 21888, + "output_tokens": 147, + "total_tokens": 23119, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2881, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3012, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12430.22, + "sql_execution_elapsed_ms_total": 13.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_f6b9cefbf353d2d9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..278d4a170d4639e105c3f251239d89b8a313854e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:32:30.962765+00:00", + "ended_at": "2026-05-04T08:32:43.393388+00:00", + "elapsed_ms": 12430.22, + "prompt_metrics": { + "chars": 10731, + "bytes_utf8": 10731, + "lines": 315, + "estimated_tokens": 2881 + }, + "stdout_metrics": { + "chars": 884, + "bytes_utf8": 884, + "lines": 4, + "estimated_tokens": 246 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13240 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 539, + "bytes_utf8": 539, + "lines": 1, + "estimated_tokens": 131 + }, + "usage": { + "input_tokens": 22972, + "cached_input_tokens": 21888, + "output_tokens": 147 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60aa70aec8c41ec9094083e55e0fa62935be5ba0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=Informational, group_col_2=Weekend, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "Informational", + "group_col_2": "Weekend", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..25c307772d80b47839d7bd2055ff75144ce0c72c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-1579-7681-85db-8bb1889978fb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"Informational\\\", \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\", \\\"Weekend\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"Informational\\\", group_col_2=\\\"Weekend\\\", and target_col=\\\"VisitorType\\\" targeting 'Returning_Visitor'. Kept identifiers double-quoted and generated SQLite-compatible SELECT only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22972,"cached_input_tokens":21888,"output_tokens":147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..234c06f5d1e42b8158e09ac590e2860862034607 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"Informational\", \"Weekend\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"Informational\", \"Weekend\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"Informational\", group_col_2=\"Weekend\", and target_col=\"VisitorType\" targeting 'Returning_Visitor'. Kept identifiers double-quoted and generated SQLite-compatible SELECT only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4687cf2f04c23a0e20adb7f3658dfa7433c7c2f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:31.154739Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:33.881183Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:42.469914Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fdaea16e49fb0e9deadb3021d7787eb1f012179 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=Informational, group_col_2=Weekend, target_col=VisitorType. +Result preview: [{"Informational": "11", "Weekend": "FALSE", "target_rate": 1.0}, {"Informational": "12", "Weekend": "FALSE", "target_rate": 1.0}, {"Informational": "12", "Weekend": "TRUE", "target_rate": 1.0}, {"Informational": "13", "Weekend": "FALSE", "target_rate": 1.0}, {"Informational": "14", "Weekend": "FALSE", "target_rate": 1.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a306d2ed1d7553ffc5677300cfa0043b36fe3d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_f6b9cefbf353d2d9 +-- problem_id: v2p_m6_fcf5973f1b269fbf +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", "Weekend", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "Informational", "Weekend" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21e839412816b0dbeefb0932476c8de0cab37323 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"Informational\", \"Weekend\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"Informational\", \"Weekend\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"Informational\\\", \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\", \\\"Weekend\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"Informational\", \"Weekend\", \"target_rate\"], \"rows\": [{\"Informational\": \"11\", \"Weekend\": \"FALSE\", \"target_rate\": 1.0}, {\"Informational\": \"12\", \"Weekend\": \"FALSE\", \"target_rate\": 1.0}, {\"Informational\": \"12\", \"Weekend\": \"TRUE\", \"target_rate\": 1.0}, {\"Informational\": \"13\", \"Weekend\": \"FALSE\", \"target_rate\": 1.0}, {\"Informational\": \"14\", \"Weekend\": \"FALSE\", \"target_rate\": 1.0}, {\"Informational\": \"14\", \"Weekend\": \"TRUE\", \"target_rate\": 1.0}, {\"Informational\": \"16\", \"Weekend\": \"FALSE\", \"target_rate\": 1.0}, {\"Informational\": \"24\", \"Weekend\": \"TRUE\", \"target_rate\": 1.0}, {\"Informational\": \"7\", \"Weekend\": \"TRUE\", \"target_rate\": 1.0}, {\"Informational\": \"8\", \"Weekend\": \"FALSE\", \"target_rate\": 1.0}, {\"Informational\": \"8\", \"Weekend\": \"TRUE\", \"target_rate\": 1.0}, {\"Informational\": \"9\", \"Weekend\": \"TRUE\", \"target_rate\": 1.0}, {\"Informational\": \"7\", \"Weekend\": \"FALSE\", \"target_rate\": 0.9629629629629629}, {\"Informational\": \"5\", \"Weekend\": \"TRUE\", \"target_rate\": 0.9444444444444444}, {\"Informational\": \"6\", \"Weekend\": \"FALSE\", \"target_rate\": 0.9423076923076923}, {\"Informational\": \"5\", \"Weekend\": \"FALSE\", \"target_rate\": 0.9382716049382716}, {\"Informational\": \"3\", \"Weekend\": \"FALSE\", \"target_rate\": 0.9372822299651568}, {\"Informational\": \"4\", \"Weekend\": \"TRUE\", \"target_rate\": 0.9107142857142857}, {\"Informational\": \"9\", \"Weekend\": \"FALSE\", \"target_rate\": 0.9}, {\"Informational\": \"3\", \"Weekend\": \"TRUE\", \"target_rate\": 0.8924731182795699}, {\"Informational\": \"1\", \"Weekend\": \"FALSE\", \"target_rate\": 0.8894668400520156}, {\"Informational\": \"6\", \"Weekend\": \"TRUE\", \"target_rate\": 0.8846153846153846}, {\"Informational\": \"2\", \"Weekend\": \"FALSE\", \"target_rate\": 0.8791423001949318}, {\"Informational\": \"4\", \"Weekend\": \"FALSE\", \"target_rate\": 0.8734939759036144}, {\"Informational\": \"1\", \"Weekend\": \"TRUE\", \"target_rate\": 0.8713235294117647}, {\"Informational\": \"2\", \"Weekend\": \"TRUE\", \"target_rate\": 0.8697674418604651}, {\"Informational\": \"10\", \"Weekend\": \"FALSE\", \"target_rate\": 0.8571428571428571}, {\"Informational\": \"0\", \"Weekend\": \"FALSE\", \"target_rate\": 0.8545647558386412}, {\"Informational\": \"0\", \"Weekend\": \"TRUE\", \"target_rate\": 0.8132223763291725}], \"row_count_returned\": 29, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.32}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..45feb274b903c63d65b838a6db3e4f547b627a22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:32:30.959108+00:00", + "ended_at": "2026-05-04T08:32:43.432679+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_f6b9cefbf353d2d9", + "problem_id": "v2p_m6_fcf5973f1b269fbf", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=Informational, group_col_2=Weekend, target_col=VisitorType.", + "bindings": { + "group_col": "Informational", + "group_col_2": "Weekend", + "target_col": "VisitorType", + "target_value": "Returning_Visitor", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_f6b9cefbf353d2d9.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f6b9cefbf353d2d9", + "api_calls": 0, + "input_tokens": 22972, + "cached_input_tokens": 21888, + "output_tokens": 147, + "total_tokens": 23119, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2881, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3012, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12430.22, + "sql_execution_elapsed_ms_total": 13.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_f6b9cefbf353d2d9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7778e4cb8a7a2a7a02591393068e8b6cef98f911 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f6b9cefbf353d2d9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:43.410459+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12430.22, "started_at": "2026-05-04T08:32:30.962765+00:00", "ended_at": "2026-05-04T08:32:43.393388+00:00", "prompt_metrics": {"chars": 10731, "bytes_utf8": 10731, "lines": 315, "estimated_tokens": 2881}, "response_metrics": {"chars": 539, "bytes_utf8": 539, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22972, "cached_input_tokens": 21888, "output_tokens": 147}, "stderr_preview": "2026-05-04T08:32:31.154739Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:33.881183Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89c0d8d45da7e61d724f91e816d9c987dc67c9b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_f757ee1ce697ba69\n-- problem_id: v2p_m6_3a9953afb19caeaa\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Administrative\",\n COUNT(*) AS support,\n AVG(\"Administrative_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Administrative\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_f757ee1ce697ba69\\n-- problem_id: v2p_m6_3a9953afb19caeaa\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Administrative\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Administrative\", \"support\", \"avg_response\"], \"rows\": [{\"Administrative\": \"0\", \"support\": 5768, \"avg_response\": 0.0}, {\"Administrative\": \"1\", \"support\": 1354, \"avg_response\": 42.49809741591211}, {\"Administrative\": \"2\", \"support\": 1114, \"avg_response\": 86.22191763699911}, {\"Administrative\": \"3\", \"support\": 915, \"avg_response\": 116.70512746128962}, {\"Administrative\": \"4\", \"support\": 765, \"avg_response\": 147.91972705133333}, {\"Administrative\": \"5\", \"support\": 575, \"avg_response\": 180.17365588130434}, {\"Administrative\": \"6\", \"support\": 432, \"avg_response\": 203.3458328331713}, {\"Administrative\": \"7\", \"support\": 338, \"avg_response\": 202.86940573079883}, {\"Administrative\": \"8\", \"support\": 287, \"avg_response\": 259.51768902}, {\"Administrative\": \"9\", \"support\": 225, \"avg_response\": 270.41716439982224}, {\"Administrative\": \"10\", \"support\": 153, \"avg_response\": 357.78088841509805}, {\"Administrative\": \"11\", \"support\": 105, \"avg_response\": 388.35238616028573}, {\"Administrative\": \"12\", \"support\": 86, \"avg_response\": 363.10009725720926}, {\"Administrative\": \"13\", \"support\": 56, \"avg_response\": 379.08978231071427}, {\"Administrative\": \"14\", \"support\": 44, \"avg_response\": 487.85239906795454}, {\"Administrative\": \"15\", \"support\": 38, \"avg_response\": 503.58923395}, {\"Administrative\": \"16\", \"support\": 24, \"avg_response\": 373.6630943083333}, {\"Administrative\": \"17\", \"support\": 16, \"avg_response\": 593.205154185}, {\"Administrative\": \"18\", \"support\": 12, \"avg_response\": 446.1742536583333}, {\"Administrative\": \"19\", \"support\": 6, \"avg_response\": 553.43700235}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.45}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..44b5f90d973c0ea193732e6d3e9c70ee6dc5a7d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.141981+00:00", + "ended_at": "2026-05-04T09:03:22.154109+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_f757ee1ce697ba69", + "problem_id": "v2p_m6_3a9953afb19caeaa", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative_Duration, key_col=Administrative.", + "bindings": { + "key_col": "Administrative", + "measure_col": "Administrative_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_f757ee1ce697ba69.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f84841405bbd5f18/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f84841405bbd5f18/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9855adfc097163280285d934805aa49096a8368d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f84841405bbd5f18/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"ProductRelated": "1", "support": 622, "avg_response": 0.04983922829581994}, {"ProductRelated": "2", "support": 465, "avg_response": 0.06451612903225806}, {"ProductRelated": "3", "support": 458, "avg_response": 0.05021834061135371}, {"ProductRelated": "4", "support": 404, "avg_response": 0.15841584158415842}, {"ProductRelated": "6", "support": 396, "avg_response": 0.17424242424242425}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f84841405bbd5f18/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f84841405bbd5f18/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7a859d3c4ed275753c35f41fd1722578ae2a0de3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f84841405bbd5f18/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_f84841405bbd5f18 +-- problem_id: v2p_m6_3483c70e740f28be +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "ProductRelated" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f84841405bbd5f18/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f84841405bbd5f18/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fef28165e4a5a9b24b9b06cefe3ed2b95d1fc88d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f84841405bbd5f18/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_f84841405bbd5f18\n-- problem_id: v2p_m6_3483c70e740f28be\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ProductRelated\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ProductRelated\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_f84841405bbd5f18\\n-- problem_id: v2p_m6_3483c70e740f28be\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ProductRelated\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ProductRelated\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ProductRelated\", \"support\", \"avg_response\"], \"rows\": [{\"ProductRelated\": \"1\", \"support\": 622, \"avg_response\": 0.04983922829581994}, {\"ProductRelated\": \"2\", \"support\": 465, \"avg_response\": 0.06451612903225806}, {\"ProductRelated\": \"3\", \"support\": 458, \"avg_response\": 0.05021834061135371}, {\"ProductRelated\": \"4\", \"support\": 404, \"avg_response\": 0.15841584158415842}, {\"ProductRelated\": \"6\", \"support\": 396, \"avg_response\": 0.17424242424242425}, {\"ProductRelated\": \"7\", \"support\": 391, \"avg_response\": 0.13554987212276215}, {\"ProductRelated\": \"5\", \"support\": 382, \"avg_response\": 0.16753926701570682}, {\"ProductRelated\": \"8\", \"support\": 370, \"avg_response\": 0.1783783783783784}, {\"ProductRelated\": \"10\", \"support\": 330, \"avg_response\": 0.2515151515151515}, {\"ProductRelated\": \"9\", \"support\": 317, \"avg_response\": 0.20504731861198738}, {\"ProductRelated\": \"12\", \"support\": 313, \"avg_response\": 0.22044728434504793}, {\"ProductRelated\": \"11\", \"support\": 308, \"avg_response\": 0.2792207792207792}, {\"ProductRelated\": \"13\", \"support\": 289, \"avg_response\": 0.23183391003460208}, {\"ProductRelated\": \"15\", \"support\": 270, \"avg_response\": 0.37037037037037035}, {\"ProductRelated\": \"16\", \"support\": 260, \"avg_response\": 0.3192307692307692}, {\"ProductRelated\": \"14\", \"support\": 251, \"avg_response\": 0.3426294820717131}, {\"ProductRelated\": \"17\", \"support\": 226, \"avg_response\": 0.3185840707964602}, {\"ProductRelated\": \"20\", \"support\": 225, \"avg_response\": 0.29777777777777775}, {\"ProductRelated\": \"19\", \"support\": 218, \"avg_response\": 0.3073394495412844}, {\"ProductRelated\": \"22\", \"support\": 213, \"avg_response\": 0.4507042253521127}, {\"ProductRelated\": \"18\", \"support\": 200, \"avg_response\": 0.37}, {\"ProductRelated\": \"21\", \"support\": 199, \"avg_response\": 0.38190954773869346}, {\"ProductRelated\": \"24\", \"support\": 192, \"avg_response\": 0.4479166666666667}, {\"ProductRelated\": \"23\", \"support\": 180, \"avg_response\": 0.5666666666666667}, {\"ProductRelated\": \"27\", \"support\": 177, \"avg_response\": 0.5028248587570622}, {\"ProductRelated\": \"26\", \"support\": 155, \"avg_response\": 0.6258064516129033}, {\"ProductRelated\": \"25\", \"support\": 154, \"avg_response\": 0.5324675324675324}, {\"ProductRelated\": \"28\", \"support\": 144, \"avg_response\": 0.4791666666666667}, {\"ProductRelated\": \"30\", \"support\": 142, \"avg_response\": 0.5070422535211268}, {\"ProductRelated\": \"29\", \"support\": 135, \"avg_response\": 0.45925925925925926}, {\"ProductRelated\": \"31\", \"support\": 128, \"avg_response\": 0.6875}, {\"ProductRelated\": \"33\", \"support\": 121, \"avg_response\": 0.7355371900826446}, {\"ProductRelated\": \"32\", \"support\": 119, \"avg_response\": 0.47058823529411764}, {\"ProductRelated\": \"37\", \"support\": 118, \"avg_response\": 0.5423728813559322}, {\"ProductRelated\": \"36\", \"support\": 110, \"avg_response\": 0.6454545454545455}, {\"ProductRelated\": \"39\", \"support\": 109, \"avg_response\": 0.6146788990825688}, {\"ProductRelated\": \"34\", \"support\": 103, \"avg_response\": 0.6601941747572816}, {\"ProductRelated\": \"35\", \"support\": 101, \"avg_response\": 0.6831683168316832}, {\"ProductRelated\": \"38\", \"support\": 89, \"avg_response\": 0.48314606741573035}, {\"ProductRelated\": \"41\", \"support\": 85, \"avg_response\": 0.7411764705882353}, {\"ProductRelated\": \"42\", \"support\": 77, \"avg_response\": 0.9090909090909091}, {\"ProductRelated\": \"43\", \"support\": 73, \"avg_response\": 0.589041095890411}, {\"ProductRelated\": \"45\", \"support\": 71, \"avg_response\": 1.1549295774647887}, {\"ProductRelated\": \"40\", \"support\": 71, \"avg_response\": 0.6056338028169014}, {\"ProductRelated\": \"44\", \"support\": 69, \"avg_response\": 0.5217391304347826}, {\"ProductRelated\": \"46\", \"support\": 68, \"avg_response\": 0.8235294117647058}, {\"ProductRelated\": \"50\", \"support\": 64, \"avg_response\": 0.734375}, {\"ProductRelated\": \"48\", \"support\": 62, \"avg_response\": 0.45161290322580644}, {\"ProductRelated\": \"49\", \"support\": 60, \"avg_response\": 0.6833333333333333}, {\"ProductRelated\": \"53\", \"support\": 60, \"avg_response\": 0.5833333333333334}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f84841405bbd5f18/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f84841405bbd5f18/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..05c3ad8582444edd8d19b060456e87c8df670cc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f84841405bbd5f18/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.315186+00:00", + "ended_at": "2026-05-04T09:03:22.327105+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_f84841405bbd5f18", + "problem_id": "v2p_m6_3483c70e740f28be", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=ProductRelated.", + "bindings": { + "key_col": "ProductRelated", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_f84841405bbd5f18.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f84841405bbd5f18/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f84841405bbd5f18/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f84841405bbd5f18/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..acd59919551ed75d6185d159179edc79d36eaab7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 9699, "support_share": 0.78661800486618, "cumulative_support": 9699}, {"value_label": "1", "support": 1041, "support_share": 0.08442822384428224, "cumulative_support": 10740}, {"value_label": "2", "support": 728, "support_share": 0.059042984590429844, "cumulative_support": 11468}, {"value_label": "3", "support": 380, "support_share": 0.030819140308191405, "cumulative_support": 11848}, {"value_label": "4", "support": 222, "support_share": 0.01800486618004866, "cumulative_support": 12070}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..614c84870bdbc6e32410fecd6c0d415503d975cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_f8756f75d7cab5d8 +-- problem_id: v2p_m6_fe977419579edceb +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Informational" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Informational" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0686c71dff557cd4a7ca11c19dc8a75fd5c73043 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m6_f8756f75d7cab5d8\n-- problem_id: v2p_m6_fe977419579edceb\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Informational\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"Informational\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m6_f8756f75d7cab5d8\\n-- problem_id: v2p_m6_fe977419579edceb\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Informational\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"Informational\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 9699, \"support_share\": 0.78661800486618, \"cumulative_support\": 9699}, {\"value_label\": \"1\", \"support\": 1041, \"support_share\": 0.08442822384428224, \"cumulative_support\": 10740}, {\"value_label\": \"2\", \"support\": 728, \"support_share\": 0.059042984590429844, \"cumulative_support\": 11468}, {\"value_label\": \"3\", \"support\": 380, \"support_share\": 0.030819140308191405, \"cumulative_support\": 11848}, {\"value_label\": \"4\", \"support\": 222, \"support_share\": 0.01800486618004866, \"cumulative_support\": 12070}, {\"value_label\": \"5\", \"support\": 99, \"support_share\": 0.008029197080291971, \"cumulative_support\": 12169}, {\"value_label\": \"6\", \"support\": 78, \"support_share\": 0.006326034063260341, \"cumulative_support\": 12247}, {\"value_label\": \"7\", \"support\": 36, \"support_share\": 0.00291970802919708, \"cumulative_support\": 12283}, {\"value_label\": \"9\", \"support\": 15, \"support_share\": 0.0012165450121654502, \"cumulative_support\": 12298}, {\"value_label\": \"8\", \"support\": 14, \"support_share\": 0.0011354420113544202, \"cumulative_support\": 12312}, {\"value_label\": \"10\", \"support\": 7, \"support_share\": 0.0005677210056772101, \"cumulative_support\": 12319}, {\"value_label\": \"12\", \"support\": 5, \"support_share\": 0.00040551500405515005, \"cumulative_support\": 12324}, {\"value_label\": \"14\", \"support\": 2, \"support_share\": 0.00016220600162206002, \"cumulative_support\": 12326}, {\"value_label\": \"11\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"cumulative_support\": 12327}, {\"value_label\": \"13\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"cumulative_support\": 12328}, {\"value_label\": \"16\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"cumulative_support\": 12329}, {\"value_label\": \"24\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"cumulative_support\": 12330}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.7}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3552f57ce77448863d375dea76d07ad485144af9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:21.857948+00:00", + "ended_at": "2026-05-04T09:03:21.868102+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_f8756f75d7cab5d8", + "problem_id": "v2p_m6_fe977419579edceb", + "dataset_id": "m6", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Informational.", + "bindings": { + "group_col": "Informational" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_f8756f75d7cab5d8.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2895009821b7ccc8f604bc0c8b8816aea5529343 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10819, "bytes_utf8": 10819, "lines": 314, "estimated_tokens": 2895}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 621, "bytes_utf8": 621, "lines": 1, "estimated_tokens": 155}, "usage": {"input_tokens": 22986, "cached_input_tokens": 21888, "output_tokens": 224}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7e5d1c66545f1f0e04bdbae7ec25f60666701c33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f87e9d02717a0c54", + "api_calls": 0, + "input_tokens": 22986, + "cached_input_tokens": 21888, + "output_tokens": 224, + "total_tokens": 23210, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2895, + "estimated_output_tokens": 155, + "estimated_total_tokens": 3050, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12530.89, + "sql_execution_elapsed_ms_total": 27.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_f87e9d02717a0c54\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca1c4602294c9dc8bf6ea340abd235c8f1e3129f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:42:51.873996+00:00", + "ended_at": "2026-05-04T08:43:04.405178+00:00", + "elapsed_ms": 12530.89, + "prompt_metrics": { + "chars": 10819, + "bytes_utf8": 10819, + "lines": 314, + "estimated_tokens": 2895 + }, + "stdout_metrics": { + "chars": 971, + "bytes_utf8": 971, + "lines": 4, + "estimated_tokens": 278 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13233 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 621, + "bytes_utf8": 621, + "lines": 1, + "estimated_tokens": 155 + }, + "usage": { + "input_tokens": 22986, + "cached_input_tokens": 21888, + "output_tokens": 224 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bf73788ed5419093104fede0307f3cb62093532 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Region, measure_col=OperatingSystems.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Region", + "measure_col": "OperatingSystems", + "item_col": "BounceRates", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a791f074e44b84da03f9a052afd88317afd973dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df227-8f31-79a3-95be-f65687f91e6a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Region\\\", \\\"BounceRates\\\",\\n SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"OperatingSystems\\\" AS REAL))) OVER (PARTITION BY \\\"Region\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\", \\\"BounceRates\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"Region\\\", item_col=\\\"BounceRates\\\", and measure_col=\\\"OperatingSystems\\\". CAST to REAL is used because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22986,"cached_input_tokens":21888,"output_tokens":224}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca0dfb93f3522549b7141a42652b3e28faac1a80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Region\", \"BounceRates\",\n SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure,\n SUM(CAST(\"OperatingSystems\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"OperatingSystems\" AS REAL))) OVER (PARTITION BY \"Region\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Region\", \"BounceRates\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"Region\", item_col=\"BounceRates\", and measure_col=\"OperatingSystems\". CAST to REAL is used because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94777f9582efae322eca7e6033bff85ae1f9e1cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:42:52.155980Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:42:54.758206Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:43:03.583704Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..24e91941697233fdbbdc36076504cb26dbdc129e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Region, measure_col=OperatingSystems. +Result preview: [{"Region": "9", "BounceRates": "0", "total_measure": 884.0, "share_within_group": 62.38532110091743}, {"Region": "7", "BounceRates": "0", "total_measure": 752.0, "share_within_group": 47.74603174603175}, {"Region": "5", "BounceRates": "0", "total_measure": 320.0, "share_within_group": 47.47774480712166}, {"Region": "8", "BounceRates": "0", "total_measure": 413.0, "share_within_group": 45.08733624454148}, {"Region": "4", "BounceRates": "0", "total_measure": 1116.0, "share_within_group": 44.515357000398886}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c8b60c97deedbdbf82810e591dd903c5288e802 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_f87e9d02717a0c54 +-- problem_id: v2p_m6_6c6af852e414db0a +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", "BounceRates", + SUM(CAST("OperatingSystems" AS REAL)) AS total_measure, + SUM(CAST("OperatingSystems" AS REAL)) * 100.0 / SUM(SUM(CAST("OperatingSystems" AS REAL))) OVER (PARTITION BY "Region") AS share_within_group +FROM "m6" +GROUP BY "Region", "BounceRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28203f721f2ec75d4e75118c6fe373ef72a206f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Region\", \"BounceRates\",\n SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure,\n SUM(CAST(\"OperatingSystems\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"OperatingSystems\" AS REAL))) OVER (PARTITION BY \"Region\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Region\", \"BounceRates\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Region\\\", \\\"BounceRates\\\",\\n SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"OperatingSystems\\\" AS REAL))) OVER (PARTITION BY \\\"Region\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\", \\\"BounceRates\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Region\", \"BounceRates\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Region\": \"9\", \"BounceRates\": \"0\", \"total_measure\": 884.0, \"share_within_group\": 62.38532110091743}, {\"Region\": \"7\", \"BounceRates\": \"0\", \"total_measure\": 752.0, \"share_within_group\": 47.74603174603175}, {\"Region\": \"5\", \"BounceRates\": \"0\", \"total_measure\": 320.0, \"share_within_group\": 47.47774480712166}, {\"Region\": \"8\", \"BounceRates\": \"0\", \"total_measure\": 413.0, \"share_within_group\": 45.08733624454148}, {\"Region\": \"4\", \"BounceRates\": \"0\", \"total_measure\": 1116.0, \"share_within_group\": 44.515357000398886}, {\"Region\": \"2\", \"BounceRates\": \"0\", \"total_measure\": 1046.0, \"share_within_group\": 44.09780775716695}, {\"Region\": \"1\", \"BounceRates\": \"0\", \"total_measure\": 4370.0, \"share_within_group\": 43.717486994797916}, {\"Region\": \"3\", \"BounceRates\": \"0\", \"total_measure\": 2121.0, \"share_within_group\": 42.0332936979786}, {\"Region\": \"6\", \"BounceRates\": \"0\", \"total_measure\": 681.0, \"share_within_group\": 40.3914590747331}, {\"Region\": \"9\", \"BounceRates\": \"0.2\", \"total_measure\": 139.0, \"share_within_group\": 9.809456598447424}, {\"Region\": \"2\", \"BounceRates\": \"0.2\", \"total_measure\": 141.0, \"share_within_group\": 5.944350758853289}, {\"Region\": \"3\", \"BounceRates\": \"0.2\", \"total_measure\": 296.0, \"share_within_group\": 5.866032500990884}, {\"Region\": \"6\", \"BounceRates\": \"0.2\", \"total_measure\": 98.0, \"share_within_group\": 5.812574139976276}, {\"Region\": \"7\", \"BounceRates\": \"0.2\", \"total_measure\": 87.0, \"share_within_group\": 5.523809523809524}, {\"Region\": \"1\", \"BounceRates\": \"0.2\", \"total_measure\": 547.0, \"share_within_group\": 5.47218887555022}, {\"Region\": \"4\", \"BounceRates\": \"0.2\", \"total_measure\": 137.0, \"share_within_group\": 5.464698843238931}, {\"Region\": \"5\", \"BounceRates\": \"0.2\", \"total_measure\": 36.0, \"share_within_group\": 5.341246290801187}, {\"Region\": \"8\", \"BounceRates\": \"0.2\", \"total_measure\": 32.0, \"share_within_group\": 3.493449781659389}, {\"Region\": \"5\", \"BounceRates\": \"0.05\", \"total_measure\": 17.0, \"share_within_group\": 2.522255192878338}, {\"Region\": \"6\", \"BounceRates\": \"0.025\", \"total_measure\": 30.0, \"share_within_group\": 1.7793594306049823}, {\"Region\": \"5\", \"BounceRates\": \"0.016666667\", \"total_measure\": 11.0, \"share_within_group\": 1.632047477744807}, {\"Region\": \"6\", \"BounceRates\": \"0.04\", \"total_measure\": 25.0, \"share_within_group\": 1.482799525504152}, {\"Region\": \"6\", \"BounceRates\": \"0.05\", \"total_measure\": 24.0, \"share_within_group\": 1.4234875444839858}, {\"Region\": \"8\", \"BounceRates\": \"0.025\", \"total_measure\": 13.0, \"share_within_group\": 1.4192139737991267}, {\"Region\": \"3\", \"BounceRates\": \"0.066666667\", \"total_measure\": 71.0, \"share_within_group\": 1.4070550931430836}, {\"Region\": \"4\", \"BounceRates\": \"0.028571429\", \"total_measure\": 35.0, \"share_within_group\": 1.3960909453530115}, {\"Region\": \"6\", \"BounceRates\": \"0.028571429\", \"total_measure\": 23.0, \"share_within_group\": 1.3641755634638197}, {\"Region\": \"4\", \"BounceRates\": \"0.066666667\", \"total_measure\": 34.0, \"share_within_group\": 1.3562026326286398}, {\"Region\": \"5\", \"BounceRates\": \"0.066666667\", \"total_measure\": 9.0, \"share_within_group\": 1.3353115727002967}, {\"Region\": \"8\", \"BounceRates\": \"0.018181818\", \"total_measure\": 12.0, \"share_within_group\": 1.3100436681222707}, {\"Region\": \"8\", \"BounceRates\": \"0.022222222\", \"total_measure\": 12.0, \"share_within_group\": 1.3100436681222707}, {\"Region\": \"8\", \"BounceRates\": \"0.028571429\", \"total_measure\": 12.0, \"share_within_group\": 1.3100436681222707}, {\"Region\": \"1\", \"BounceRates\": \"0.066666667\", \"total_measure\": 121.0, \"share_within_group\": 1.210484193677471}, {\"Region\": \"7\", \"BounceRates\": \"0.02\", \"total_measure\": 19.0, \"share_within_group\": 1.2063492063492063}, {\"Region\": \"8\", \"BounceRates\": \"0.066666667\", \"total_measure\": 11.0, \"share_within_group\": 1.2008733624454149}, {\"Region\": \"4\", \"BounceRates\": \"0.022222222\", \"total_measure\": 30.0, \"share_within_group\": 1.1966493817311528}, {\"Region\": \"3\", \"BounceRates\": \"0.033333333\", \"total_measure\": 60.0, \"share_within_group\": 1.1890606420927468}, {\"Region\": \"5\", \"BounceRates\": \"0.007692308\", \"total_measure\": 8.0, \"share_within_group\": 1.1869436201780414}, {\"Region\": \"5\", \"BounceRates\": \"0.0125\", \"total_measure\": 8.0, \"share_within_group\": 1.1869436201780414}, {\"Region\": \"5\", \"BounceRates\": \"0.025\", \"total_measure\": 8.0, \"share_within_group\": 1.1869436201780414}, {\"Region\": \"7\", \"BounceRates\": \"0.016666667\", \"total_measure\": 18.0, \"share_within_group\": 1.1428571428571428}, {\"Region\": \"4\", \"BounceRates\": \"0.05\", \"total_measure\": 28.0, \"share_within_group\": 1.1168727562824092}, {\"Region\": \"1\", \"BounceRates\": \"0.1\", \"total_measure\": 111.0, \"share_within_group\": 1.1104441776710685}, {\"Region\": \"2\", \"BounceRates\": \"0.05\", \"total_measure\": 26.0, \"share_within_group\": 1.0961214165261384}, {\"Region\": \"2\", \"BounceRates\": \"0.066666667\", \"total_measure\": 26.0, \"share_within_group\": 1.0961214165261384}, {\"Region\": \"8\", \"BounceRates\": \"0.015384615\", \"total_measure\": 10.0, \"share_within_group\": 1.091703056768559}, {\"Region\": \"8\", \"BounceRates\": \"0.016666667\", \"total_measure\": 10.0, \"share_within_group\": 1.091703056768559}, {\"Region\": \"3\", \"BounceRates\": \"0.025\", \"total_measure\": 55.0, \"share_within_group\": 1.0899722552516844}, {\"Region\": \"6\", \"BounceRates\": \"0.016666667\", \"total_measure\": 18.0, \"share_within_group\": 1.0676156583629892}, {\"Region\": \"5\", \"BounceRates\": \"0.004545455\", \"total_measure\": 7.0, \"share_within_group\": 1.0385756676557865}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 27.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ba3b4663d384a4363ab630e16b9d1297aaee2b3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:42:51.868297+00:00", + "ended_at": "2026-05-04T08:43:04.461279+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_f87e9d02717a0c54", + "problem_id": "v2p_m6_6c6af852e414db0a", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Region, measure_col=OperatingSystems.", + "bindings": { + "group_col": "Region", + "measure_col": "OperatingSystems", + "item_col": "BounceRates", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=11", + "sql_variant_index=2/2", + "binding_index=94" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 11, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_f87e9d02717a0c54.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f87e9d02717a0c54", + "api_calls": 0, + "input_tokens": 22986, + "cached_input_tokens": 21888, + "output_tokens": 224, + "total_tokens": 23210, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2895, + "estimated_output_tokens": 155, + "estimated_total_tokens": 3050, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12530.89, + "sql_execution_elapsed_ms_total": 27.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_f87e9d02717a0c54\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f405aada010e874ab246985eddeba60dd5681de4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_f87e9d02717a0c54/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:43:04.425395+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12530.89, "started_at": "2026-05-04T08:42:51.873996+00:00", "ended_at": "2026-05-04T08:43:04.405178+00:00", "prompt_metrics": {"chars": 10819, "bytes_utf8": 10819, "lines": 314, "estimated_tokens": 2895}, "response_metrics": {"chars": 621, "bytes_utf8": 621, "lines": 1, "estimated_tokens": 155}, "usage": {"input_tokens": 22986, "cached_input_tokens": 21888, "output_tokens": 224}, "stderr_preview": "2026-05-04T08:42:52.155980Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:42:54.758206Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=Weekend, target_col=VisitorType.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Weekend", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..14c27ec8a6d6c3e99cda695d273d5fa7175909ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df221-3732-7232-8a7e-0e6c540d23ee"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Weekend\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the required Two-Axis Target Rate Surface template with group_col=\\\"SpecialDay\\\", group_col_2=\\\"Weekend\\\", and target_col=\\\"VisitorType\\\", treating 'Other' as the target value exactly as bound.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22970,"cached_input_tokens":19840,"output_tokens":187}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..871b92def7677c272479a2addc963437eb3ef9e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Weekend\",\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Weekend\"\nORDER BY \"target_rate\" DESC;","notes":"Used the required Two-Axis Target Rate Surface template with group_col=\"SpecialDay\", group_col_2=\"Weekend\", and target_col=\"VisitorType\", treating 'Other' as the target value exactly as bound."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0a9f5e9a7d95303171e2a3676f1e19a07bd755a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:56.394045Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:58.876475Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:36:07.964224Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4dc0f180464fea708c93f27a2dfe0c4b2152648 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=Weekend, target_col=VisitorType. +Result preview: [{"SpecialDay": "0", "Weekend": "FALSE", "target_rate": 0.009317883168080278}, {"SpecialDay": "0", "Weekend": "TRUE", "target_rate": 0.00258493353028065}, {"SpecialDay": "0.2", "Weekend": "FALSE", "target_rate": 0.0}, {"SpecialDay": "0.4", "Weekend": "FALSE", "target_rate": 0.0}, {"SpecialDay": "0.6", "Weekend": "FALSE", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..11168b470db81874bfe5260228befa5d1fb9eb0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_fa727137a04eb879 +-- problem_id: v2p_m6_a8bf76e445630b8f +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Weekend", + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "SpecialDay", "Weekend" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57c5cb02c7743249934a06ee7b6674d93c7d17be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"SpecialDay\", \"Weekend\",\n AVG(CASE WHEN \"VisitorType\" = 'Other' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Weekend\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"SpecialDay\\\", \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Other' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Weekend\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"SpecialDay\", \"Weekend\", \"target_rate\"], \"rows\": [{\"SpecialDay\": \"0\", \"Weekend\": \"FALSE\", \"target_rate\": 0.009317883168080278}, {\"SpecialDay\": \"0\", \"Weekend\": \"TRUE\", \"target_rate\": 0.00258493353028065}, {\"SpecialDay\": \"0.2\", \"Weekend\": \"FALSE\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"Weekend\": \"FALSE\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.6\", \"Weekend\": \"FALSE\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Weekend\": \"FALSE\", \"target_rate\": 0.0}, {\"SpecialDay\": \"0.8\", \"Weekend\": \"TRUE\", \"target_rate\": 0.0}, {\"SpecialDay\": \"1\", \"Weekend\": \"TRUE\", \"target_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.53}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..416b40a6a2b8009f8fcf769adcd7d7dd46491fec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:35:56.217637+00:00", + "ended_at": "2026-05-04T08:36:08.873461+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_fa727137a04eb879", + "problem_id": "v2p_m6_a8bf76e445630b8f", + "dataset_id": "m6", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=SpecialDay, group_col_2=Weekend, target_col=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Weekend", + "target_col": "VisitorType", + "target_value": "Other", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=80" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_fa727137a04eb879.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_fa727137a04eb879", + "api_calls": 0, + "input_tokens": 22970, + "cached_input_tokens": 19840, + "output_tokens": 187, + "total_tokens": 23157, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2879, + "estimated_output_tokens": 122, + "estimated_total_tokens": 3001, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12612.34, + "sql_execution_elapsed_ms_total": 13.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_fa727137a04eb879\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1676c086ed5010f639a424f998dc04f51494b0fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fa727137a04eb879/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:36:08.852440+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12612.34, "started_at": "2026-05-04T08:35:56.221525+00:00", "ended_at": "2026-05-04T08:36:08.834078+00:00", "prompt_metrics": {"chars": 10713, "bytes_utf8": 10713, "lines": 315, "estimated_tokens": 2879}, "response_metrics": {"chars": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22970, "cached_input_tokens": 19840, "output_tokens": 187}, "stderr_preview": "2026-05-04T08:35:56.394045Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:58.876475Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Browser, measure_col=BounceRates, condition_col=Revenue.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Browser", + "measure_col": "BounceRates", + "condition_col": "Revenue", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d482e9875baf9e41cd03114fdc921d4217a04999 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22c-72a8-7233-b787-0e3d75a8c627"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n CAST(\\\"BounceRates\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" = 'FALSE'\\n AND \\\"BounceRates\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Browser\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Browser\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Browser\\\",\\n \\\"measure\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per Browser over CAST(\\\"BounceRates\\\" AS REAL) for rows where \\\"Revenue\\\" = 'FALSE'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22980,"cached_input_tokens":19840,"output_tokens":763}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09bc51a164711637505eddb014ea526ee2b8aa8f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Browser\",\n CAST(\"BounceRates\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Revenue\" = 'FALSE'\n AND \"BounceRates\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Browser\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Browser\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Browser\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Browser\",\n \"measure\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per Browser over CAST(\"BounceRates\" AS REAL) for rows where \"Revenue\" = 'FALSE'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5defa8945e96a1075ba288b52500ba57f3cd9f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:48:12.510008Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:48:14.911938Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:48:33.493786Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a303eff71be7637df5bff3b0917cde23bcf9e496 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Browser, measure_col=BounceRates, condition_col=Revenue. +Result preview: [{"Browser": "1", "conditional_percentile": 0.2}, {"Browser": "13", "conditional_percentile": 0.2}, {"Browser": "2", "conditional_percentile": 0.2}, {"Browser": "3", "conditional_percentile": 0.2}, {"Browser": "4", "conditional_percentile": 0.2}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f283a02c23f0f0c7948caf26a1e6f48fea17e790 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_fbecc80f8092203b +-- problem_id: v2p_m6_5c402562dd2a7dc6 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Browser", + CAST("BounceRates" AS REAL) AS "measure" + FROM "m6" + WHERE "Revenue" = 'FALSE' + AND "BounceRates" IS NOT NULL +), +"ranked" AS ( + SELECT + "Browser", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Browser" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Browser" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Browser", + "measure" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(((95 * "cnt") + 99) / 100 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f81fb369a3e85d940585a7971cb5a522b0ec1b7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Browser\",\n CAST(\"BounceRates\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Revenue\" = 'FALSE'\n AND \"BounceRates\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Browser\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Browser\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Browser\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Browser\",\n \"measure\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n CAST(\\\"BounceRates\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" = 'FALSE'\\n AND \\\"BounceRates\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Browser\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Browser\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Browser\\\",\\n \\\"measure\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Browser\", \"conditional_percentile\"], \"rows\": [{\"Browser\": \"1\", \"conditional_percentile\": 0.2}, {\"Browser\": \"13\", \"conditional_percentile\": 0.2}, {\"Browser\": \"2\", \"conditional_percentile\": 0.2}, {\"Browser\": \"3\", \"conditional_percentile\": 0.2}, {\"Browser\": \"4\", \"conditional_percentile\": 0.2}, {\"Browser\": \"5\", \"conditional_percentile\": 0.2}, {\"Browser\": \"6\", \"conditional_percentile\": 0.2}, {\"Browser\": \"7\", \"conditional_percentile\": 0.2}, {\"Browser\": \"8\", \"conditional_percentile\": 0.2}, {\"Browser\": \"10\", \"conditional_percentile\": 0.12}, {\"Browser\": \"12\", \"conditional_percentile\": 0.066666667}, {\"Browser\": \"11\", \"conditional_percentile\": 0.05}, {\"Browser\": \"9\", \"conditional_percentile\": 0.02}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2c7d13e1700df3513fe7d724fb3b03fe7cee22ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:48:12.317407+00:00", + "ended_at": "2026-05-04T08:48:34.667335+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_fbecc80f8092203b", + "problem_id": "v2p_m6_5c402562dd2a7dc6", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Browser, measure_col=BounceRates, condition_col=Revenue.", + "bindings": { + "group_col": "Browser", + "measure_col": "BounceRates", + "condition_col": "Revenue", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_fbecc80f8092203b.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_fbecc80f8092203b", + "api_calls": 0, + "input_tokens": 22980, + "cached_input_tokens": 19840, + "output_tokens": 763, + "total_tokens": 23743, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2889, + "estimated_output_tokens": 253, + "estimated_total_tokens": 3142, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22274.25, + "sql_execution_elapsed_ms_total": 38.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_fbecc80f8092203b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70c9b7365fe238517e92a04cce40e0e56f7cf12e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fbecc80f8092203b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:48:34.620581+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22274.25, "started_at": "2026-05-04T08:48:12.320962+00:00", "ended_at": "2026-05-04T08:48:34.595749+00:00", "prompt_metrics": {"chars": 10914, "bytes_utf8": 10914, "lines": 317, "estimated_tokens": 2889}, "response_metrics": {"chars": 877, "bytes_utf8": 877, "lines": 1, "estimated_tokens": 253}, "usage": {"input_tokens": 22980, "cached_input_tokens": 19840, "output_tokens": 763}, "stderr_preview": "2026-05-04T08:48:12.510008Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:48:14.911938Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=TrafficType, measure_col=ProductRelated_Duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "TrafficType", + "measure_col": "ProductRelated_Duration", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1059.697712, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d12ee0b09f24f3f1bc1852fa5e58ebd47105dd75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-8988-7a71-832e-8fa8c861eede"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n CAST(\\\"ProductRelated_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"TrafficType\\\"\\n ORDER BY CAST(\\\"ProductRelated_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"TrafficType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"TrafficType\\\" IS NOT NULL\\n AND \\\"ProductRelated_Duration\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"TrafficType\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped-percentile template with group_col=TrafficType and measure_col=ProductRelated_Duration. Since SQLite does not support PERCENTILE_CONT and the measure column is stored as TEXT, the query casts to REAL and approximates the 95th percentile per group by selecting the ordered value at rank ceil(0.95 * group_size).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22914,"cached_input_tokens":19840,"output_tokens":531}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1513236d5eafe7d8c6a1f6c05493d829a7a70bd3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"TrafficType\",\n CAST(\"ProductRelated_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"TrafficType\"\n ORDER BY CAST(\"ProductRelated_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"TrafficType\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"TrafficType\" IS NOT NULL\n AND \"ProductRelated_Duration\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"TrafficType\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"TrafficType\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned grouped-percentile template with group_col=TrafficType and measure_col=ProductRelated_Duration. Since SQLite does not support PERCENTILE_CONT and the measure column is stored as TEXT, the query casts to REAL and approximates the 95th percentile per group by selecting the ordered value at rank ceil(0.95 * group_size)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1a413ac82e36fe2197d77492aef3700b416ba91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:57.133902Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:59.509427Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:14.527093Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..491e555035e9b3b19f348b81e25bf928409de0e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=TrafficType, measure_col=ProductRelated_Duration. +Result preview: [{"TrafficType": "14", "percentile_measure": 43171.23338}, {"TrafficType": "19", "percentile_measure": 13259.29396}, {"TrafficType": "2", "percentile_measure": 5106.262991}, {"TrafficType": "13", "percentile_measure": 4875.106113}, {"TrafficType": "10", "percentile_measure": 4597.124242}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cdb99a7a2a082ec0b235bae275b94117e18cdd5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_fcb7c18574677898 +-- problem_id: v2p_m6_c38545f1afc24e8a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "TrafficType", + CAST("ProductRelated_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "TrafficType" + ORDER BY CAST("ProductRelated_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "TrafficType" + ) AS "cnt" + FROM "m6" + WHERE "TrafficType" IS NOT NULL + AND "ProductRelated_Duration" IS NOT NULL +), +"picked" AS ( + SELECT + "TrafficType", + "measure_value", + "rn", + "cnt", + CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "TrafficType", + "measure_value" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96bcdc1088f962f778cbb5e56678d0902702aa02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"TrafficType\",\n CAST(\"ProductRelated_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"TrafficType\"\n ORDER BY CAST(\"ProductRelated_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"TrafficType\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"TrafficType\" IS NOT NULL\n AND \"ProductRelated_Duration\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"TrafficType\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"TrafficType\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n CAST(\\\"ProductRelated_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"TrafficType\\\"\\n ORDER BY CAST(\\\"ProductRelated_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"TrafficType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"TrafficType\\\" IS NOT NULL\\n AND \\\"ProductRelated_Duration\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"TrafficType\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"TrafficType\", \"percentile_measure\"], \"rows\": [{\"TrafficType\": \"14\", \"percentile_measure\": 43171.23338}, {\"TrafficType\": \"19\", \"percentile_measure\": 13259.29396}, {\"TrafficType\": \"2\", \"percentile_measure\": 5106.262991}, {\"TrafficType\": \"13\", \"percentile_measure\": 4875.106113}, {\"TrafficType\": \"10\", \"percentile_measure\": 4597.124242}, {\"TrafficType\": \"1\", \"percentile_measure\": 4590.431277}, {\"TrafficType\": \"6\", \"percentile_measure\": 4042.949908}, {\"TrafficType\": \"8\", \"percentile_measure\": 3753.19449}, {\"TrafficType\": \"3\", \"percentile_measure\": 3276.190541}, {\"TrafficType\": \"4\", \"percentile_measure\": 3177.791667}, {\"TrafficType\": \"7\", \"percentile_measure\": 2735.728571}, {\"TrafficType\": \"5\", \"percentile_measure\": 2725.0}, {\"TrafficType\": \"20\", \"percentile_measure\": 2646.4}, {\"TrafficType\": \"15\", \"percentile_measure\": 2564.278157}, {\"TrafficType\": \"11\", \"percentile_measure\": 2504.870761}, {\"TrafficType\": \"9\", \"percentile_measure\": 1734.780952}, {\"TrafficType\": \"18\", \"percentile_measure\": 1340.611199}, {\"TrafficType\": \"16\", \"percentile_measure\": 1229.466667}, {\"TrafficType\": \"17\", \"percentile_measure\": 60.0}, {\"TrafficType\": \"12\", \"percentile_measure\": 15.0}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 53.09}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..31b5248ac13e3ab6064feeefe819b0c29012a3f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:55:56.916254+00:00", + "ended_at": "2026-05-04T08:56:15.198574+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_fcb7c18574677898", + "problem_id": "v2p_m6_c38545f1afc24e8a", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=TrafficType, measure_col=ProductRelated_Duration.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "ProductRelated_Duration", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1059.697712, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=117" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_fcb7c18574677898.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_fcb7c18574677898", + "api_calls": 0, + "input_tokens": 22914, + "cached_input_tokens": 19840, + "output_tokens": 531, + "total_tokens": 23445, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2823, + "estimated_output_tokens": 326, + "estimated_total_tokens": 3149, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18193.64, + "sql_execution_elapsed_ms_total": 53.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_fcb7c18574677898\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7908f89dcb9fc443714ddd3ce44ef63b5cb6b1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fcb7c18574677898/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:15.136213+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18193.64, "started_at": "2026-05-04T08:55:56.920088+00:00", "ended_at": "2026-05-04T08:56:15.113547+00:00", "prompt_metrics": {"chars": 10622, "bytes_utf8": 10622, "lines": 312, "estimated_tokens": 2823}, "response_metrics": {"chars": 1193, "bytes_utf8": 1193, "lines": 1, "estimated_tokens": 326}, "usage": {"input_tokens": 22914, "cached_input_tokens": 19840, "output_tokens": 531}, "stderr_preview": "2026-05-04T08:55:57.133902Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:59.509427Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=OperatingSystems, measure_col=Informational.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "Informational", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9f35845359e9d19a1e051f421c52c3d19207741 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-b979-74f1-b86e-6a20a7f946aa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ORDER BY CAST(\\\"Informational\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" IS NOT NULL\\n AND \\\"Informational\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 90th percentile per OperatingSystems group, casting Informational from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22908,"cached_input_tokens":21888,"output_tokens":619}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf99a889cee2670bcf1701594e5cf8c4d9019eb5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n CAST(\"Informational\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\"\n ORDER BY CAST(\"Informational\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" IS NOT NULL\n AND \"Informational\" IS NOT NULL\n)\nSELECT\n \"OperatingSystems\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\nGROUP BY \"OperatingSystems\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 90th percentile per OperatingSystems group, casting Informational from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe748565b8ee4c9b20e1fe0462f33bb5484ca3ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:53:58.372959Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:00.763544Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:54:17.120397Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..63c446d9c6d0d28617e68fcbd95bc21fe4234da7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=OperatingSystems, measure_col=Informational. +Result preview: [{"OperatingSystems": "7", "percentile_measure": 3.0}, {"OperatingSystems": "6", "percentile_measure": 2.0}, {"OperatingSystems": "4", "percentile_measure": 2.0}, {"OperatingSystems": "3", "percentile_measure": 2.0}, {"OperatingSystems": "2", "percentile_measure": 2.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3b9d75735c801fc62a20bcdcbaf954f29ae8288 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_fe1803d76a671e9e +-- problem_id: v2p_m6_c4ad3e319454e96c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "OperatingSystems", + CAST("Informational" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems" + ORDER BY CAST("Informational" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems" + ) AS "cnt" + FROM "m6" + WHERE "OperatingSystems" IS NOT NULL + AND "Informational" IS NOT NULL +) +SELECT + "OperatingSystems", + MIN("measure_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +GROUP BY "OperatingSystems" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39d1bd76641025434169bd736bb946e8ce1c77e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n CAST(\"Informational\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\"\n ORDER BY CAST(\"Informational\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" IS NOT NULL\n AND \"Informational\" IS NOT NULL\n)\nSELECT\n \"OperatingSystems\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\nGROUP BY \"OperatingSystems\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ORDER BY CAST(\\\"Informational\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" IS NOT NULL\\n AND \\\"Informational\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"OperatingSystems\", \"percentile_measure\"], \"rows\": [{\"OperatingSystems\": \"7\", \"percentile_measure\": 3.0}, {\"OperatingSystems\": \"6\", \"percentile_measure\": 2.0}, {\"OperatingSystems\": \"4\", \"percentile_measure\": 2.0}, {\"OperatingSystems\": \"3\", \"percentile_measure\": 2.0}, {\"OperatingSystems\": \"2\", \"percentile_measure\": 2.0}, {\"OperatingSystems\": \"1\", \"percentile_measure\": 2.0}, {\"OperatingSystems\": \"8\", \"percentile_measure\": 1.0}, {\"OperatingSystems\": \"5\", \"percentile_measure\": 1.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 60.54}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3f02a5efe5556d6b68c6fcc6184512d7cc111c69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:53:58.124570+00:00", + "ended_at": "2026-05-04T08:54:18.103987+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_fe1803d76a671e9e", + "problem_id": "v2p_m6_c4ad3e319454e96c", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=OperatingSystems, measure_col=Informational.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "Informational", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_fe1803d76a671e9e.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_fe1803d76a671e9e", + "api_calls": 0, + "input_tokens": 22908, + "cached_input_tokens": 21888, + "output_tokens": 619, + "total_tokens": 23527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2817, + "estimated_output_tokens": 242, + "estimated_total_tokens": 3059, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19878.51, + "sql_execution_elapsed_ms_total": 60.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_fe1803d76a671e9e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7341fcbcd8e94cea376d946e8fa46165398b6f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:54:18.032940+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19878.51, "started_at": "2026-05-04T08:53:58.128848+00:00", "ended_at": "2026-05-04T08:54:18.007006+00:00", "prompt_metrics": {"chars": 10602, "bytes_utf8": 10602, "lines": 312, "estimated_tokens": 2817}, "response_metrics": {"chars": 920, "bytes_utf8": 920, "lines": 1, "estimated_tokens": 242}, "usage": {"input_tokens": 22908, "cached_input_tokens": 21888, "output_tokens": 619}, "stderr_preview": "2026-05-04T08:53:58.372959Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:00.763544Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 90th percentile per OperatingSystems group, casting Informational from TEXT to REAL.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df0c6bec7ee3b6fb055ee5437dc4321afedb42ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fe1803d76a671e9e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_fe1803d76a671e9e", + "api_calls": 0, + "input_tokens": 22908, + "cached_input_tokens": 21888, + "output_tokens": 619, + "total_tokens": 23527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2817, + "estimated_output_tokens": 242, + "estimated_total_tokens": 3059, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19878.51, + "sql_execution_elapsed_ms_total": 60.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_fe1803d76a671e9e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fead4bed7b341530/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fead4bed7b341530/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c01805047c1b857f9c28a21decc56e7f4fc5ac0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fead4bed7b341530/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"TrafficType": "2", "support": 3913, "avg_response": 0.7393304370048556}, {"TrafficType": "1", "support": 2451, "avg_response": 0.37576499388004897}, {"TrafficType": "3", "support": 2052, "avg_response": 0.3001949317738791}, {"TrafficType": "4", "support": 1069, "avg_response": 0.49859681945743684}, {"TrafficType": "13", "support": 738, "avg_response": 0.3712737127371274}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fead4bed7b341530/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fead4bed7b341530/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea429aaba73e8a54f080b9b348a0661fe2621a5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fead4bed7b341530/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_fead4bed7b341530 +-- problem_id: v2p_m6_34f828d74251bdb4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "TrafficType", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "TrafficType" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fead4bed7b341530/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fead4bed7b341530/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e9ab9669af7bf286fc111089e7361ad4cc822da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fead4bed7b341530/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_fead4bed7b341530\n-- problem_id: v2p_m6_34f828d74251bdb4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"TrafficType\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_fead4bed7b341530\\n-- problem_id: v2p_m6_34f828d74251bdb4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"TrafficType\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"TrafficType\", \"support\", \"avg_response\"], \"rows\": [{\"TrafficType\": \"2\", \"support\": 3913, \"avg_response\": 0.7393304370048556}, {\"TrafficType\": \"1\", \"support\": 2451, \"avg_response\": 0.37576499388004897}, {\"TrafficType\": \"3\", \"support\": 2052, \"avg_response\": 0.3001949317738791}, {\"TrafficType\": \"4\", \"support\": 1069, \"avg_response\": 0.49859681945743684}, {\"TrafficType\": \"13\", \"support\": 738, \"avg_response\": 0.3712737127371274}, {\"TrafficType\": \"10\", \"support\": 450, \"avg_response\": 0.5266666666666666}, {\"TrafficType\": \"6\", \"support\": 444, \"avg_response\": 0.4527027027027027}, {\"TrafficType\": \"8\", \"support\": 343, \"avg_response\": 0.49854227405247814}, {\"TrafficType\": \"5\", \"support\": 260, \"avg_response\": 0.47307692307692306}, {\"TrafficType\": \"11\", \"support\": 247, \"avg_response\": 0.3724696356275304}, {\"TrafficType\": \"20\", \"support\": 198, \"avg_response\": 0.30808080808080807}, {\"TrafficType\": \"9\", \"support\": 42, \"avg_response\": 0.3333333333333333}, {\"TrafficType\": \"7\", \"support\": 40, \"avg_response\": 0.525}, {\"TrafficType\": \"15\", \"support\": 38, \"avg_response\": 0.42105263157894735}, {\"TrafficType\": \"19\", \"support\": 17, \"avg_response\": 0.29411764705882354}, {\"TrafficType\": \"14\", \"support\": 13, \"avg_response\": 2.1538461538461537}, {\"TrafficType\": \"18\", \"support\": 10, \"avg_response\": 0.3}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fead4bed7b341530/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fead4bed7b341530/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8c8ea9b3e15eca0c30e741846226cbab8d4643cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fead4bed7b341530/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T09:03:22.669766+00:00", + "ended_at": "2026-05-04T09:03:22.682472+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_fead4bed7b341530", + "problem_id": "v2p_m6_34f828d74251bdb4", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=TrafficType.", + "bindings": { + "key_col": "TrafficType", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=32", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 32, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_fead4bed7b341530.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fead4bed7b341530/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fead4bed7b341530/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_fead4bed7b341530/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d38cdcfc8d9ba8ef0fd2d556e59effcd326e1328 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10813, "bytes_utf8": 10813, "lines": 314, "estimated_tokens": 2897}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 630, "bytes_utf8": 630, "lines": 1, "estimated_tokens": 162}, "usage": {"input_tokens": 22988, "cached_input_tokens": 21888, "output_tokens": 199}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..173c9be2c9b638e2f22171ce978774b13f3d76a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ff0071ff8ad98603", + "api_calls": 0, + "input_tokens": 22988, + "cached_input_tokens": 21888, + "output_tokens": 199, + "total_tokens": 23187, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2897, + "estimated_output_tokens": 162, + "estimated_total_tokens": 3059, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12297.66, + "sql_execution_elapsed_ms_total": 23.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ff0071ff8ad98603\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c2ba4ea9056503cc4cc6808f4b828490a88075c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:41:11.370438+00:00", + "ended_at": "2026-05-04T08:41:23.668224+00:00", + "elapsed_ms": 12297.66, + "prompt_metrics": { + "chars": 10813, + "bytes_utf8": 10813, + "lines": 314, + "estimated_tokens": 2897 + }, + "stdout_metrics": { + "chars": 980, + "bytes_utf8": 980, + "lines": 4, + "estimated_tokens": 281 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 630, + "bytes_utf8": 630, + "lines": 1, + "estimated_tokens": 162 + }, + "usage": { + "input_tokens": 22988, + "cached_input_tokens": 21888, + "output_tokens": 199 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0893a1503e6eb5ba2b2828df0009e504a15bc28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Month, measure_col=ExitRates.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Month", + "measure_col": "ExitRates", + "item_col": "Informational_Duration", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..743aafbcd061d51ed16f0493949a5574384a884a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-068d-77c1-b879-e438ec353aa7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Month\\\", \\\"Informational_Duration\\\",\\n SUM(CAST(\\\"ExitRates\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ExitRates\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ExitRates\\\" AS REAL))) OVER (PARTITION BY \\\"Month\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"Informational_Duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the required Within-Group Share of Total template with group_col=\\\"Month\\\", item_col=\\\"Informational_Duration\\\", and measure_col=\\\"ExitRates\\\". CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22988,"cached_input_tokens":21888,"output_tokens":199}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9082883b8e8f5dc68fd4c4673f3befe5c04fde23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Month\", \"Informational_Duration\",\n SUM(CAST(\"ExitRates\" AS REAL)) AS total_measure,\n SUM(CAST(\"ExitRates\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ExitRates\" AS REAL))) OVER (PARTITION BY \"Month\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Month\", \"Informational_Duration\"\nORDER BY share_within_group DESC;","notes":"Applied the required Within-Group Share of Total template with group_col=\"Month\", item_col=\"Informational_Duration\", and measure_col=\"ExitRates\". CAST to REAL is used because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..380d81f7ff6a87c788bbb642a1ed006e1fcfb823 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:41:11.645390Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:14.031547Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:41:22.973555Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..93e27d0c38b3b0c6d4099ba483bed72450db62ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Month, measure_col=ExitRates. +Result preview: [{"Month": "Feb", "Informational_Duration": "0", "total_measure": 13.477564255, "share_within_group": 98.78532901304574}, {"Month": "Mar", "Informational_Duration": "0", "total_measure": 79.209107656, "share_within_group": 93.1308851611541}, {"Month": "May", "Informational_Duration": "0", "total_measure": 150.373402749, "share_within_group": 91.50706457494958}, {"Month": "June", "Informational_Duration": "0", "total_measure": 15.118265177, "share_within_group": 90.13020344654261}, {"Month": "Dec", "Informational_Duration": "0", "total_measure": 63.986505453, "share_within_group": 89.70503491154128}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..769aa0bf412542e915547e0ba2a613ee561c7f93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_ff0071ff8ad98603 +-- problem_id: v2p_m6_81ea233ab2ae6c2b +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", "Informational_Duration", + SUM(CAST("ExitRates" AS REAL)) AS total_measure, + SUM(CAST("ExitRates" AS REAL)) * 100.0 / SUM(SUM(CAST("ExitRates" AS REAL))) OVER (PARTITION BY "Month") AS share_within_group +FROM "m6" +GROUP BY "Month", "Informational_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1a3a50a847316524c08255ec9ba1a0097a9a9b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Month\", \"Informational_Duration\",\n SUM(CAST(\"ExitRates\" AS REAL)) AS total_measure,\n SUM(CAST(\"ExitRates\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ExitRates\" AS REAL))) OVER (PARTITION BY \"Month\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Month\", \"Informational_Duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Month\\\", \\\"Informational_Duration\\\",\\n SUM(CAST(\\\"ExitRates\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ExitRates\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ExitRates\\\" AS REAL))) OVER (PARTITION BY \\\"Month\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"Informational_Duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Month\", \"Informational_Duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Month\": \"Feb\", \"Informational_Duration\": \"0\", \"total_measure\": 13.477564255, \"share_within_group\": 98.78532901304574}, {\"Month\": \"Mar\", \"Informational_Duration\": \"0\", \"total_measure\": 79.209107656, \"share_within_group\": 93.1308851611541}, {\"Month\": \"May\", \"Informational_Duration\": \"0\", \"total_measure\": 150.373402749, \"share_within_group\": 91.50706457494958}, {\"Month\": \"June\", \"Informational_Duration\": \"0\", \"total_measure\": 15.118265177, \"share_within_group\": 90.13020344654261}, {\"Month\": \"Dec\", \"Informational_Duration\": \"0\", \"total_measure\": 63.986505453, \"share_within_group\": 89.70503491154128}, {\"Month\": \"Jul\", \"Informational_Duration\": \"0\", \"total_measure\": 17.021479, \"share_within_group\": 86.92092899080627}, {\"Month\": \"Nov\", \"Informational_Duration\": \"0\", \"total_measure\": 99.099777231, \"share_within_group\": 86.52720748666907}, {\"Month\": \"Aug\", \"Informational_Duration\": \"0\", \"total_measure\": 13.945202059, \"share_within_group\": 85.36669234940722}, {\"Month\": \"Sep\", \"Informational_Duration\": \"0\", \"total_measure\": 11.264491641, \"share_within_group\": 82.9272506228807}, {\"Month\": \"Oct\", \"Informational_Duration\": \"0\", \"total_measure\": 13.090836975, \"share_within_group\": 82.19139684465416}, {\"Month\": \"Oct\", \"Informational_Duration\": \"34.2\", \"total_measure\": 0.139376621, \"share_within_group\": 0.8750822571051046}, {\"Month\": \"Oct\", \"Informational_Duration\": \"6\", \"total_measure\": 0.130906616, \"share_within_group\": 0.8219029574498811}, {\"Month\": \"Jul\", \"Informational_Duration\": \"6\", \"total_measure\": 0.146540376, \"share_within_group\": 0.7483148565751574}, {\"Month\": \"Sep\", \"Informational_Duration\": \"11\", \"total_measure\": 0.099792683, \"share_within_group\": 0.7346565737018941}, {\"Month\": \"Aug\", \"Informational_Duration\": \"194.4\", \"total_measure\": 0.10454545500000001, \"share_within_group\": 0.6399835338172061}, {\"Month\": \"Sep\", \"Informational_Duration\": \"13\", \"total_measure\": 0.085714286, \"share_within_group\": 0.6310138356543058}, {\"Month\": \"Oct\", \"Informational_Duration\": \"37.3\", \"total_measure\": 0.086904762, \"share_within_group\": 0.5456353780031868}, {\"Month\": \"June\", \"Informational_Duration\": \"12\", \"total_measure\": 0.091304348, \"share_within_group\": 0.5443269690303782}, {\"Month\": \"June\", \"Informational_Duration\": \"34.3\", \"total_measure\": 0.090962963, \"share_within_group\": 0.5422917421611996}, {\"Month\": \"Sep\", \"Informational_Duration\": \"44\", \"total_measure\": 0.073225108, \"share_within_group\": 0.5390706546313737}, {\"Month\": \"Sep\", \"Informational_Duration\": \"12\", \"total_measure\": 0.072671958, \"share_within_group\": 0.5349984594410389}, {\"Month\": \"Sep\", \"Informational_Duration\": \"63.1\", \"total_measure\": 0.072399527, \"share_within_group\": 0.5329928692613444}, {\"Month\": \"Sep\", \"Informational_Duration\": \"244.3\", \"total_measure\": 0.067397661, \"share_within_group\": 0.49616999179971716}, {\"Month\": \"Oct\", \"Informational_Duration\": \"1657.3\", \"total_measure\": 0.076388889, \"share_within_group\": 0.4796110059510719}, {\"Month\": \"Sep\", \"Informational_Duration\": \"5\", \"total_measure\": 0.06424569799999999, \"share_within_group\": 0.4729657821482425}, {\"Month\": \"Oct\", \"Informational_Duration\": \"24.2\", \"total_measure\": 0.072363636, \"share_within_group\": 0.45433827760261314}, {\"Month\": \"June\", \"Informational_Duration\": \"6\", \"total_measure\": 0.07523244899999999, \"share_within_group\": 0.44851150940700557}, {\"Month\": \"Sep\", \"Informational_Duration\": \"7\", \"total_measure\": 0.06028708099999999, \"share_within_group\": 0.4438231244463941}, {\"Month\": \"Aug\", \"Informational_Duration\": \"36.2\", \"total_measure\": 0.071984127, \"share_within_group\": 0.4406567074217291}, {\"Month\": \"Aug\", \"Informational_Duration\": \"19.2\", \"total_measure\": 0.070737742, \"share_within_group\": 0.43302685993771606}, {\"Month\": \"Oct\", \"Informational_Duration\": \"42.2\", \"total_measure\": 0.066119363, \"share_within_group\": 0.4151333343946668}, {\"Month\": \"Sep\", \"Informational_Duration\": \"26.7\", \"total_measure\": 0.056333333, \"share_within_group\": 0.41471631148536053}, {\"Month\": \"Aug\", \"Informational_Duration\": \"112.6\", \"total_measure\": 0.066493056, \"share_within_group\": 0.4070426682172398}, {\"Month\": \"Aug\", \"Informational_Duration\": \"353.9666667\", \"total_measure\": 0.066033333, \"share_within_group\": 0.40422843635879074}, {\"Month\": \"Aug\", \"Informational_Duration\": \"103.8\", \"total_measure\": 0.064516129, \"share_within_group\": 0.39494074826712194}, {\"Month\": \"June\", \"Informational_Duration\": \"225.7666667\", \"total_measure\": 0.066158871, \"share_within_group\": 0.39441777434193814}, {\"Month\": \"Oct\", \"Informational_Duration\": \"13.4\", \"total_measure\": 0.062, \"share_within_group\": 0.38926973226389583}, {\"Month\": \"Sep\", \"Informational_Duration\": \"45.26666667\", \"total_measure\": 0.052857143, \"share_within_group\": 0.3891251984080943}, {\"Month\": \"Oct\", \"Informational_Duration\": \"20\", \"total_measure\": 0.06, \"share_within_group\": 0.3767126441263508}, {\"Month\": \"June\", \"Informational_Duration\": \"130.76\", \"total_measure\": 0.06218704, \"share_within_group\": 0.37073900353760697}, {\"Month\": \"Sep\", \"Informational_Duration\": \"32.2\", \"total_measure\": 0.050155633, \"share_within_group\": 0.3692371462908724}, {\"Month\": \"June\", \"Informational_Duration\": \"13\", \"total_measure\": 0.061861624000000004, \"share_within_group\": 0.3687989786775205}, {\"Month\": \"Oct\", \"Informational_Duration\": \"87.7\", \"total_measure\": 0.057575758, \"share_within_group\": 0.3614919338959816}, {\"Month\": \"Jul\", \"Informational_Duration\": \"3\", \"total_measure\": 0.07007215, \"share_within_group\": 0.35782650699055746}, {\"Month\": \"Aug\", \"Informational_Duration\": \"15.1\", \"total_measure\": 0.058447712, \"share_within_group\": 0.3577924384115055}, {\"Month\": \"June\", \"Informational_Duration\": \"47.4\", \"total_measure\": 0.058333333, \"share_within_group\": 0.34776444978644117}, {\"Month\": \"Sep\", \"Informational_Duration\": \"9\", \"total_measure\": 0.047186147, \"share_within_group\": 0.34737630093795463}, {\"Month\": \"Jul\", \"Informational_Duration\": \"152.2\", \"total_measure\": 0.067624521, \"share_within_group\": 0.3453275821612381}, {\"Month\": \"Oct\", \"Informational_Duration\": \"245.8\", \"total_measure\": 0.054666667, \"share_within_group\": 0.34322707785241213}, {\"Month\": \"June\", \"Informational_Duration\": \"14.2\", \"total_measure\": 0.05723545, \"share_within_group\": 0.34121922670747035}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 23.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3a51ff1861268f37a943228625fc8165a8f1dd3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "m6", + "started_at": "2026-05-04T08:41:11.366697+00:00", + "ended_at": "2026-05-04T08:41:23.716552+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_ff0071ff8ad98603", + "problem_id": "v2p_m6_81ea233ab2ae6c2b", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Month, measure_col=ExitRates.", + "bindings": { + "group_col": "Month", + "measure_col": "ExitRates", + "item_col": "Informational_Duration", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\sql\\v2q_m6_ff0071ff8ad98603.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ff0071ff8ad98603", + "api_calls": 0, + "input_tokens": 22988, + "cached_input_tokens": 21888, + "output_tokens": 199, + "total_tokens": 23187, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2897, + "estimated_output_tokens": 162, + "estimated_total_tokens": 3059, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12297.66, + "sql_execution_elapsed_ms_total": 23.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\m6\\artifacts\\v2q_m6_ff0071ff8ad98603\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..335829b552497c78efe6903c19f5c9732f6a5b73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/artifacts/v2q_m6_ff0071ff8ad98603/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:41:23.685043+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12297.66, "started_at": "2026-05-04T08:41:11.370438+00:00", "ended_at": "2026-05-04T08:41:23.668224+00:00", "prompt_metrics": {"chars": 10813, "bytes_utf8": 10813, "lines": 314, "estimated_tokens": 2897}, "response_metrics": {"chars": 630, "bytes_utf8": 630, "lines": 1, "estimated_tokens": 162}, "usage": {"input_tokens": 22988, "cached_input_tokens": 21888, "output_tokens": 199}, "stderr_preview": "2026-05-04T08:41:11.645390Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:14.031547Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0 +GROUP BY "Browser" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0305b33e766fc38a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0305b33e766fc38a.sql new file mode 100644 index 0000000000000000000000000000000000000000..e8ce52952815ca08ec5c5c58f49b1f78b2a1c852 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0305b33e766fc38a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_0305b33e766fc38a +-- problem_id: v2p_m6_de9d79014045f724 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", SUM(CAST("Region" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ProductRelated" AS REAL) >= 38.0 +GROUP BY "TrafficType" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0317b333b6951106.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0317b333b6951106.sql new file mode 100644 index 0000000000000000000000000000000000000000..36d566a78e46eb910c54a1772512b1cb318a4c3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0317b333b6951106.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_0317b333b6951106 +-- problem_id: v2p_m6_ac6c40c3b6be6cb6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Browser" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Browser" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_045400b2a728bf96.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_045400b2a728bf96.sql new file mode 100644 index 0000000000000000000000000000000000000000..f41e6b35f036e86355ddea46bcb807faae0c0fa8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_045400b2a728bf96.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_045400b2a728bf96 +-- problem_id: v2p_m6_db35f8609f9f3320 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", SUM(CAST("Informational_Duration" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Region" AS REAL) >= 4.0 +GROUP BY "Informational" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_05eaeadd12b991fe.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_05eaeadd12b991fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..6204f3d374c72207b613138be3bb3257271aa228 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_05eaeadd12b991fe.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_05eaeadd12b991fe +-- problem_id: v2p_m6_78e190229d1a0ff8 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", COUNT(*) AS row_count +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_07efa40d6968989a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_07efa40d6968989a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a43faa941b65d988039d02bb8910ca1730d5c7b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_07efa40d6968989a.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_07efa40d6968989a +-- problem_id: v2p_m6_24190cc777ce3ddf +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "Administrative", + CAST("Region" AS REAL) AS "region_value", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative" + ORDER BY CAST("Region" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative" + ) AS "cnt" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND "Region" IS NOT NULL +) +SELECT + "Administrative", + MIN("region_value") AS "percentile_measure" +FROM "ordered" +WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999 AS INTEGER) +GROUP BY "Administrative" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0803610147281bc6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0803610147281bc6.sql new file mode 100644 index 0000000000000000000000000000000000000000..23665ebec47ba0da7b529ca3005d43f7c5cc0373 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0803610147281bc6.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_0803610147281bc6 +-- problem_id: v2p_m6_6a59be0209f816ef +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "TrafficType", + "Weekend", + CAST("PageValues" AS REAL) AS "measure" + FROM "m6" + WHERE "TrafficType" IS NOT NULL + AND "Weekend" IS NOT NULL + AND "PageValues" IS NOT NULL +), +"ranked" AS ( + SELECT + "TrafficType", + "Weekend", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "TrafficType", "Weekend" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "TrafficType", "Weekend" + ) AS "cnt" + FROM "base" +) +SELECT + "TrafficType", + "Weekend", + AVG(CASE + WHEN "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) THEN "measure" + END) AS "median_measure", + SQRT(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) AS "measure_stddev" +FROM "ranked" +GROUP BY "TrafficType", "Weekend" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0843c280aed7c3b7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0843c280aed7c3b7.sql new file mode 100644 index 0000000000000000000000000000000000000000..45e2b809988ade344307005b27e263d92023340e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0843c280aed7c3b7.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_0843c280aed7c3b7 +-- problem_id: v2p_m6_b58b0df76581eb38 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", AVG(CAST("Administrative_Duration" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "TrafficType" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0843f13e0aa628ed.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0843f13e0aa628ed.sql new file mode 100644 index 0000000000000000000000000000000000000000..3fb64894793dda49a55ffac99b0d4e3a9fa5900d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0843f13e0aa628ed.sql @@ -0,0 +1,59 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_0843f13e0aa628ed +-- problem_id: v2p_m6_e07db97fc6fbc203 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Administrative", + "Informational", + CAST("TrafficType" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative", "Informational" + ORDER BY CAST("TrafficType" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative", "Informational" + ) AS "cnt", + AVG(CAST("TrafficType" AS REAL)) OVER ( + PARTITION BY "Administrative", "Informational" + ) AS "mean_value", + AVG(CAST("TrafficType" AS REAL) * CAST("TrafficType" AS REAL)) OVER ( + PARTITION BY "Administrative", "Informational" + ) AS "mean_square" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND "Informational" IS NOT NULL + AND "TrafficType" IS NOT NULL +), +"summary" AS ( + SELECT + "Administrative", + "Informational", + COUNT(*) AS "group_size", + AVG(CASE + WHEN "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) THEN "measure_value" + END) AS "median_measure", + MAX(CASE + WHEN ("mean_square" - ("mean_value" * "mean_value")) < 0 THEN 0 + ELSE ("mean_square" - ("mean_value" * "mean_value")) + END) AS "measure_variance" + FROM "ranked" + GROUP BY "Administrative", "Informational" + HAVING COUNT(*) >= 5 +) +SELECT + "Administrative", + "Informational", + "median_measure", + "measure_variance" AS "measure_stddev" +FROM "summary" +ORDER BY "median_measure" DESC, "Administrative", "Informational"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_08a269ab41b823b6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_08a269ab41b823b6.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ec300a6edca0dcde5fae345c30e9f6d9cf0740a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_08a269ab41b823b6.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_08a269ab41b823b6 +-- problem_id: v2p_m6_1a1b771ce403577b +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", "ExitRates", + SUM(CAST("Informational" AS REAL)) AS total_measure, + SUM(CAST("Informational" AS REAL)) * 100.0 / SUM(SUM(CAST("Informational" AS REAL))) OVER (PARTITION BY "Weekend") AS share_within_group +FROM "m6" +GROUP BY "Weekend", "ExitRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_08c8fe3766ab5b10.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_08c8fe3766ab5b10.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e32e49224092a684f5f5d3a4126a2ed5c2c4e15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_08c8fe3766ab5b10.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_08c8fe3766ab5b10 +-- problem_id: v2p_m6_3c9bafd4ba338709 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "PageValues", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "PageValues" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0a973a1797eab450.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0a973a1797eab450.sql new file mode 100644 index 0000000000000000000000000000000000000000..038f5cec3604046ec291c2b0217ac2d53a814ec2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0a973a1797eab450.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_0a973a1797eab450 +-- problem_id: v2p_m6_2905a2def9e7f48f +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", SUM(CAST("Browser" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Informational_Duration" AS REAL) >= 0.0 +GROUP BY "Region" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0b21f44582a2d198.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0b21f44582a2d198.sql new file mode 100644 index 0000000000000000000000000000000000000000..15aed2d8199f7a595ffe3cbffd2f264bfad4b52c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0b21f44582a2d198.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_0b21f44582a2d198 +-- problem_id: v2p_m6_97f9df93508aa1b2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "ProductRelated" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0e52e38c28158986.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0e52e38c28158986.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b25536554ff94eee8cde83631675770e307d893 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0e52e38c28158986.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_0e52e38c28158986 +-- problem_id: v2p_m6_a5dba95598294c66 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", COUNT(*) AS support +FROM "m6" +WHERE CAST("TrafficType" AS REAL) >= 4.0 +GROUP BY "Month" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0fecf06c9f1e667b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0fecf06c9f1e667b.sql new file mode 100644 index 0000000000000000000000000000000000000000..e4f8c4f3766c7bec5d906f2bdaf213f90cf7b29f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0fecf06c9f1e667b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_0fecf06c9f1e667b +-- problem_id: v2p_m6_db032db37e6d6b8d +-- realization_mode: agent +-- source_kind: agent +SELECT + CAST("Administrative" AS REAL) AS "Administrative", + CAST("SpecialDay" AS REAL) AS "SpecialDay", + CAST("Administrative" AS REAL) AS "median_measure", + 0.0 AS "measure_stddev" +FROM "m6" +GROUP BY "Administrative", "SpecialDay" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0ff593d0dd8ce383.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0ff593d0dd8ce383.sql new file mode 100644 index 0000000000000000000000000000000000000000..65b5cacc4ef42e733f4890e0fb2db317d0c511b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_0ff593d0dd8ce383.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_0ff593d0dd8ce383 +-- problem_id: v2p_m6_0369332a6f6a2f02 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Region", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Region" +ORDER BY support ASC, "SpecialDay", "Region" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_1063ddad1bd6cc72.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_1063ddad1bd6cc72.sql new file mode 100644 index 0000000000000000000000000000000000000000..e57d110956db345a27edbfe7e87037be36875998 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_1063ddad1bd6cc72.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_1063ddad1bd6cc72 +-- problem_id: v2p_m6_4e498c273d781228 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", SUM(CAST("Browser" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ExitRates" AS REAL) >= 0.05 +GROUP BY "Region" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_1285f5d53d42fd70.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_1285f5d53d42fd70.sql new file mode 100644 index 0000000000000000000000000000000000000000..5bd95103989ef77fe80fe364d137474ccc97a1cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_1285f5d53d42fd70.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_1285f5d53d42fd70 +-- problem_id: v2p_m6_56d355ada3b4ff2f +-- realization_mode: agent +-- source_kind: agent +SELECT + "VisitorType", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "VisitorType" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_149c6a1400ab15e5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_149c6a1400ab15e5.sql new file mode 100644 index 0000000000000000000000000000000000000000..412de76d7b0b9ed07080eb48eaaa21927e4caac4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_149c6a1400ab15e5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_149c6a1400ab15e5 +-- problem_id: v2p_m6_2349d6ad16a3d776 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", "ProductRelated_Duration", + SUM(CAST("Administrative" AS REAL)) AS total_measure, + SUM(CAST("Administrative" AS REAL)) * 100.0 / SUM(SUM(CAST("Administrative" AS REAL))) OVER (PARTITION BY "TrafficType") AS share_within_group +FROM "m6" +GROUP BY "TrafficType", "ProductRelated_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_14d61d20fa015a7e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_14d61d20fa015a7e.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6438449cb782e8528943be56def9111c944ac2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_14d61d20fa015a7e.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_14d61d20fa015a7e +-- problem_id: v2p_m6_2b34b62b7f3ad39c +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Revenue", + CAST("Administrative" AS REAL) AS "measure_value" + FROM "m6" + WHERE "Weekend" = 'TRUE' + AND "Administrative" IS NOT NULL +), "ranked" AS ( + SELECT + "Revenue", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "Revenue" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "Revenue") AS "cnt" + FROM "filtered" +), "picked" AS ( + SELECT + "Revenue", + "measure_value", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "Revenue", + "measure_value" AS "conditional_percentile" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_1727d4179f75968f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_1727d4179f75968f.sql new file mode 100644 index 0000000000000000000000000000000000000000..43607628a7fd1e4ba5a7bbc71d62e01b18d8a4a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_1727d4179f75968f.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_1727d4179f75968f +-- problem_id: v2p_m6_cc428c661bb94482 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", "Revenue", + AVG("measure_value") AS "median_measure", + CASE + WHEN AVG("measure_value" * "measure_value") - AVG("measure_value") * AVG("measure_value") < 0 THEN NULL + ELSE SQRT(AVG("measure_value" * "measure_value") - AVG("measure_value") * AVG("measure_value")) + END AS "measure_stddev" +FROM ( + SELECT "Region", "Revenue", "measure_value" + FROM ( + SELECT "Region", + "Revenue", + CAST("BounceRates" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Region", "Revenue" + ORDER BY CAST("BounceRates" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Region", "Revenue" + ) AS "cnt" + FROM "m6" + WHERE "BounceRates" IS NOT NULL + ) AS "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) +) AS "median_rows" +GROUP BY "Region", "Revenue" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_178a3380b2a112b1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_178a3380b2a112b1.sql new file mode 100644 index 0000000000000000000000000000000000000000..f75c38e1edee69f0853817c4313cf7ef4f829684 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_178a3380b2a112b1.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_178a3380b2a112b1 +-- problem_id: v2p_m6_b75fb84ddb04d707 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Month" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Month" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_183c5c1f0f65fb25.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_183c5c1f0f65fb25.sql new file mode 100644 index 0000000000000000000000000000000000000000..61917010c2b242d892de0d9d9e0630bf2ebee8cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_183c5c1f0f65fb25.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_183c5c1f0f65fb25 +-- problem_id: v2p_m6_1095717cc9227e17 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Region", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Region" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_18a8db0aa89ea9ad.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_18a8db0aa89ea9ad.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb91a45684484bd030f8519919cf30ae76265dba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_18a8db0aa89ea9ad.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_18a8db0aa89ea9ad +-- problem_id: v2p_m6_b0c0e7e59b2882a7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", SUM(CAST("Administrative_Duration" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ExitRates" AS REAL) >= 0.05 +GROUP BY "Revenue" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_1e276e7404dd493d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_1e276e7404dd493d.sql new file mode 100644 index 0000000000000000000000000000000000000000..91d0126549e4d49f13e8378af51db35072c149ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_1e276e7404dd493d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_1e276e7404dd493d +-- problem_id: v2p_m6_64a1dac53ad0cdcd +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", SUM(CAST("Region" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("PageValues" AS REAL) >= 0.0 +GROUP BY "TrafficType" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_1e5ab1057cbf0768.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_1e5ab1057cbf0768.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b253bef71ab9e3399ee3b3f5400b2792a2b0d0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_1e5ab1057cbf0768.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_1e5ab1057cbf0768 +-- problem_id: v2p_m6_30e88a5c8901488d +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", "Weekend", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "Informational", "Weekend" +HAVING COUNT(*) >= 5 +ORDER BY "target_rate" DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_201082669a2ff6ef.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_201082669a2ff6ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..f5d61d62c18c65ce7e721ea6a2e1076c7a6c8a7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_201082669a2ff6ef.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_201082669a2ff6ef +-- problem_id: v2p_m6_30e717179762d3e1 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative_Duration", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "Administrative_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2041cad5f268048b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2041cad5f268048b.sql new file mode 100644 index 0000000000000000000000000000000000000000..a548a172be0d7adf2628c70f294c15362d84dfa0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2041cad5f268048b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_2041cad5f268048b +-- problem_id: v2p_m6_de05cad96dfddf74 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", COUNT(*) AS support +FROM "m6" +WHERE CAST("Informational_Duration" AS REAL) >= 0.0 +GROUP BY "Region" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_20dd92299942c7a8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_20dd92299942c7a8.sql new file mode 100644 index 0000000000000000000000000000000000000000..317fb9e807303d825a2f2230f59bdd8b1f63fab1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_20dd92299942c7a8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_20dd92299942c7a8 +-- problem_id: v2p_m6_8af40284ffbeda6f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ExitRates", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "ExitRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_222c46cc601b1097.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_222c46cc601b1097.sql new file mode 100644 index 0000000000000000000000000000000000000000..bacb0adeabd59ca214c4da96b9be2a2860495840 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_222c46cc601b1097.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_222c46cc601b1097 +-- problem_id: v2p_m6_2b30a3c700fbabdf +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Weekend", + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "Weekend" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_22b963b2f693ee0e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_22b963b2f693ee0e.sql new file mode 100644 index 0000000000000000000000000000000000000000..410b7e296f18d0603883f9d656431cfbf95fa01f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_22b963b2f693ee0e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_22b963b2f693ee0e +-- problem_id: v2p_m6_494a1b30d6a30dcd +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "Administrative" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_24d5d68cdeec5154.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_24d5d68cdeec5154.sql new file mode 100644 index 0000000000000000000000000000000000000000..953607e35e6bb073321616ea558b79881016c3bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_24d5d68cdeec5154.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_24d5d68cdeec5154 +-- problem_id: v2p_m6_d8cc0b1e0c4de1f2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Administrative", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Administrative" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2600600bfd9e5cad.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2600600bfd9e5cad.sql new file mode 100644 index 0000000000000000000000000000000000000000..27169b541e718cf9d93bdc45f77cbfe960030989 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2600600bfd9e5cad.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_2600600bfd9e5cad +-- problem_id: v2p_m6_59171a0785e0da4f +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", "ProductRelated_Duration", + SUM(CAST("SpecialDay" AS REAL)) AS total_measure, + SUM(CAST("SpecialDay" AS REAL)) * 100.0 / SUM(SUM(CAST("SpecialDay" AS REAL))) OVER (PARTITION BY "Browser") AS share_within_group +FROM "m6" +GROUP BY "Browser", "ProductRelated_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_26b9809d672410d9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_26b9809d672410d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c4e8a82900241cce91eed85908c0b6ac87abed4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_26b9809d672410d9.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_26b9809d672410d9 +-- problem_id: v2p_m6_5f7deb0240e06e3d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "OperatingSystems" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "OperatingSystems" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2806bc7fa42c597c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2806bc7fa42c597c.sql new file mode 100644 index 0000000000000000000000000000000000000000..e54ac7c1a59d77bbac522fdc4c9e66c4f5ea9a1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2806bc7fa42c597c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_2806bc7fa42c597c +-- problem_id: v2p_m6_b6e4e64df54eb764 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Region" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_288bed2539e30e8d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_288bed2539e30e8d.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac59590dcf4ca2efe002f22e9a2a605bc77b141e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_288bed2539e30e8d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_288bed2539e30e8d +-- problem_id: v2p_m6_9584ab561168408e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ExitRates", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "ExitRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2938a8ebae42c790.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2938a8ebae42c790.sql new file mode 100644 index 0000000000000000000000000000000000000000..3300aa2bb6ac06336b0e9b65a9a08e873994c81c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2938a8ebae42c790.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_2938a8ebae42c790 +-- problem_id: v2p_m6_cf883d0685f0b153 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "BounceRates", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "BounceRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_29b92ffc1678d823.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_29b92ffc1678d823.sql new file mode 100644 index 0000000000000000000000000000000000000000..4bac9643f7d8413599934f6ce929160975f3f3b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_29b92ffc1678d823.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_29b92ffc1678d823 +-- problem_id: v2p_m6_8343b4b9f74ba05c +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", COUNT(*) AS support +FROM "m6" +WHERE "Revenue" = 'TRUE' +GROUP BY "SpecialDay" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2a7e4cd93e4efb9a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2a7e4cd93e4efb9a.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d1c285efd2ea06b15ff101c66e4baa9dcdb11e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2a7e4cd93e4efb9a.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_2a7e4cd93e4efb9a +-- problem_id: v2p_m6_606284727f960b11 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Administrative", + CAST("Region" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative" + ORDER BY CAST("Region" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative" + ) AS "cnt" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND "Region" IS NOT NULL +) +SELECT + "Administrative", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(((9 * "cnt") + 9) / 10 AS INT) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2bf6084a20382c34.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2bf6084a20382c34.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ff43060021b0d3970a200796ae57fe0d18034cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2bf6084a20382c34.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_2bf6084a20382c34 +-- problem_id: v2p_m6_8c86e2c3324331cc +-- realization_mode: agent +-- source_kind: agent +SELECT + "OperatingSystems", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "OperatingSystems" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2c805e47143940e6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2c805e47143940e6.sql new file mode 100644 index 0000000000000000000000000000000000000000..b532f3ca08c60383aadc9f003e9e239429a18934 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2c805e47143940e6.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_2c805e47143940e6 +-- problem_id: v2p_m6_e69274913f336062 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", "Revenue", + AVG(CAST("SpecialDay" AS REAL)) AS "median_measure", + CASE + WHEN COUNT(*) > 1 THEN + SQRT(AVG(CAST("SpecialDay" AS REAL) * CAST("SpecialDay" AS REAL)) - AVG(CAST("SpecialDay" AS REAL)) * AVG(CAST("SpecialDay" AS REAL))) + ELSE NULL + END AS "measure_stddev" +FROM "m6" +GROUP BY "TrafficType", "Revenue" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2e3c4cc0d0e3f1ba.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2e3c4cc0d0e3f1ba.sql new file mode 100644 index 0000000000000000000000000000000000000000..19cf8d039d49d9460558c59c40bc81ca4a5af466 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_2e3c4cc0d0e3f1ba.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_2e3c4cc0d0e3f1ba +-- problem_id: v2p_m6_7a5419d8b7f6deca +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Region", + CAST("ExitRates" AS REAL) AS "ExitRates_num" + FROM "m6" + WHERE "SpecialDay" = '0' +), +"ranked" AS ( + SELECT + "Region", + "ExitRates_num", + ROW_NUMBER() OVER ( + PARTITION BY "Region" + ORDER BY "ExitRates_num" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Region" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Region", + MIN("ExitRates_num") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= 0.9 * "cnt" +GROUP BY "Region" +HAVING MAX("cnt") >= 5 +ORDER BY "conditional_percentile" DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_30961430cfa67e37.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_30961430cfa67e37.sql new file mode 100644 index 0000000000000000000000000000000000000000..9fd96b649dda606226c526e1d482d2a3171008c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_30961430cfa67e37.sql @@ -0,0 +1,54 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_30961430cfa67e37 +-- problem_id: v2p_m6_35693da94fc3c8dd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Weekend", + "Revenue", + CAST("Region" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend", "Revenue" + ORDER BY CAST("Region" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Weekend", "Revenue" + ) AS "cnt" + FROM "m6" +), +"medians" AS ( + SELECT + "Weekend", + "Revenue", + AVG("measure_value") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Weekend", "Revenue" +), +"spread" AS ( + SELECT + "Weekend", + "Revenue", + AVG(CAST("Region" AS REAL) * CAST("Region" AS REAL)) - AVG(CAST("Region" AS REAL)) * AVG(CAST("Region" AS REAL)) AS "measure_stddev" + FROM "m6" + GROUP BY "Weekend", "Revenue" +) +SELECT + "medians"."Weekend", + "medians"."Revenue", + "medians"."median_measure", + "spread"."measure_stddev" +FROM "medians" +JOIN "spread" + ON "medians"."Weekend" = "spread"."Weekend" + AND "medians"."Revenue" = "spread"."Revenue" +ORDER BY "medians"."median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3166e771e222ec83.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3166e771e222ec83.sql new file mode 100644 index 0000000000000000000000000000000000000000..cacfbfcb88a6d102752fdbcc7a5f62d1a98b0265 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3166e771e222ec83.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_3166e771e222ec83 +-- problem_id: v2p_m6_18bf1b553c823e9b +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Weekend", + CAST("OperatingSystems" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend" + ORDER BY CAST("OperatingSystems" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Weekend" + ) AS "cnt" + FROM "m6" + WHERE "Weekend" IS NOT NULL + AND "OperatingSystems" IS NOT NULL +), +"percentiles" AS ( + SELECT + "Weekend", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = ((95 * "cnt" + 99) / 100) +) +SELECT + "Weekend", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_326f79906192af37.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_326f79906192af37.sql new file mode 100644 index 0000000000000000000000000000000000000000..b213138bf7db34bb46653347570e83dd78361361 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_326f79906192af37.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_326f79906192af37 +-- problem_id: v2p_m6_5071af9deba48b2f +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", "PageValues", + SUM(CAST("Informational_Duration" AS REAL)) AS total_measure, + SUM(CAST("Informational_Duration" AS REAL)) * 100.0 + / SUM(SUM(CAST("Informational_Duration" AS REAL))) OVER (PARTITION BY "Revenue") AS share_within_group +FROM "m6" +GROUP BY "Revenue", "PageValues" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3327645704fe32f3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3327645704fe32f3.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d649e46c89ba617542d920f6fda7e130022db8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3327645704fe32f3.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_3327645704fe32f3 +-- problem_id: v2p_m6_5b51d5c0d78292d1 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Revenue" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Revenue" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_34c29a853c966785.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_34c29a853c966785.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9fd8a21a818e3cd498d7c48a229b7248decdc93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_34c29a853c966785.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_34c29a853c966785 +-- problem_id: v2p_m6_5c821a4c0d82604d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Month" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Month" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_36515cbdb32410ca.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_36515cbdb32410ca.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ce677ce12939d49a69abc714241dd394933dbfe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_36515cbdb32410ca.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_36515cbdb32410ca +-- problem_id: v2p_m6_15fcd4b69767cf89 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated_Duration", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "ProductRelated_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_37240321134b5acd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_37240321134b5acd.sql new file mode 100644 index 0000000000000000000000000000000000000000..625f564fd46a7ca6741a62bc42863eb97d2880e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_37240321134b5acd.sql @@ -0,0 +1,69 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_37240321134b5acd +-- problem_id: v2p_m6_8632f074ac2e5060 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "TrafficType", + "VisitorType", + CAST("ExitRates" AS REAL) AS "measure" + FROM "m6" + WHERE "TrafficType" IS NOT NULL + AND "VisitorType" IS NOT NULL + AND "ExitRates" IS NOT NULL + AND TRIM("ExitRates") <> '' +), +"ranked" AS ( + SELECT + "TrafficType", + "VisitorType", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "TrafficType", "VisitorType" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "TrafficType", "VisitorType" + ) AS "cnt" + FROM "base" +), +"median_calc" AS ( + SELECT + "TrafficType", + "VisitorType", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN ((("cnt" + 1) / 2), (("cnt" + 2) / 2)) + GROUP BY "TrafficType", "VisitorType" +), +"spread_calc" AS ( + SELECT + "TrafficType", + "VisitorType", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) + ELSE 0.0 + END AS "measure_stddev" + FROM "base" + GROUP BY "TrafficType", "VisitorType" + HAVING COUNT(*) >= 5 +) +SELECT + m."TrafficType", + m."VisitorType", + m."median_measure", + s."measure_stddev" +FROM "median_calc" AS m +JOIN "spread_calc" AS s + ON m."TrafficType" = s."TrafficType" + AND m."VisitorType" = s."VisitorType" +ORDER BY m."median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_375084e33665fffb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_375084e33665fffb.sql new file mode 100644 index 0000000000000000000000000000000000000000..59364d2d568978026d6a07a44df573150f578fc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_375084e33665fffb.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_375084e33665fffb +-- problem_id: v2p_m6_33601f9f46e5b513 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "SpecialDay" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "SpecialDay" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3858ddbe4ca2f72d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3858ddbe4ca2f72d.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0db2831df814d6de008fae7fa715b65563207b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3858ddbe4ca2f72d.sql @@ -0,0 +1,68 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_3858ddbe4ca2f72d +-- problem_id: v2p_m6_a2cdd3b7cf3cd66e +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "VisitorType", + "Weekend", + CAST("OperatingSystems" AS REAL) AS "measure" + FROM "m6" + WHERE "VisitorType" IS NOT NULL + AND "Weekend" IS NOT NULL + AND "OperatingSystems" IS NOT NULL +), +"ranked" AS ( + SELECT + "VisitorType", + "Weekend", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "VisitorType", "Weekend" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "VisitorType", "Weekend" + ) AS "cnt" + FROM "base" +), +"medians" AS ( + SELECT + "VisitorType", + "Weekend", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "VisitorType", "Weekend" +), +"dispersion" AS ( + SELECT + "VisitorType", + "Weekend", + CASE + WHEN COUNT(*) > 1 THEN + ((SUM("measure" * "measure") - (SUM("measure") * SUM("measure")) / COUNT(*)) / (COUNT(*) - 1)) + ELSE NULL + END AS "measure_stddev" + FROM "base" + GROUP BY "VisitorType", "Weekend" +) +SELECT + "m"."VisitorType", + "m"."Weekend", + "m"."median_measure", + "d"."measure_stddev" +FROM "medians" AS "m" +JOIN "dispersion" AS "d" + ON "m"."VisitorType" = "d"."VisitorType" + AND "m"."Weekend" = "d"."Weekend" +ORDER BY "m"."median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_38a51ec5e727aa52.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_38a51ec5e727aa52.sql new file mode 100644 index 0000000000000000000000000000000000000000..510f1516a0288fa7fb8851ee7cda474d09f05796 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_38a51ec5e727aa52.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_38a51ec5e727aa52 +-- problem_id: v2p_m6_89d96f6348a97e28 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + CAST("Administrative_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Month" + ORDER BY CAST("Administrative_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month" + ) AS "cnt" + FROM "m6" + WHERE "Administrative_Duration" IS NOT NULL + AND TRIM("Administrative_Duration") <> '' +), +"percentile_rows" AS ( + SELECT + "Month", + "measure_value", + "rn", + "cnt", + CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "Month", + "measure_value" AS "percentile_measure" +FROM "percentile_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_393e42a5a41a4430.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_393e42a5a41a4430.sql new file mode 100644 index 0000000000000000000000000000000000000000..929bb707af9b76aa68e2585b1f4f45b0e90c5452 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_393e42a5a41a4430.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_393e42a5a41a4430 +-- problem_id: v2p_m6_e1d6a7dfe26cdbce +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", + AVG(CASE WHEN "SpecialDay" = '0.6' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Browser" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3a77b24d5bb40809.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3a77b24d5bb40809.sql new file mode 100644 index 0000000000000000000000000000000000000000..8188d76e4ccfeceb11fe281826ee8cbf129b6da3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3a77b24d5bb40809.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_3a77b24d5bb40809 +-- problem_id: v2p_m6_6e7052ec7857232a +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Browser", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "Browser" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3c2ca273505f0bd3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3c2ca273505f0bd3.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d7f1e77efbc4cd11e6583bfcca203601d40a565 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3c2ca273505f0bd3.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_3c2ca273505f0bd3 +-- problem_id: v2p_m6_3f51577fdd54ed44 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", COUNT(*) AS support +FROM "m6" +WHERE CAST("Browser" AS REAL) >= 2.0 +GROUP BY "Informational" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3e73578ba04f4ff1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3e73578ba04f4ff1.sql new file mode 100644 index 0000000000000000000000000000000000000000..897277d2059b7a5e1ec7a1a03a8de20cd7390c40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3e73578ba04f4ff1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_3e73578ba04f4ff1 +-- problem_id: v2p_m6_cdcaa2259117d421 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", "Revenue", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "Informational", "Revenue" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3e739fa890ba0ccb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3e739fa890ba0ccb.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b1a37fa9e2ed45ff39f296c2be82ac42cda9b96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_3e739fa890ba0ccb.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_3e739fa890ba0ccb +-- problem_id: v2p_m6_a2396649df7859d9 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + CAST("Administrative_Duration" AS REAL) AS "Administrative_Duration", + ROW_NUMBER() OVER ( + PARTITION BY "Month" + ORDER BY CAST("Administrative_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month" + ) AS "cnt" + FROM "m6" +), +"percentile_point" AS ( + SELECT + "Month", + "Administrative_Duration" AS "percentile_measure", + "cnt" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "Month", + "percentile_measure" +FROM "percentile_point" +WHERE "cnt" >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_415b13bcd14a3a6e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_415b13bcd14a3a6e.sql new file mode 100644 index 0000000000000000000000000000000000000000..d486d72800e367443a54d7765f1c5f478e9f1911 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_415b13bcd14a3a6e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_415b13bcd14a3a6e +-- problem_id: v2p_m6_dcb9bb0fd8985aee +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", AVG(CAST("OperatingSystems" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4507c548f5351fd3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4507c548f5351fd3.sql new file mode 100644 index 0000000000000000000000000000000000000000..b126de862d43614364ceebbf8aca085fbccd6985 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4507c548f5351fd3.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_4507c548f5351fd3 +-- problem_id: v2p_m6_b79f82de078a58b8 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Browser", + CAST("Informational_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Browser" + ORDER BY CAST("Informational_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Browser" + ) AS "cnt" + FROM "m6" + WHERE "Browser" IS NOT NULL + AND "Informational_Duration" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "Browser", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST(("cnt" * 0.9) + 0.999999999 AS INTEGER) +) +SELECT + "Browser", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_45a0714064ffa5fb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_45a0714064ffa5fb.sql new file mode 100644 index 0000000000000000000000000000000000000000..94607213819ec0c522051f175caeb947bafa434e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_45a0714064ffa5fb.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_45a0714064ffa5fb +-- problem_id: v2p_m6_5ffe35bc5cb14dc3 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Administrative_Duration", + SUM(CAST("BounceRates" AS REAL)) AS total_measure, + SUM(CAST("BounceRates" AS REAL)) * 100.0 / SUM(SUM(CAST("BounceRates" AS REAL))) OVER (PARTITION BY "SpecialDay") AS share_within_group +FROM "m6" +GROUP BY "SpecialDay", "Administrative_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_45e9498c5806517d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_45e9498c5806517d.sql new file mode 100644 index 0000000000000000000000000000000000000000..6aeba10f81f09dcdd12fd7fbf43793b994efb1a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_45e9498c5806517d.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_45e9498c5806517d +-- problem_id: v2p_m6_5067f566dc93c556 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Region", + CAST("ProductRelated" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Region" + ORDER BY CAST("ProductRelated" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Region" + ) AS "cnt" + FROM "m6" + WHERE "Region" IS NOT NULL + AND "ProductRelated" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "Region", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "Region", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_46171246e6628155.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_46171246e6628155.sql new file mode 100644 index 0000000000000000000000000000000000000000..cacab6d67ac8671696498a75522a9e872eb816c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_46171246e6628155.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_46171246e6628155 +-- problem_id: v2p_m6_a197f7795ac727b9 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", COUNT(*) AS row_count +FROM "m6" +GROUP BY "TrafficType" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4675e7b111504cf5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4675e7b111504cf5.sql new file mode 100644 index 0000000000000000000000000000000000000000..c83d71883f4201cc98c20909b78038ec772306a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4675e7b111504cf5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_4675e7b111504cf5 +-- problem_id: v2p_m6_7e0d520b6732951b +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "VisitorType", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "VisitorType" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_480f8e7159965245.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_480f8e7159965245.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d2b746fe85fd369bc15c55a5a5819ffd3d37c4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_480f8e7159965245.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_480f8e7159965245 +-- problem_id: v2p_m6_f5b424408bc7fb93 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "TrafficType", + SUM(CAST("ProductRelated" AS REAL)) AS total_measure, + SUM(CAST("ProductRelated" AS REAL)) * 100.0 / SUM(SUM(CAST("ProductRelated" AS REAL))) OVER (PARTITION BY "Administrative") AS share_within_group +FROM "m6" +GROUP BY "Administrative", "TrafficType" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4818c05571a529ff.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4818c05571a529ff.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e61c7d0b7dae4d116d5447808a1cef26e743646 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4818c05571a529ff.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_4818c05571a529ff +-- problem_id: v2p_m6_5e6a52aa4493b4b6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Browser" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_488f5931e0e18d1d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_488f5931e0e18d1d.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c192798b2192f73d57d96b61c983d39c6c7d02c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_488f5931e0e18d1d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_488f5931e0e18d1d +-- problem_id: v2p_m6_09220846aa9364d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", AVG(CAST("OperatingSystems" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_49a5e3d25b1b4fc2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_49a5e3d25b1b4fc2.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f960fc2fbd9f313dd413a09de0c2fc35bac5c4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_49a5e3d25b1b4fc2.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_49a5e3d25b1b4fc2 +-- problem_id: v2p_m6_11cb4bedb84ea928 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + CAST("ProductRelated" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Month" + ORDER BY CAST("ProductRelated" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month" + ) AS "cnt" + FROM "m6" + WHERE "VisitorType" = 'Returning_Visitor' + AND "ProductRelated" IS NOT NULL +), +"picked" AS ( + SELECT + "Month", + "measure_value" AS "conditional_percentile", + ROW_NUMBER() OVER ( + PARTITION BY "Month" + ORDER BY "rn" + ) AS "pick_order" + FROM "ranked" + WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "Month", + "conditional_percentile" +FROM "picked" +WHERE "pick_order" = 1 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4ad1b18ffc3dc882.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4ad1b18ffc3dc882.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb7a7c6cb45a95d23bc34449afa6b54f6a9cbdf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4ad1b18ffc3dc882.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_4ad1b18ffc3dc882 +-- problem_id: v2p_m6_bcfec7d40ddbe1c3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Browser", + CAST("Informational_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Browser" + ORDER BY CAST("Informational_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "Browser") AS "cnt" + FROM "m6" + WHERE "Browser" IS NOT NULL + AND "Informational_Duration" IS NOT NULL +) +SELECT + "Browser", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "cnt" >= 5 + AND "rn" = CAST(("cnt" * 0.95) + 0.999999 AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4b959801fee546ad.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4b959801fee546ad.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0eed42abac4fa9cceed431617057a399730fe12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4b959801fee546ad.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_4b959801fee546ad +-- problem_id: v2p_m6_4e68a3168b033602 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "TrafficType", + "Weekend", + CAST("PageValues" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "TrafficType", "Weekend" + ORDER BY CAST("PageValues" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "TrafficType", "Weekend" + ) AS "cnt" + FROM "m6" + WHERE "TrafficType" IS NOT NULL + AND "Weekend" IS NOT NULL + AND "PageValues" IS NOT NULL +) +SELECT + "TrafficType", + "Weekend", + AVG(CASE WHEN "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) THEN "measure" END) AS "median_measure", + CASE + WHEN COUNT(*) > 1 THEN SQRT( + (SUM("measure" * "measure") - (SUM("measure") * SUM("measure")) / COUNT(*)) + / (COUNT(*) - 1) + ) + ELSE NULL + END AS "measure_stddev" +FROM "ranked" +GROUP BY "TrafficType", "Weekend" +HAVING COUNT(*) >= 5 +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4bc678f546bf9c78.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4bc678f546bf9c78.sql new file mode 100644 index 0000000000000000000000000000000000000000..34e2940cb953f9bad264dffae96771ea5ab6287b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4bc678f546bf9c78.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_4bc678f546bf9c78 +-- problem_id: v2p_m6_0b58dd40ae56f831 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Weekend", + CAST("TrafficType" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend" + ORDER BY CAST("TrafficType" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Weekend" + ) AS "cnt" + FROM "m6" + WHERE "VisitorType" = 'Returning_Visitor' + AND "TrafficType" IS NOT NULL + AND TRIM("TrafficType") <> '' +), +"picked" AS ( + SELECT + "Weekend", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST(((9 * "cnt") + 9) / 10 AS INTEGER) +) +SELECT + "Weekend", + "measure_value" AS "conditional_percentile" +FROM "picked" +WHERE "pick_rank" = 1 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4c2830dcf60b7312.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4c2830dcf60b7312.sql new file mode 100644 index 0000000000000000000000000000000000000000..60388c8cbd62527a0c3e0f8fac66b1b60e58efbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4c2830dcf60b7312.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_4c2830dcf60b7312 +-- problem_id: v2p_m6_ae38e49528f53cbe +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "VisitorType" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "VisitorType" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4caf65683d76240b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4caf65683d76240b.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb755099a2a80b19469999db863d6970960de847 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4caf65683d76240b.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_4caf65683d76240b +-- problem_id: v2p_m6_51a120766efcdd48 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "SpecialDay" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "SpecialDay" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4cdd227feb7910c6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4cdd227feb7910c6.sql new file mode 100644 index 0000000000000000000000000000000000000000..b692e1436dbf4a3230868e8db1c41d2e11b77778 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4cdd227feb7910c6.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_4cdd227feb7910c6 +-- problem_id: v2p_m6_a306470c41e0048b +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", COUNT(*) AS support +FROM "m6" +WHERE CAST("Administrative_Duration" AS REAL) >= 93.25625 +GROUP BY "VisitorType" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4d62bc2db6d46746.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4d62bc2db6d46746.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f28c676d22575501dcaa7804658b7c941ae3cca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4d62bc2db6d46746.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_4d62bc2db6d46746 +-- problem_id: v2p_m6_dab16781bbcd2e95 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", SUM(CAST("Informational" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("PageValues" AS REAL) >= 0.0 +GROUP BY "Administrative" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4d79ce898010877b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4d79ce898010877b.sql new file mode 100644 index 0000000000000000000000000000000000000000..e45352385e4247a2952a00c7415d145ff13270db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4d79ce898010877b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_4d79ce898010877b +-- problem_id: v2p_m6_6272bac49e64a8df +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Revenue", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Revenue" +ORDER BY support ASC, "SpecialDay", "Revenue" +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4db44f54900154fc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4db44f54900154fc.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d74c6ad6df8970103d2cb5d33b72aee5fdc16f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4db44f54900154fc.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_4db44f54900154fc +-- problem_id: v2p_m6_329a253cf69668b9 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", SUM(CAST("PageValues" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Administrative" AS REAL) >= 4.0 +GROUP BY "Month" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4dee555af2e7d075.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4dee555af2e7d075.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5ffe592aa0593e87f1cb1d32719a4b22e2e3861 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4dee555af2e7d075.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_4dee555af2e7d075 +-- problem_id: v2p_m6_34fa5df7d0239dcc +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", + AVG(CASE WHEN "OperatingSystems" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Administrative" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4e13e36df7a4dc5b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4e13e36df7a4dc5b.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec9a377f0ac088c4b6c6b2c1b2af7ce27d42cee3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4e13e36df7a4dc5b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_4e13e36df7a4dc5b +-- problem_id: v2p_m6_462739f521a160c9 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "TrafficType", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "TrafficType" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4fed933d7edf240d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4fed933d7edf240d.sql new file mode 100644 index 0000000000000000000000000000000000000000..2040145bc45cd8b0b26978f84c7a05545b20169f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4fed933d7edf240d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_4fed933d7edf240d +-- problem_id: v2p_m6_cb75f069b40dcdd1 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "OperatingSystems", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "OperatingSystems" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4ff46e148cd4ad6f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4ff46e148cd4ad6f.sql new file mode 100644 index 0000000000000000000000000000000000000000..e11b6c93f697b1b1e16ddcec3e6593e76f40d764 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_4ff46e148cd4ad6f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_4ff46e148cd4ad6f +-- problem_id: v2p_m6_7623eb0ea4e5d532 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", + AVG(CASE WHEN "OperatingSystems" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_50a3a7e96e0a5e1a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_50a3a7e96e0a5e1a.sql new file mode 100644 index 0000000000000000000000000000000000000000..78a6db3bca5f99e7c6e2eb7f439da0baa6c66af5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_50a3a7e96e0a5e1a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_50a3a7e96e0a5e1a +-- problem_id: v2p_m6_6fcefd55fa526c77 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated_Duration", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "ProductRelated_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_51f8de1006984e16.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_51f8de1006984e16.sql new file mode 100644 index 0000000000000000000000000000000000000000..a29ecbefcbd5eb6233f3baad97caa855a618151d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_51f8de1006984e16.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_51f8de1006984e16 +-- problem_id: v2p_m6_51b4eeba88511138 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", AVG(CAST("Administrative" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_52f038d7d58d0b65.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_52f038d7d58d0b65.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf11bb569818b74527bfd9224f3855a952edb7a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_52f038d7d58d0b65.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_52f038d7d58d0b65 +-- problem_id: v2p_m6_a4b9dea07ec4896e +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Region", + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "SpecialDay", "Region" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_53c56c08fa704bb7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_53c56c08fa704bb7.sql new file mode 100644 index 0000000000000000000000000000000000000000..3fbeeb9d7104c81442de55e850881548d7997ad0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_53c56c08fa704bb7.sql @@ -0,0 +1,63 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_53c56c08fa704bb7 +-- problem_id: v2p_m6_dc5dd60bd09017c0 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "Administrative" AS "group_col", + "SpecialDay" AS "group_col_2", + CAST("Administrative" AS REAL) AS "measure_col" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND "SpecialDay" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "group_col_2", + "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "group_col", "group_col_2" + ORDER BY "measure_col" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "group_col", "group_col_2" + ) AS "cnt" + FROM "base" +), +"median_cte" AS ( + SELECT + "group_col", + "group_col_2", + AVG("measure_col") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "group_col", "group_col_2" +), +"stddev_cte" AS ( + SELECT + "group_col", + "group_col_2", + sqrt(AVG("measure_col" * "measure_col") - AVG("measure_col") * AVG("measure_col")) AS "measure_stddev" + FROM "base" + GROUP BY "group_col", "group_col_2" +) +SELECT + m."group_col" AS "Administrative", + m."group_col_2" AS "SpecialDay", + m."median_measure", + s."measure_stddev" +FROM "median_cte" AS m +JOIN "stddev_cte" AS s + ON m."group_col" = s."group_col" + AND m."group_col_2" = s."group_col_2" +ORDER BY m."median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_54eeca54ae1aa0e3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_54eeca54ae1aa0e3.sql new file mode 100644 index 0000000000000000000000000000000000000000..f29076c4f24e6ea0f35e3e7f933c6affee71c90d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_54eeca54ae1aa0e3.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_54eeca54ae1aa0e3 +-- problem_id: v2p_m6_0879aad2772a0b78 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", AVG(CAST("Administrative_Duration" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "TrafficType" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5561485ad0f17072.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5561485ad0f17072.sql new file mode 100644 index 0000000000000000000000000000000000000000..16db919b047c7ad80ba4fb55f73cbc35d85f186a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5561485ad0f17072.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_5561485ad0f17072 +-- problem_id: v2p_m6_e8e2b6a070b87b84 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", COUNT(*) AS row_count +FROM "m6" +GROUP BY "OperatingSystems" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_560b176dc981351c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_560b176dc981351c.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f92c13856c882432792083b8c984606483167d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_560b176dc981351c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_560b176dc981351c +-- problem_id: v2p_m6_9f38161b120d744d +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", "ProductRelated_Duration", + SUM(CAST("Administrative" AS REAL)) AS total_measure, + SUM(CAST("Administrative" AS REAL)) * 100.0 / SUM(SUM(CAST("Administrative" AS REAL))) OVER (PARTITION BY "TrafficType") AS share_within_group +FROM "m6" +GROUP BY "TrafficType", "ProductRelated_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5925714cbb825fc3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5925714cbb825fc3.sql new file mode 100644 index 0000000000000000000000000000000000000000..ccdc567dcbc7e8c3016e6ec16e31497ef5d97390 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5925714cbb825fc3.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_5925714cbb825fc3 +-- problem_id: v2p_m6_10a263661d56a061 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Administrative", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Administrative" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_59464de496a62ed0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_59464de496a62ed0.sql new file mode 100644 index 0000000000000000000000000000000000000000..45f0b3a7bc2af8cb45cd548e10133faa4470ae7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_59464de496a62ed0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_59464de496a62ed0 +-- problem_id: v2p_m6_9cb4167f2e5d3eda +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Month", + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "Month" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_594806513ad16cbe.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_594806513ad16cbe.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6c2e57162942613232f5ec783c422033be3789a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_594806513ad16cbe.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_594806513ad16cbe +-- problem_id: v2p_m6_c3f2a0149da5592b +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", AVG(CAST("Region" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "OperatingSystems" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5a54663550f0e71f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5a54663550f0e71f.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a70c3b474935928238b28dafffca5671c1c7d75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5a54663550f0e71f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_5a54663550f0e71f +-- problem_id: v2p_m6_25c94d70d0d7929e +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "OperatingSystems", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "SpecialDay", "OperatingSystems" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5af058b22fd6e324.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5af058b22fd6e324.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c5c8c5408a06a0dbb9fb954bef506ac0b1d2367 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5af058b22fd6e324.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_5af058b22fd6e324 +-- problem_id: v2p_m6_47340cba5b348442 +-- realization_mode: agent +-- source_kind: agent +SELECT + "TrafficType", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "TrafficType" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5af32932037e40e0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5af32932037e40e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..05e4de0ee521b245032bfe75ca81c6fad321cfd4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5af32932037e40e0.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_5af32932037e40e0 +-- problem_id: v2p_m6_e0199a09d6faaaf7 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", "BounceRates", + SUM(CAST("Administrative_Duration" AS REAL)) AS total_measure, + SUM(CAST("Administrative_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("Administrative_Duration" AS REAL))) OVER (PARTITION BY "VisitorType") AS share_within_group +FROM "m6" +GROUP BY "VisitorType", "BounceRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5b1f0f2b6310e203.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5b1f0f2b6310e203.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d094a5ced6a7e70aeeadba5dbb60fd3ec11d17e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5b1f0f2b6310e203.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_5b1f0f2b6310e203 +-- problem_id: v2p_m6_7f7aac27bb2092ba +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Region", + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "Region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5cf1eae64033577b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5cf1eae64033577b.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd70a084f5c5eab5e16c9f16538e4af89c57a966 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5cf1eae64033577b.sql @@ -0,0 +1,64 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_5cf1eae64033577b +-- problem_id: v2p_m6_a9212cec4a5dd3de +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Month", + CAST("ProductRelated" AS REAL) AS "measure_value" + FROM "m6" + WHERE "VisitorType" = 'New_Visitor' + AND "ProductRelated" IS NOT NULL + AND TRIM("ProductRelated") <> '' +), +"ordered" AS ( + SELECT + "Month", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "Month" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "Month") AS "cnt" + FROM "filtered" +), +"positions" AS ( + SELECT DISTINCT + "Month", + "cnt", + (1.0 + (0.9 * ("cnt" - 1))) AS "pos", + CAST((1.0 + (0.9 * ("cnt" - 1))) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + (0.9 * ("cnt" - 1))) = CAST((1.0 + (0.9 * ("cnt" - 1))) AS INTEGER) + THEN CAST((1.0 + (0.9 * ("cnt" - 1))) AS INTEGER) + ELSE CAST((1.0 + (0.9 * ("cnt" - 1))) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ordered" +), +"picked" AS ( + SELECT + p."Month", + p."pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure_value" END) AS "lower_val", + MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure_value" END) AS "upper_val" + FROM "positions" p + JOIN "ordered" o + ON o."Month" = p."Month" + GROUP BY p."Month", p."pos", p."lower_rn", p."upper_rn" +) +SELECT + "Month", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_val" + ELSE "lower_val" + (("pos" - "lower_rn") * ("upper_val" - "lower_val")) + END AS "conditional_percentile" +FROM "picked" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5db8e4b81b66b49a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5db8e4b81b66b49a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8ee03e1843a38bfc6ebd6f7c2f01d38377c3832 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5db8e4b81b66b49a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_5db8e4b81b66b49a +-- problem_id: v2p_m6_57d6bbb6ed8b6219 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", AVG(CAST("ProductRelated" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Revenue" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5f2549bc929c295c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5f2549bc929c295c.sql new file mode 100644 index 0000000000000000000000000000000000000000..f4de22dd7099db9febc55649f2e919723e6cb411 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5f2549bc929c295c.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_5f2549bc929c295c +-- problem_id: v2p_m6_7e8d69d54a9cd354 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Region", + CAST("ProductRelated" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Region" + ORDER BY CAST("ProductRelated" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "Region") AS "cnt" + FROM "m6" + WHERE "Region" IS NOT NULL + AND "ProductRelated" IS NOT NULL +), +"picked" AS ( + SELECT + "Region", + "measure_value" + FROM "ranked" + WHERE "rn" = CASE + WHEN CAST("cnt" * 0.9 + 0.999999999 AS INTEGER) < 1 THEN 1 + ELSE CAST("cnt" * 0.9 + 0.999999999 AS INTEGER) + END +) +SELECT + "Region", + "measure_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5f4c5663ea038e35.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5f4c5663ea038e35.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6f538a10e31de93b2daf70107e15ed7ac86b180 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5f4c5663ea038e35.sql @@ -0,0 +1,69 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_5f4c5663ea038e35 +-- problem_id: v2p_m6_ea9d9ec950db8f14 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "Administrative", + "Month", + CAST("Administrative_Duration" AS REAL) AS "measure" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND "Month" IS NOT NULL + AND "Administrative_Duration" IS NOT NULL +), +"ranked" AS ( + SELECT + "Administrative", + "Month", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative", "Month" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative", "Month" + ) AS "cnt" + FROM "base" +), +"median_calc" AS ( + SELECT + "Administrative", + "Month", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Administrative", "Month" +), +"stddev_calc" AS ( + SELECT + "Administrative", + "Month", + COUNT(*) AS "group_size", + CASE + WHEN COUNT(*) > 1 THEN sqrt(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) + ELSE 0.0 + END AS "measure_stddev" + FROM "base" + GROUP BY "Administrative", "Month" +) +SELECT + m."Administrative", + m."Month", + m."median_measure", + s."measure_stddev" +FROM "median_calc" AS m +JOIN "stddev_calc" AS s + ON m."Administrative" = s."Administrative" + AND m."Month" = s."Month" +WHERE s."group_size" >= 5 +ORDER BY m."median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5fc5f95a6a90d300.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5fc5f95a6a90d300.sql new file mode 100644 index 0000000000000000000000000000000000000000..fead4f96b4e0ff5032e70851a75fa9972763b14e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_5fc5f95a6a90d300.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_5fc5f95a6a90d300 +-- problem_id: v2p_m6_638c174a6f5dbb20 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "TrafficType", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "TrafficType" +ORDER BY support ASC, "SpecialDay", "TrafficType" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_6250b3a069449aa4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_6250b3a069449aa4.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c24530b7eb53c327e1c952b21f8ab67fe4419d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_6250b3a069449aa4.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_6250b3a069449aa4 +-- problem_id: v2p_m6_7f88fab29f119a26 +-- realization_mode: agent +-- source_kind: agent +WITH "__filtered" AS ( + SELECT + "Browser", + CAST("BounceRates" AS REAL) AS "__measure" + FROM "m6" + WHERE "Revenue" = 'TRUE' + AND "Browser" IS NOT NULL + AND "BounceRates" IS NOT NULL +), +"__ranked" AS ( + SELECT + "Browser", + "__measure", + ROW_NUMBER() OVER ( + PARTITION BY "Browser" + ORDER BY "__measure" + ) AS "__rn", + COUNT(*) OVER ( + PARTITION BY "Browser" + ) AS "__cnt" + FROM "__filtered" +) +SELECT + "Browser", + "__measure" AS "conditional_percentile" +FROM "__ranked" +WHERE "__rn" = CAST(((9 * "__cnt") + 9) / 10 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_62ed2296e5df13c5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_62ed2296e5df13c5.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b8174f37e1b49a685e471936de0166fa005fff6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_62ed2296e5df13c5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_62ed2296e5df13c5 +-- problem_id: v2p_m6_090d1d2d801d624b +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", + AVG(CASE WHEN "SpecialDay" = '0.6' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Revenue" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_636e4eb3e088848f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_636e4eb3e088848f.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2790ce90ab8fd0427a9a2da1de5213cef8e27ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_636e4eb3e088848f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_636e4eb3e088848f +-- problem_id: v2p_m6_5ee619242d610515 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", COUNT(*) AS support +FROM "m6" +WHERE CAST("BounceRates" AS REAL) >= 0.016813 +GROUP BY "Weekend" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_639a7949b8ef9772.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_639a7949b8ef9772.sql new file mode 100644 index 0000000000000000000000000000000000000000..4509a28b12d15080b6138972ad55908f8c5b214f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_639a7949b8ef9772.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_639a7949b8ef9772 +-- problem_id: v2p_m6_3aef1d241c591143 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", + AVG(CASE WHEN "Revenue" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Weekend" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_64e93369dae0efb0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_64e93369dae0efb0.sql new file mode 100644 index 0000000000000000000000000000000000000000..a17f5998d03e555128a3af5cbc33abc6f0e9d37c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_64e93369dae0efb0.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_64e93369dae0efb0 +-- problem_id: v2p_m6_3a6dbc648526ebaf +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "VisitorType" + FROM "m6" +), +"ranked" AS ( + SELECT + "VisitorType", + CAST("Region" AS REAL) AS "region_value", + ROW_NUMBER() OVER ( + PARTITION BY "VisitorType" + ORDER BY CAST("Region" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "VisitorType" + ) AS "cnt" + FROM "m6" + WHERE "OperatingSystems" = '2' + AND "Region" IS NOT NULL +) +SELECT + "groups"."VisitorType", + MAX( + CASE + WHEN "ranked"."rn" = CAST((0.95 * "ranked"."cnt") + 0.999999 AS INT) + THEN "ranked"."region_value" + END + ) AS "conditional_percentile" +FROM "groups" +LEFT JOIN "ranked" + ON "groups"."VisitorType" = "ranked"."VisitorType" +GROUP BY "groups"."VisitorType" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_65187ccbb330def3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_65187ccbb330def3.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f8f30796312da5fd7af3236e761abefb9721eca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_65187ccbb330def3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_65187ccbb330def3 +-- problem_id: v2p_m6_56638b832ed23de3 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", + AVG(CASE WHEN "OperatingSystems" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_68b1f45995058369.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_68b1f45995058369.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cc39ee088011fc26585c7e9492f263fbbb8bda6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_68b1f45995058369.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_68b1f45995058369 +-- problem_id: v2p_m6_cb1647eea316f2d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", COUNT(*) AS support +FROM "m6" +WHERE CAST("Administrative" AS REAL) >= 4.0 +GROUP BY "Month" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_6a1ce1a4198c2f33.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_6a1ce1a4198c2f33.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff91a74e98d1a0e87c59dcc417bbbe6301e8adb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_6a1ce1a4198c2f33.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_6a1ce1a4198c2f33 +-- problem_id: v2p_m6_87704ac60da91c78 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "TrafficType" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_6b12eabf67a3b84f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_6b12eabf67a3b84f.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea7bd43a4bc40ea058194dbed031d75e2e93123f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_6b12eabf67a3b84f.sql @@ -0,0 +1,50 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_6b12eabf67a3b84f +-- problem_id: v2p_m6_a76e6686324c2e62 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Revenue", + CAST("Administrative" AS REAL) AS "Administrative" + FROM "m6" + WHERE "Weekend" = 'FALSE' +), +"ranked" AS ( + SELECT + "Revenue", + "Administrative", + ROW_NUMBER() OVER ( + PARTITION BY "Revenue" + ORDER BY "Administrative" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Revenue" + ) AS "cnt" + FROM "filtered" +), +"picked" AS ( + SELECT + "Revenue", + "Administrative", + ROW_NUMBER() OVER ( + PARTITION BY "Revenue" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "Revenue", + "Administrative" AS "conditional_percentile" +FROM "picked" +WHERE "pick_rank" = 1 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_6fe04b31b24a9a5f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_6fe04b31b24a9a5f.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce211d4561f5cec5a963f1f40e752ffe3a8ee69a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_6fe04b31b24a9a5f.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_6fe04b31b24a9a5f +-- problem_id: v2p_m6_11556ad0300abba8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "VisitorType", + "Revenue", + AVG(CASE WHEN rn IN (mid1, mid2) THEN browser_value END) AS median_measure, + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG(browser_value * browser_value) - AVG(browser_value) * AVG(browser_value)) + ELSE 0 + END AS measure_stddev +FROM ( + SELECT + "VisitorType", + "Revenue", + CAST("Browser" AS REAL) AS browser_value, + ROW_NUMBER() OVER ( + PARTITION BY "VisitorType", "Revenue" + ORDER BY CAST("Browser" AS REAL) + ) AS rn, + COUNT(*) OVER ( + PARTITION BY "VisitorType", "Revenue" + ) AS cnt, + (COUNT(*) OVER ( + PARTITION BY "VisitorType", "Revenue" + ) + 1) / 2 AS mid1, + (COUNT(*) OVER ( + PARTITION BY "VisitorType", "Revenue" + ) + 2) / 2 AS mid2 + FROM "m6" + WHERE "Browser" IS NOT NULL +) AS ranked +GROUP BY "VisitorType", "Revenue" +ORDER BY median_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_706ef6f080226cb0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_706ef6f080226cb0.sql new file mode 100644 index 0000000000000000000000000000000000000000..aafb8ce6f964fa6df155e7bacff9ecd513a3b556 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_706ef6f080226cb0.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_706ef6f080226cb0 +-- problem_id: v2p_m6_3972922b8cf23159 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Administrative" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Administrative" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_714ee3dcf8b8d756.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_714ee3dcf8b8d756.sql new file mode 100644 index 0000000000000000000000000000000000000000..f976abb91b2d38b5bbe36d1fa1316bdb8237bffe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_714ee3dcf8b8d756.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_714ee3dcf8b8d756 +-- problem_id: v2p_m6_b9381c24f2f21037 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Region", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Region" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_71cd477a24a6a8af.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_71cd477a24a6a8af.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa1a49e57a2a74ef71476492cdc13d2e0e4bf620 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_71cd477a24a6a8af.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_71cd477a24a6a8af +-- problem_id: v2p_m6_e7d549b566850f0d +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", AVG(CAST("Region" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "OperatingSystems" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_742e679701504cca.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_742e679701504cca.sql new file mode 100644 index 0000000000000000000000000000000000000000..3b42518f453aad2b8d524aec43d93f83d64d8c58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_742e679701504cca.sql @@ -0,0 +1,60 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_742e679701504cca +-- problem_id: v2p_m6_2fbb03692045cdb2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Weekend", + CAST("OperatingSystems" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend" + ORDER BY CAST("OperatingSystems" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "Weekend") AS "cnt" + FROM "m6" + WHERE "Weekend" IS NOT NULL + AND "OperatingSystems" IS NOT NULL +), +"positions" AS ( + SELECT DISTINCT + "Weekend", + "cnt", + (1.0 + 0.9 * ("cnt" - 1)) AS "target_pos", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) AS "lo_pos", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) > CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) THEN 1 + ELSE 0 + END AS "hi_pos" + FROM "ranked" +), +"picked" AS ( + SELECT + r."Weekend", + p."target_pos", + p."lo_pos", + p."hi_pos", + MAX(CASE WHEN r."rn" = p."lo_pos" THEN r."measure_value" END) AS "lo_value", + MAX(CASE WHEN r."rn" = p."hi_pos" THEN r."measure_value" END) AS "hi_value" + FROM "ranked" r + JOIN "positions" p + ON r."Weekend" = p."Weekend" + GROUP BY r."Weekend", p."target_pos", p."lo_pos", p."hi_pos" +) +SELECT + "Weekend", + CASE + WHEN "lo_pos" = "hi_pos" THEN "lo_value" + ELSE "lo_value" + ("target_pos" - "lo_pos") * ("hi_value" - "lo_value") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_761bca496462b231.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_761bca496462b231.sql new file mode 100644 index 0000000000000000000000000000000000000000..3538dd7596f022fc180743682cca537956504476 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_761bca496462b231.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_761bca496462b231 +-- problem_id: v2p_m6_6522275cfa7164bf +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Region", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Region" +ORDER BY support ASC, "SpecialDay", "Region" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_763a1d82971ee235.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_763a1d82971ee235.sql new file mode 100644 index 0000000000000000000000000000000000000000..36c803f20f1cd1dd7b5910a352d6286f0fc6554f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_763a1d82971ee235.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_763a1d82971ee235 +-- problem_id: v2p_m6_ff9366e92f5e79cb +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", SUM(CAST("OperatingSystems" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("BounceRates" AS REAL) >= 0.016813 +GROUP BY "Browser" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_769c5636d17bbbad.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_769c5636d17bbbad.sql new file mode 100644 index 0000000000000000000000000000000000000000..156368a8f90a29ff0bca0d4e50c6b4263a227445 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_769c5636d17bbbad.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_769c5636d17bbbad +-- problem_id: v2p_m6_18b019a81a776b7e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Weekend" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Weekend" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_76cc5f983435cb67.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_76cc5f983435cb67.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc278a5a4ce26ae81a81ecac06a8a450e0d71e7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_76cc5f983435cb67.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_76cc5f983435cb67 +-- problem_id: v2p_m6_c698a60ee8517da5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "VisitorType", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "VisitorType" +ORDER BY support ASC, "SpecialDay", "VisitorType" +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_7832a62d58a74fb1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_7832a62d58a74fb1.sql new file mode 100644 index 0000000000000000000000000000000000000000..34684e161be6fbc4f2c5eb873f4cc5f2e69e3683 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_7832a62d58a74fb1.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_7832a62d58a74fb1 +-- problem_id: v2p_m6_41791e253300c308 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", SUM(CAST("Informational" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Browser" AS REAL) >= 2.0 +GROUP BY "Administrative" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_797e62764e4b5bca.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_797e62764e4b5bca.sql new file mode 100644 index 0000000000000000000000000000000000000000..c10ca52392217915b1926a46b8ec37d9b5b41b0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_797e62764e4b5bca.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_797e62764e4b5bca +-- problem_id: v2p_m6_88c74754dcb03878 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "BounceRates", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "BounceRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_79c6bbe4f8fa53f4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_79c6bbe4f8fa53f4.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5654c8f0e6e407a54c9ce73bad42bb63f2b4e65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_79c6bbe4f8fa53f4.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_79c6bbe4f8fa53f4 +-- problem_id: v2p_m6_aae840f725483529 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "VisitorType", + CAST("Region" AS REAL) AS "Region" + FROM "m6" + WHERE "OperatingSystems" = '1' +), +"ranked" AS ( + SELECT + "VisitorType", + "Region", + ROW_NUMBER() OVER ( + PARTITION BY "VisitorType" + ORDER BY "Region" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "VisitorType" + ) AS "cnt" + FROM "filtered" +) +SELECT + "VisitorType", + MIN("Region") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= ((9 * "cnt") + 9) / 10 +GROUP BY "VisitorType" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_7a5da5128f515649.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_7a5da5128f515649.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ebd29f06a54197ea38ab9cfaac004be0c6077f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_7a5da5128f515649.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_7a5da5128f515649 +-- problem_id: v2p_m6_7c08dff621d23925 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "SpecialDay" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_7dd761464cfbe7a8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_7dd761464cfbe7a8.sql new file mode 100644 index 0000000000000000000000000000000000000000..37456276901c2ad2750f6eb3b5f7487e8fa02df1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_7dd761464cfbe7a8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_7dd761464cfbe7a8 +-- problem_id: v2p_m6_dfd23a0590a0971e +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Informational" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8060dc8e9c73e4ab.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8060dc8e9c73e4ab.sql new file mode 100644 index 0000000000000000000000000000000000000000..75f0049e833b205f16cc22d94bd37a144f68202f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8060dc8e9c73e4ab.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_8060dc8e9c73e4ab +-- problem_id: v2p_m6_86690a8a85635588 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", "BounceRates", + SUM(CAST("Administrative_Duration" AS REAL)) AS total_measure, + SUM(CAST("Administrative_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("Administrative_Duration" AS REAL))) OVER (PARTITION BY "VisitorType") AS share_within_group +FROM "m6" +GROUP BY "VisitorType", "BounceRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_813ee2043ff77cb3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_813ee2043ff77cb3.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd085f5a4d3d80456318d251046fb7a3408aad12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_813ee2043ff77cb3.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_813ee2043ff77cb3 +-- problem_id: v2p_m6_6175b02c8cde910b +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", COUNT(*) AS support +FROM "m6" +WHERE CAST("ProductRelated_Duration" AS REAL) >= 1464.157214 +GROUP BY "VisitorType" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_827f75d4311b478b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_827f75d4311b478b.sql new file mode 100644 index 0000000000000000000000000000000000000000..939c1da6aa53b491ac321d382a2e066d842ed3b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_827f75d4311b478b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_827f75d4311b478b +-- problem_id: v2p_m6_7a8b61825f3ed840 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "BounceRates", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "BounceRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_82ea2041ff6c2af9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_82ea2041ff6c2af9.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e3576bf19e957af8ae160f9d90c555500e88564 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_82ea2041ff6c2af9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_82ea2041ff6c2af9 +-- problem_id: v2p_m6_60c42108035a7c4e +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", SUM(CAST("TrafficType" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("SpecialDay" AS REAL) >= 0.0 +GROUP BY "VisitorType" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8351c0bb8a32dbe7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8351c0bb8a32dbe7.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ea1c4ed50c4f3902416307882c05e0b1997b744 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8351c0bb8a32dbe7.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_8351c0bb8a32dbe7 +-- problem_id: v2p_m6_6a98a4701fcef3e0 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Revenue", + CAST("Browser" AS REAL) AS "browser_value", + ROW_NUMBER() OVER ( + PARTITION BY "Revenue" + ORDER BY CAST("Browser" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Revenue" + ) AS "cnt" + FROM "m6" + WHERE "Revenue" IS NOT NULL + AND "Browser" IS NOT NULL +) +SELECT + "Revenue", + MIN("browser_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) +GROUP BY "Revenue" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_869158cf99943dd6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_869158cf99943dd6.sql new file mode 100644 index 0000000000000000000000000000000000000000..364a38af7b147bc20340b098b101874f70ff5152 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_869158cf99943dd6.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_869158cf99943dd6 +-- problem_id: v2p_m6_aae4d72100dd4455 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", COUNT(*) AS support +FROM "m6" +WHERE "Weekend" = 'FALSE' +GROUP BY "Informational" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_887d5982158adf90.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_887d5982158adf90.sql new file mode 100644 index 0000000000000000000000000000000000000000..07e81b5a415f9bcaa2336a96b88fdf53147e8ab0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_887d5982158adf90.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_887d5982158adf90 +-- problem_id: v2p_m6_a5964cb42f5cacb7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", SUM(CAST("PageValues" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ProductRelated" AS REAL) >= 38.0 +GROUP BY "Month" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_889766262e92555b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_889766262e92555b.sql new file mode 100644 index 0000000000000000000000000000000000000000..a86fa71c1b1e66569c59ddee897a7ebd1afe4b77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_889766262e92555b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_889766262e92555b +-- problem_id: v2p_m6_ba3733c72e9c8171 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", "PageValues", + SUM(CAST("Informational_Duration" AS REAL)) AS total_measure, + SUM(CAST("Informational_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("Informational_Duration" AS REAL))) OVER (PARTITION BY "Revenue") AS share_within_group +FROM "m6" +GROUP BY "Revenue", "PageValues" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8a316c8d88d18711.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8a316c8d88d18711.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbb4c672aff4dee4f1f0283380adaed5225875cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8a316c8d88d18711.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_8a316c8d88d18711 +-- problem_id: v2p_m6_85580cdb3241ec3b +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", COUNT(*) AS support +FROM "m6" +WHERE CAST("Administrative" AS REAL) >= 4.0 +GROUP BY "TrafficType" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8c4ba584b152a24a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8c4ba584b152a24a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2fbfd6a655eb18204f087471373bdc32745cdb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8c4ba584b152a24a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_8c4ba584b152a24a +-- problem_id: v2p_m6_59a461d4d8b18112 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", + AVG(CASE WHEN "SpecialDay" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Browser" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8d4d69a765c8fbf0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8d4d69a765c8fbf0.sql new file mode 100644 index 0000000000000000000000000000000000000000..e9d35579b0d2aa71b57b50a8f2b61865920cfb0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8d4d69a765c8fbf0.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_8d4d69a765c8fbf0 +-- problem_id: v2p_m6_8e27b813ad7f10d2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Informational", + CAST("TrafficType" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Informational" + ORDER BY CAST("TrafficType" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Informational" + ) AS "cnt" + FROM "m6" + WHERE "Informational" IS NOT NULL + AND "TrafficType" IS NOT NULL +), +"picked" AS ( + SELECT + "Informational", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") AS INTEGER) + OR "rn" = CAST((0.9 * "cnt") AS INTEGER) + CASE WHEN (0.9 * "cnt") > CAST((0.9 * "cnt") AS INTEGER) THEN 1 ELSE 0 END +) +SELECT + "Informational", + MIN("measure_value") AS "percentile_measure" +FROM "picked" +GROUP BY "Informational" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8d8003197b4db653.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8d8003197b4db653.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab236c79cd00408d3f5d1ab019b1f11e71a1b178 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8d8003197b4db653.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_8d8003197b4db653 +-- problem_id: v2p_m6_3897018247a3e7b7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Revenue", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Revenue" +ORDER BY support ASC, "SpecialDay", "Revenue" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8ecad60e1adf06cd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8ecad60e1adf06cd.sql new file mode 100644 index 0000000000000000000000000000000000000000..efeaacc464b1524c602e9c69a62037532c137cc5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_8ecad60e1adf06cd.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_8ecad60e1adf06cd +-- problem_id: v2p_m6_5cb51610225e4f87 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", + AVG(CASE WHEN "Revenue" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Weekend" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9070e8c97a71a326.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9070e8c97a71a326.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f33d4859fc1e973b6f4d8453b8f52c2392e7581 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9070e8c97a71a326.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_9070e8c97a71a326 +-- problem_id: v2p_m6_b90a156a26f16e15 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Month", + "Browser", + COUNT(*) AS support +FROM "m6" +GROUP BY "Month", "Browser" +ORDER BY support ASC, "Month", "Browser" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_919b3bc26a0e7f1e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_919b3bc26a0e7f1e.sql new file mode 100644 index 0000000000000000000000000000000000000000..eccf28797e33c87cc4ce089539adc8b3ba13ef1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_919b3bc26a0e7f1e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_919b3bc26a0e7f1e +-- problem_id: v2p_m6_e015ac348a0f56bd +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", "ProductRelated", + SUM(CAST("PageValues" AS REAL)) AS total_measure, + SUM(CAST("PageValues" AS REAL)) * 100.0 / SUM(SUM(CAST("PageValues" AS REAL))) OVER (PARTITION BY "OperatingSystems") AS share_within_group +FROM "m6" +GROUP BY "OperatingSystems", "ProductRelated" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9317f5990c6460e4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9317f5990c6460e4.sql new file mode 100644 index 0000000000000000000000000000000000000000..54dacabf8b3c5ba258c251bfae08fe5ac1e15894 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9317f5990c6460e4.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_9317f5990c6460e4 +-- problem_id: v2p_m6_27d7af892a0feb8c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Informational_Duration", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "Informational_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_93b079229c5b3cff.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_93b079229c5b3cff.sql new file mode 100644 index 0000000000000000000000000000000000000000..5be49e7a502da88aa7b1302fc5ce0ea98acfaf27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_93b079229c5b3cff.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_93b079229c5b3cff +-- problem_id: v2p_m6_82fe97fa40869024 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Browser", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "SpecialDay", "Browser" +ORDER BY "target_rate" DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_93c3d8c420a90f0f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_93c3d8c420a90f0f.sql new file mode 100644 index 0000000000000000000000000000000000000000..383290a90d8254b136f2bc61513bb57bc37ab596 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_93c3d8c420a90f0f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_93c3d8c420a90f0f +-- problem_id: v2p_m6_ca4951b30df0819f +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Revenue", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "Revenue" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_940fdbe034ff5be2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_940fdbe034ff5be2.sql new file mode 100644 index 0000000000000000000000000000000000000000..7790f4d352a093daa081318fbb08b5e20282c104 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_940fdbe034ff5be2.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_940fdbe034ff5be2 +-- problem_id: v2p_m6_9f626e0928ddf28b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ExitRates", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "ExitRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_953de3cfed2ac8cb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_953de3cfed2ac8cb.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3fa0f83a678501778c666885b141c700afaa84b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_953de3cfed2ac8cb.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_953de3cfed2ac8cb +-- problem_id: v2p_m6_d0fcfa8dd6c81826 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "TrafficType", + CAST("ProductRelated_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "TrafficType" + ORDER BY CAST("ProductRelated_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "TrafficType" + ) AS "cnt" + FROM "m6" + WHERE "TrafficType" IS NOT NULL + AND "ProductRelated_Duration" IS NOT NULL +), +"percentile_point" AS ( + SELECT + "TrafficType", + MIN("measure_value") AS "percentile_measure" + FROM "ranked" + WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) + GROUP BY "TrafficType" +) +SELECT + "TrafficType", + "percentile_measure" +FROM "percentile_point" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_959ce3ed3e3d3cb9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_959ce3ed3e3d3cb9.sql new file mode 100644 index 0000000000000000000000000000000000000000..594dabd2fd4d0fd24ab8ea402715be06a8abcd0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_959ce3ed3e3d3cb9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_959ce3ed3e3d3cb9 +-- problem_id: v2p_m6_d30a9e6f1c45b95a +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", "Informational_Duration", + SUM(CAST("ExitRates" AS REAL)) AS total_measure, + SUM(CAST("ExitRates" AS REAL)) * 100.0 / SUM(SUM(CAST("ExitRates" AS REAL))) OVER (PARTITION BY "Month") AS share_within_group +FROM "m6" +GROUP BY "Month", "Informational_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_95b7b835246f4a2f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_95b7b835246f4a2f.sql new file mode 100644 index 0000000000000000000000000000000000000000..46dfcf1dcc8b83d2817eaaa0096b0307391155ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_95b7b835246f4a2f.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_95b7b835246f4a2f +-- problem_id: v2p_m6_6e15bf484fd20df9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "TrafficType", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "TrafficType" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_96f9c23dee5af0f4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_96f9c23dee5af0f4.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5efc65f59d80a42b6758f30b8d8dd1ef6ade8ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_96f9c23dee5af0f4.sql @@ -0,0 +1,51 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_96f9c23dee5af0f4 +-- problem_id: v2p_m6_71b9ddfe1e46a639 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "Region", + "Revenue", + CAST("BounceRates" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Region", "Revenue" + ORDER BY CAST("BounceRates" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Region", "Revenue" + ) AS "cnt", + AVG(CAST("BounceRates" AS REAL)) OVER ( + PARTITION BY "Region", "Revenue" + ) AS "avg_measure" + FROM "m6" + WHERE "BounceRates" IS NOT NULL +), "stats" AS ( + SELECT + "Region", + "Revenue", + AVG(CASE + WHEN "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) THEN "measure" + END) AS "median_measure", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG("measure" * "measure") - MAX("avg_measure") * MAX("avg_measure")) + ELSE NULL + END AS "measure_stddev" + FROM "ordered" + GROUP BY "Region", "Revenue" +) +SELECT + "Region", + "Revenue", + "median_measure", + "measure_stddev" +FROM "stats" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_979a339a80ac5e6c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_979a339a80ac5e6c.sql new file mode 100644 index 0000000000000000000000000000000000000000..97142e962eff5d76a3314fc8222b97dc8aa7047c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_979a339a80ac5e6c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_979a339a80ac5e6c +-- problem_id: v2p_m6_89e4c300aa7c5e80 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Informational_Duration", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "Informational_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_97f3b9eb4884839b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_97f3b9eb4884839b.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b5ccbb020293c8d58166676f78766022e5cb6a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_97f3b9eb4884839b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_97f3b9eb4884839b +-- problem_id: v2p_m6_566e322b71d1c647 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "TrafficType", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "SpecialDay", "TrafficType" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9829a856525c11a8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9829a856525c11a8.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee3cb20e08fe26f042c5100b4e15f3267b9af8b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9829a856525c11a8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_9829a856525c11a8 +-- problem_id: v2p_m6_48a2734e483481a8 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", SUM(CAST("Administrative_Duration" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("OperatingSystems" AS REAL) >= 3.0 +GROUP BY "Revenue" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_98309a01a25338ef.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_98309a01a25338ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..a49af7725f4689a4785fd1552bb299546eba3ea7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_98309a01a25338ef.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_98309a01a25338ef +-- problem_id: v2p_m6_344cba76d309ed70 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Informational" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Informational" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_98e11186cd02f76c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_98e11186cd02f76c.sql new file mode 100644 index 0000000000000000000000000000000000000000..c2e8279ad8b78d67cfbed9ad3f057e3564f21731 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_98e11186cd02f76c.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_98e11186cd02f76c +-- problem_id: v2p_m6_5f63b8eef8d5a2fd +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "VisitorType" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "VisitorType" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_98fdc261ccc77dda.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_98fdc261ccc77dda.sql new file mode 100644 index 0000000000000000000000000000000000000000..975d1900f463d6bf25e441b6c2d9f975237cfe2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_98fdc261ccc77dda.sql @@ -0,0 +1,50 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_98fdc261ccc77dda +-- problem_id: v2p_m6_c62d3e42967ac0b9 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "OperatingSystems", + CAST("ProductRelated_Duration" AS REAL) AS "measure" + FROM "m6" + WHERE "Weekend" = 'FALSE' + AND "ProductRelated_Duration" IS NOT NULL +), +"ranked" AS ( + SELECT + "OperatingSystems", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems" + ) AS "cnt" + FROM "filtered" +), +"picked" AS ( + SELECT + "OperatingSystems", + "measure", + "cnt", + CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "OperatingSystems", + MIN("measure") AS "conditional_percentile" +FROM "picked" +WHERE "rn" >= "target_rn" +GROUP BY "OperatingSystems" +HAVING COUNT(*) >= 1 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_99341bf990fbd5f5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_99341bf990fbd5f5.sql new file mode 100644 index 0000000000000000000000000000000000000000..87af4970eb61bbf93a445d9626796550b657a80e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_99341bf990fbd5f5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_99341bf990fbd5f5 +-- problem_id: v2p_m6_eeedc1304985ca78 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", SUM(CAST("OperatingSystems" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Informational" AS REAL) >= 0.0 +GROUP BY "Browser" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9a0b3e95b1d9e203.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9a0b3e95b1d9e203.sql new file mode 100644 index 0000000000000000000000000000000000000000..667f27c5deff6254354f7613ee0297ddd49e3817 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9a0b3e95b1d9e203.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_9a0b3e95b1d9e203 +-- problem_id: v2p_m6_b65a7619fab4d7a0 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", SUM(CAST("Administrative" AS NUMERIC)) AS total_measure +FROM "m6" +WHERE CAST("BounceRates" AS NUMERIC) >= 0.016813 +GROUP BY "Weekend" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9aeecc055be01fbb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9aeecc055be01fbb.sql new file mode 100644 index 0000000000000000000000000000000000000000..a06327bb2436431e4dc6786d4ef3542c5def8c83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9aeecc055be01fbb.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_9aeecc055be01fbb +-- problem_id: v2p_m6_a4a0addb7fcfef0b +-- realization_mode: agent +-- source_kind: agent +SELECT + "Informational", + "Administrative", + SUM(CAST("ProductRelated_Duration" AS REAL)) AS total_measure, + SUM(CAST("ProductRelated_Duration" AS REAL)) * 100.0 + / SUM(SUM(CAST("ProductRelated_Duration" AS REAL))) OVER (PARTITION BY "Informational") AS share_within_group +FROM "m6" +GROUP BY "Informational", "Administrative" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9c0f42979fa5027e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9c0f42979fa5027e.sql new file mode 100644 index 0000000000000000000000000000000000000000..5941a1780de962f826be022985df0a01d4282d76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9c0f42979fa5027e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_9c0f42979fa5027e +-- problem_id: v2p_m6_cad63caafb3af439 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ExitRates", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "ExitRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9d99ea7321324987.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9d99ea7321324987.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d73843deed3b6bb1bbfc2c67ddcd868322bb346 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9d99ea7321324987.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_9d99ea7321324987 +-- problem_id: v2p_m6_836f16c893b2aec1 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "PageValues", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "PageValues" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9db47cd60578fbb3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9db47cd60578fbb3.sql new file mode 100644 index 0000000000000000000000000000000000000000..988d683ac4cd07d2d8a01aa86bf94d7cc300fcbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9db47cd60578fbb3.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_9db47cd60578fbb3 +-- problem_id: v2p_m6_618ffc4e4dbedd3e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative_Duration", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "Administrative_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9e72f4aeb54952c9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9e72f4aeb54952c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..8acea9009afc905dbeb85af08a95086ace14566c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_9e72f4aeb54952c9.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_9e72f4aeb54952c9 +-- problem_id: v2p_m6_26d48ebe82ea561e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "TrafficType" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "TrafficType" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_a0fc9af34a1bcbdb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_a0fc9af34a1bcbdb.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ea07161e69dc152eb480fd0a7818d7fca3678f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_a0fc9af34a1bcbdb.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_a0fc9af34a1bcbdb +-- problem_id: v2p_m6_935bcff07682cb12 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", COUNT(*) AS support +FROM "m6" +WHERE CAST("ProductRelated" AS REAL) >= 38.0 +GROUP BY "TrafficType" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_a133cdad28eceb62.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_a133cdad28eceb62.sql new file mode 100644 index 0000000000000000000000000000000000000000..abfc8a821a7e9f911510c414f1a4262fefbf0734 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_a133cdad28eceb62.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_a133cdad28eceb62 +-- problem_id: v2p_m6_6a5043b0f1fc8de4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "ProductRelated" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_a1986e03cd7b14e8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_a1986e03cd7b14e8.sql new file mode 100644 index 0000000000000000000000000000000000000000..426f7638fb23d2a3e34adc43f9c108a31f56862a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_a1986e03cd7b14e8.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_a1986e03cd7b14e8 +-- problem_id: v2p_m6_7ac425fb6f4e0b9c +-- realization_mode: agent +-- source_kind: agent +SELECT + "Informational", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Informational" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_a1c4b71b70747d6a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_a1c4b71b70747d6a.sql new file mode 100644 index 0000000000000000000000000000000000000000..9629fe1fe7fe1141c1ceb3aa75edd65d66a4114b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_a1c4b71b70747d6a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_a1c4b71b70747d6a +-- problem_id: v2p_m6_01c93bd4ba41d7c8 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", SUM(CAST("ProductRelated" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("TrafficType" AS REAL) >= 4.0 +GROUP BY "SpecialDay" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_aa807bceb3c0ee72.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_aa807bceb3c0ee72.sql new file mode 100644 index 0000000000000000000000000000000000000000..84b78395eb5748bc7d47e48c75cce528b2993807 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_aa807bceb3c0ee72.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_aa807bceb3c0ee72 +-- problem_id: v2p_m6_44873be78986b5d3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "PageValues", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "PageValues" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_aaf8de53e0549e97.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_aaf8de53e0549e97.sql new file mode 100644 index 0000000000000000000000000000000000000000..81f13907bd6e3d224eb396c5e32ccd8f806b43fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_aaf8de53e0549e97.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_aaf8de53e0549e97 +-- problem_id: v2p_m6_1ce09cd04903f0ba +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", COUNT(*) AS support +FROM "m6" +WHERE CAST("Region" AS REAL) >= 4.0 +GROUP BY "SpecialDay" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ab9163a194bf44e0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ab9163a194bf44e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..a885beca38881aed853a4aba82e01b4f3fb0090e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ab9163a194bf44e0.sql @@ -0,0 +1,61 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_ab9163a194bf44e0 +-- problem_id: v2p_m6_9ca99d229d77c8c4 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Weekend", + "Revenue", + CAST("Region" AS REAL) AS "region_value", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend", "Revenue" + ORDER BY CAST("Region" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Weekend", "Revenue" + ) AS "cnt", + AVG(CAST("Region" AS REAL)) OVER ( + PARTITION BY "Weekend", "Revenue" + ) AS "avg_value", + AVG(CAST("Region" AS REAL) * CAST("Region" AS REAL)) OVER ( + PARTITION BY "Weekend", "Revenue" + ) AS "avg_square" + FROM "m6" +), +"grouped" AS ( + SELECT + "Weekend", + "Revenue", + AVG( + CASE + WHEN "rn" IN ( + CAST(("cnt" + 1) / 2 AS INTEGER), + CAST(("cnt" + 2) / 2 AS INTEGER) + ) THEN "region_value" + END + ) AS "median_measure", + CASE + WHEN (MAX("avg_square") - MAX("avg_value") * MAX("avg_value")) <= 0 THEN 0.0 + ELSE SQRT(MAX("avg_square") - MAX("avg_value") * MAX("avg_value")) + END AS "measure_stddev", + MAX("cnt") AS "group_size" + FROM "ranked" + GROUP BY "Weekend", "Revenue" +) +SELECT + "Weekend", + "Revenue", + "median_measure", + "measure_stddev" +FROM "grouped" +WHERE "group_size" >= 5 +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ac1577386dfa2749.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ac1577386dfa2749.sql new file mode 100644 index 0000000000000000000000000000000000000000..f96859cd92688d224c4a7328daa5d16f1f2bff86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ac1577386dfa2749.sql @@ -0,0 +1,55 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_ac1577386dfa2749 +-- problem_id: v2p_m6_690ce1618192eb3a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "VisitorType", + "Weekend", + CAST("OperatingSystems" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "VisitorType", "Weekend" + ORDER BY CAST("OperatingSystems" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "VisitorType", "Weekend" + ) AS "cnt", + AVG(CAST("OperatingSystems" AS REAL)) OVER ( + PARTITION BY "VisitorType", "Weekend" + ) AS "avg_measure", + AVG(CAST("OperatingSystems" AS REAL) * CAST("OperatingSystems" AS REAL)) OVER ( + PARTITION BY "VisitorType", "Weekend" + ) AS "avg_sq" + FROM "m6" + WHERE "VisitorType" IS NOT NULL + AND "Weekend" IS NOT NULL + AND "OperatingSystems" IS NOT NULL +), +"aggregated" AS ( + SELECT + "VisitorType", + "Weekend", + AVG(CASE WHEN "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) THEN "measure" END) AS "median_measure", + MAX(CASE + WHEN ("avg_sq" - ("avg_measure" * "avg_measure")) < 0 THEN 0 + ELSE ("avg_sq" - ("avg_measure" * "avg_measure")) + END) AS "variance_measure" + FROM "ranked" + GROUP BY "VisitorType", "Weekend" +) +SELECT + "VisitorType", + "Weekend", + "median_measure", + SQRT("variance_measure") AS "measure_stddev" +FROM "aggregated" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ac4574d2f1bc5f89.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ac4574d2f1bc5f89.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c12931336ea056c40dbca80709b98b450747073 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ac4574d2f1bc5f89.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_ac4574d2f1bc5f89 +-- problem_id: v2p_m6_1b3ec8b1601337fb +-- realization_mode: agent +-- source_kind: agent +SELECT + "Revenue", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Revenue" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ad2cebbe86760812.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ad2cebbe86760812.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf875e1860aeca6883597f053246746b146ed72f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ad2cebbe86760812.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_ad2cebbe86760812 +-- problem_id: v2p_m6_aee7596a4499ebcf +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "SpecialDay" AS "SpecialDay", + CAST("Administrative" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "SpecialDay" + ORDER BY CAST("Administrative" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "SpecialDay" + ) AS "cnt" + FROM "m6" + WHERE "SpecialDay" IS NOT NULL + AND "Administrative" IS NOT NULL +) +SELECT + "SpecialDay", + MIN("measure_value") AS "percentile_measure" +FROM "ordered" +WHERE "rn" >= CAST(((95 * "cnt") + 99) / 100 AS INT) +GROUP BY "SpecialDay" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ad380fa5ff4087f6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ad380fa5ff4087f6.sql new file mode 100644 index 0000000000000000000000000000000000000000..55947968061fc5c5163df330bba6da6b4f27b23e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ad380fa5ff4087f6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_ad380fa5ff4087f6 +-- problem_id: v2p_m6_673d3c77f0612a9f +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", + AVG(CASE WHEN "OperatingSystems" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Administrative" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b02c7ee03a2f0ae8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b02c7ee03a2f0ae8.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1228c62865c2f178f799d4db5541014a6f7cd40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b02c7ee03a2f0ae8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_b02c7ee03a2f0ae8 +-- problem_id: v2p_m6_11c5ad9c68931bc6 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", SUM(CAST("ProductRelated" AS REAL)) AS total_measure +FROM "m6" +WHERE "Month" = 'Aug' +GROUP BY "SpecialDay" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b0c9bb83175dcf10.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b0c9bb83175dcf10.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b8b1c40fd5c9c174afdf8a6dd845fce06c3e687 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b0c9bb83175dcf10.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_b0c9bb83175dcf10 +-- problem_id: v2p_m6_da40372a99968b08 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Administrative" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b1b4da085eda8031.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b1b4da085eda8031.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cec55899a7aaa742b0f5560edbb7c1815f97bae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b1b4da085eda8031.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_b1b4da085eda8031 +-- problem_id: v2p_m6_c22bf5e7d4a717c2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "TrafficType" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "TrafficType" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b55f8f407248322e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b55f8f407248322e.sql new file mode 100644 index 0000000000000000000000000000000000000000..a660b153bb5c66e3f8d2c0312cb665638c80498c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b55f8f407248322e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_b55f8f407248322e +-- problem_id: v2p_m6_761e5c94caf74cb6 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "TrafficType" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b57fa8c90ee8606d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b57fa8c90ee8606d.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff3fd96e8eac199a832384a8d14092af36280093 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b57fa8c90ee8606d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_b57fa8c90ee8606d +-- problem_id: v2p_m6_05b3716566185b10 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", "ExitRates", + SUM(CAST("Informational" AS REAL)) AS total_measure, + SUM(CAST("Informational" AS REAL)) * 100.0 / SUM(SUM(CAST("Informational" AS REAL))) OVER (PARTITION BY "Weekend") AS share_within_group +FROM "m6" +GROUP BY "Weekend", "ExitRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b5898724d820e606.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b5898724d820e606.sql new file mode 100644 index 0000000000000000000000000000000000000000..96e546ba7e44c04a094a356ad0aabf11bd3e1118 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b5898724d820e606.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_b5898724d820e606 +-- problem_id: v2p_m6_5b6815071477950d +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", AVG(CAST("Informational" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "VisitorType" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b59006990bed950c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b59006990bed950c.sql new file mode 100644 index 0000000000000000000000000000000000000000..059ad2fa91750763afda1b0e7a24b5ece4f23797 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b59006990bed950c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_b59006990bed950c +-- problem_id: v2p_m6_ef7191d283f4c2c8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Month", + "OperatingSystems", + COUNT(*) AS support +FROM "m6" +GROUP BY "Month", "OperatingSystems" +ORDER BY support ASC, "Month", "OperatingSystems" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b5cb753f5bc620f2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b5cb753f5bc620f2.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d92a177dc7733a04cf99f797eea046a44002452 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b5cb753f5bc620f2.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_b5cb753f5bc620f2 +-- problem_id: v2p_m6_df19480f650109e9 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", AVG(CAST("Informational_Duration" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Weekend" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b5f70f0d9d5dddcf.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b5f70f0d9d5dddcf.sql new file mode 100644 index 0000000000000000000000000000000000000000..88acdea9b8d22cc82c87eb77a8cd80693bd783ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b5f70f0d9d5dddcf.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_b5f70f0d9d5dddcf +-- problem_id: v2p_m6_41b2e20152f2640f +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", "ProductRelated", + SUM(CAST("PageValues" AS REAL)) AS total_measure, + SUM(CAST("PageValues" AS REAL)) * 100.0 / SUM(SUM(CAST("PageValues" AS REAL))) OVER (PARTITION BY "OperatingSystems") AS share_within_group +FROM "m6" +GROUP BY "OperatingSystems", "ProductRelated" +ORDER BY share_within_group DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b730d69b05dfde9f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b730d69b05dfde9f.sql new file mode 100644 index 0000000000000000000000000000000000000000..03e7cb68bed2c9df4fc1be14848463a1d0ac50ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b730d69b05dfde9f.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_b730d69b05dfde9f +-- problem_id: v2p_m6_8e34263815f1c617 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Informational", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Informational" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b7ed5940f2b1d537.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b7ed5940f2b1d537.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0b597c63510ed49440c4b7fb8510bf1fe3caf0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b7ed5940f2b1d537.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_b7ed5940f2b1d537 +-- problem_id: v2p_m6_1c0842457c8bdd13 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Month", + "Browser", + COUNT(*) AS support +FROM "m6" +GROUP BY "Month", "Browser" +ORDER BY support ASC, "Month", "Browser" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b856610292c22fe1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b856610292c22fe1.sql new file mode 100644 index 0000000000000000000000000000000000000000..26e1495900798f4b8271901170318a0138812d7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b856610292c22fe1.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_b856610292c22fe1 +-- problem_id: v2p_m6_7186f2213a3c5861 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative_Duration", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "Administrative_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b98e0dbfa5759031.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b98e0dbfa5759031.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca2a80ada7dac30fbcc3559c0d20d4eec0501718 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_b98e0dbfa5759031.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_b98e0dbfa5759031 +-- problem_id: v2p_m6_dfc8fc581ea59219 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Informational", + CAST("TrafficType" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Informational" + ORDER BY CAST("TrafficType" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Informational" + ) AS "cnt" + FROM "m6" + WHERE "Informational" IS NOT NULL + AND "TrafficType" IS NOT NULL +), +"targets" AS ( + SELECT + "Informational", + "measure_value", + "rn", + "cnt", + CAST(0.95 * "cnt" AS INT) + CASE + WHEN 0.95 * "cnt" > CAST(0.95 * "cnt" AS INT) THEN 1 + ELSE 0 + END AS "target_rn" + FROM "ranked" +) +SELECT + "Informational", + "measure_value" AS "percentile_measure" +FROM "targets" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC, "Informational"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bbbc0bf1bc79c1ca.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bbbc0bf1bc79c1ca.sql new file mode 100644 index 0000000000000000000000000000000000000000..30332265fc2c74a1f7f440519791d49760e143e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bbbc0bf1bc79c1ca.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_bbbc0bf1bc79c1ca +-- problem_id: v2p_m6_b9924e885215b038 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Revenue", + CAST("Browser" AS REAL) AS "browser_value", + ROW_NUMBER() OVER ( + PARTITION BY "Revenue" + ORDER BY CAST("Browser" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Revenue" + ) AS "cnt" + FROM "m6" + WHERE "Revenue" IS NOT NULL + AND "Browser" IS NOT NULL +) +SELECT + "Revenue", + MIN("browser_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= (CAST((("cnt" - 1) * 0.9) AS INTEGER) + 1) +GROUP BY "Revenue" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bce00fdd84256d1e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bce00fdd84256d1e.sql new file mode 100644 index 0000000000000000000000000000000000000000..03d0f4286736926eef192ea3b3e3cc5bc447ce7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bce00fdd84256d1e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_bce00fdd84256d1e +-- problem_id: v2p_m6_2f2d433f5c81adb5 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", SUM(CAST("TrafficType" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ProductRelated_Duration" AS REAL) >= 1464.157214 +GROUP BY "VisitorType" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bd2c0560eb870d61.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bd2c0560eb870d61.sql new file mode 100644 index 0000000000000000000000000000000000000000..995f9c6b01dd3f4d6065fba7c24dbce869da2ffa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bd2c0560eb870d61.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_bd2c0560eb870d61 +-- problem_id: v2p_m6_2e5402fc1f70e84b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "TrafficType", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "TrafficType" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_beb16af28e6b7cab.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_beb16af28e6b7cab.sql new file mode 100644 index 0000000000000000000000000000000000000000..e84930e30cc0547b712325a41300b9c867e60c20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_beb16af28e6b7cab.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_beb16af28e6b7cab +-- problem_id: v2p_m6_46bd59baf2796acc +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", "ProductRelated_Duration", + SUM(CAST("SpecialDay" AS REAL)) AS total_measure, + SUM(CAST("SpecialDay" AS REAL)) * 100.0 / SUM(SUM(CAST("SpecialDay" AS REAL))) OVER (PARTITION BY "Browser") AS share_within_group +FROM "m6" +GROUP BY "Browser", "ProductRelated_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bf3b6aa0118c14d9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bf3b6aa0118c14d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f24ca2eff8c9cca35e8cf9de21c61897673a70b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bf3b6aa0118c14d9.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_bf3b6aa0118c14d9 +-- problem_id: v2p_m6_50e7cf0944d6ed82 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Month", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Month" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bf58e3d882f6dbe8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bf58e3d882f6dbe8.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d9ad8297668cac7e138bde4ec1651cc6f0e68e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bf58e3d882f6dbe8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_bf58e3d882f6dbe8 +-- problem_id: v2p_m6_16689e388ea9c7ce +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "BounceRates", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "BounceRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bf871b6ed8a5bc39.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bf871b6ed8a5bc39.sql new file mode 100644 index 0000000000000000000000000000000000000000..8e79ca7a6ee1874e07f58855b5c303ece2bb3308 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bf871b6ed8a5bc39.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_bf871b6ed8a5bc39 +-- problem_id: v2p_m6_353f7487c6887445 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Informational" AS "group_col", + CAST("Informational" AS REAL) AS "measure_col" + FROM "m6" + WHERE "SpecialDay" = '0.6' +), "ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_col") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), "picked" AS ( + SELECT + "group_col", + "measure_col", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "group_col" AS "Informational", + "measure_col" AS "conditional_percentile" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bfa81eac360310de.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bfa81eac360310de.sql new file mode 100644 index 0000000000000000000000000000000000000000..0370259786927955172fca9a216b1e4fd8a804a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_bfa81eac360310de.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_bfa81eac360310de +-- problem_id: v2p_m6_6a844d398e6d2ae8 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Informational" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c0bbd512dea12315.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c0bbd512dea12315.sql new file mode 100644 index 0000000000000000000000000000000000000000..fc3e26a21bea82a37e40d883a81e5c42f6a0e28f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c0bbd512dea12315.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_c0bbd512dea12315 +-- problem_id: v2p_m6_a0e484195061a0d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", COUNT(*) AS support +FROM "m6" +WHERE "Revenue" = 'TRUE' +GROUP BY "Region" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c3be9d0723656627.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c3be9d0723656627.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f6c335afed290222538c917aac08154223686ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c3be9d0723656627.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_c3be9d0723656627 +-- problem_id: v2p_m6_22082f0dfac8e3a7 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", + AVG(CASE WHEN "Weekend" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "VisitorType" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c48c6e08b2aa1754.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c48c6e08b2aa1754.sql new file mode 100644 index 0000000000000000000000000000000000000000..151f46e76c6b821fab845f9a56c5796846b1d7be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c48c6e08b2aa1754.sql @@ -0,0 +1,67 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_c48c6e08b2aa1754 +-- problem_id: v2p_m6_54b702d631ea497c +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Informational" AS "group_value", + CAST("Informational" AS REAL) AS "measure_value" + FROM "m6" + WHERE "SpecialDay" = '0' + AND "Informational" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_value", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "group_value" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "group_value" + ) AS "n" + FROM "filtered" +), +"params" AS ( + SELECT DISTINCT + "group_value", + (1.0 + 0.95 * ("n" - 1)) AS "pos", + CAST((1.0 + 0.95 * ("n" - 1)) AS INT) AS "lower_rn", + CASE + WHEN (1.0 + 0.95 * ("n" - 1)) = CAST((1.0 + 0.95 * ("n" - 1)) AS INT) + THEN CAST((1.0 + 0.95 * ("n" - 1)) AS INT) + ELSE CAST((1.0 + 0.95 * ("n" - 1)) AS INT) + 1 + END AS "upper_rn" + FROM "ranked" +) +SELECT + "p"."group_value" AS "Informational", + CASE + WHEN "p"."lower_rn" = "p"."upper_rn" THEN + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."measure_value" END) + ELSE + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."measure_value" END) + + ("p"."pos" - "p"."lower_rn") * ( + MAX(CASE WHEN "r"."rn" = "p"."upper_rn" THEN "r"."measure_value" END) - + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."measure_value" END) + ) + END AS "conditional_percentile" +FROM "ranked" AS "r" +JOIN "params" AS "p" + ON "r"."group_value" = "p"."group_value" +GROUP BY + "p"."group_value", + "p"."pos", + "p"."lower_rn", + "p"."upper_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c4932a020df55cc6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c4932a020df55cc6.sql new file mode 100644 index 0000000000000000000000000000000000000000..39778ed6eba2ea4e9787f30d7badefaedc899747 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c4932a020df55cc6.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_c4932a020df55cc6 +-- problem_id: v2p_m6_df6ca11f62462d55 +-- realization_mode: agent +-- source_kind: agent +SELECT + "VisitorType", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "VisitorType" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c4ad03b4d635a5ff.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c4ad03b4d635a5ff.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ef83460dbd6113e98d209d977f8deb30ccac543 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c4ad03b4d635a5ff.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_c4ad03b4d635a5ff +-- problem_id: v2p_m6_6aefe5708e559952 +-- realization_mode: agent +-- source_kind: agent +SELECT + "OperatingSystems", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "OperatingSystems" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c547ea935f651684.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c547ea935f651684.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba601327dda747400b3e7d46890ca419350f7a33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c547ea935f651684.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_c547ea935f651684 +-- problem_id: v2p_m6_482f2554d473f05c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Weekend" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Weekend" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c551dae0cf3635aa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c551dae0cf3635aa.sql new file mode 100644 index 0000000000000000000000000000000000000000..76161f180e11159a7ef64b348505bd8ea116b824 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c551dae0cf3635aa.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_c551dae0cf3635aa +-- problem_id: v2p_m6_e80d9749cc87f69a +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", + AVG(CASE WHEN "Weekend" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "VisitorType" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c6d46eaedb7e3107.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c6d46eaedb7e3107.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d29eae62670b1336bed7384b8156d8984781310 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c6d46eaedb7e3107.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_c6d46eaedb7e3107 +-- problem_id: v2p_m6_8ec41ad44a1e2031 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "OperatingSystems" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "OperatingSystems" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c78e061f163cd78c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c78e061f163cd78c.sql new file mode 100644 index 0000000000000000000000000000000000000000..984803bf752136de5d4a61cf95dace6d1e928695 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c78e061f163cd78c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_c78e061f163cd78c +-- problem_id: v2p_m6_8943b19f99e2412f +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Weekend", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Weekend" +ORDER BY support ASC, "SpecialDay", "Weekend" +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c847301479f5eec7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c847301479f5eec7.sql new file mode 100644 index 0000000000000000000000000000000000000000..53849d03509c2719dd6231d13862fa57bb9ef856 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c847301479f5eec7.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_c847301479f5eec7 +-- problem_id: v2p_m6_eb5713872a549c42 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", + AVG(CASE WHEN "Weekend" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c860bd03fd295ce7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c860bd03fd295ce7.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b9ba881e489a0c6ee519ba5f24d784c3ccddd15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_c860bd03fd295ce7.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_c860bd03fd295ce7 +-- problem_id: v2p_m6_da004c8be33f2b5c +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "VisitorType", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "VisitorType" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ca8914c786b69bae.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ca8914c786b69bae.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ab7889cf3f516860b66d41261a0c097c7f93cd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ca8914c786b69bae.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_ca8914c786b69bae +-- problem_id: v2p_m6_96d6b0946fa5c74b +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", AVG(CAST("Informational" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "VisitorType" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cab58bafc06df73e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cab58bafc06df73e.sql new file mode 100644 index 0000000000000000000000000000000000000000..5df0cd75a9e7853d10977d7f6e828f66d9f934db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cab58bafc06df73e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_cab58bafc06df73e +-- problem_id: v2p_m6_b160e18989a771c4 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", + AVG(CASE WHEN "SpecialDay" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Revenue" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cafd895ebf4b1941.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cafd895ebf4b1941.sql new file mode 100644 index 0000000000000000000000000000000000000000..76d325e87b116a991209bf1599fa2ecdd88c9a25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cafd895ebf4b1941.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_cafd895ebf4b1941 +-- problem_id: v2p_m6_1c5ea081cbeda4f3 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", COUNT(*) AS support +FROM "m6" +WHERE "VisitorType" = 'Returning_Visitor' +GROUP BY "OperatingSystems" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cb9c3d0f5a87625b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cb9c3d0f5a87625b.sql new file mode 100644 index 0000000000000000000000000000000000000000..04c5fd3ec1793c6fce65aea03fc4af5d03758aba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cb9c3d0f5a87625b.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_cb9c3d0f5a87625b +-- problem_id: v2p_m6_47422736c2db0c97 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "OperatingSystems", + CAST("Informational" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems" + ORDER BY CAST("Informational" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems" + ) AS "cnt" + FROM "m6" + WHERE "OperatingSystems" IS NOT NULL + AND "Informational" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "OperatingSystems", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST((("cnt" * 95) + 99) / 100 AS INTEGER) +) +SELECT + "OperatingSystems", + "measure_value" AS "percentile_measure" +FROM "percentile_rows" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cc438c44b1f24931.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cc438c44b1f24931.sql new file mode 100644 index 0000000000000000000000000000000000000000..65a5e3ef235735e37af46ae19d11efcab7395c4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cc438c44b1f24931.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_cc438c44b1f24931 +-- problem_id: v2p_m6_b2d56fbb77cd31a6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "TrafficType", + SUM(CAST("ProductRelated" AS REAL)) AS total_measure, + SUM(CAST("ProductRelated" AS REAL)) * 100.0 / SUM(SUM(CAST("ProductRelated" AS REAL))) OVER (PARTITION BY "Administrative") AS share_within_group +FROM "m6" +GROUP BY "Administrative", "TrafficType" +ORDER BY share_within_group DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cc620e69cdd44419.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cc620e69cdd44419.sql new file mode 100644 index 0000000000000000000000000000000000000000..891fe8e2c44f96754c0beab1f1c98336c853953c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cc620e69cdd44419.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_cc620e69cdd44419 +-- problem_id: v2p_m6_b4531563523acc6e +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Revenue", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "SpecialDay", "Revenue" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cc83b220e7f78514.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cc83b220e7f78514.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6d517ba09ffb57a59d8d918697ed90cc3634210 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cc83b220e7f78514.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_cc83b220e7f78514 +-- problem_id: v2p_m6_1c994cd4027da2e7 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated_Duration", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "ProductRelated_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cc85f30112f0ebd2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cc85f30112f0ebd2.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c1f5ed950cf05895702ad230ffb97a2aa4b2151 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cc85f30112f0ebd2.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_cc85f30112f0ebd2 +-- problem_id: v2p_m6_817c6486b24325f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", COUNT(*) AS support +FROM "m6" +WHERE CAST("Informational" AS REAL) >= 0.0 +GROUP BY "Weekend" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cd3e14207e162df9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cd3e14207e162df9.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe902c5a47d6be0e80550d1b76a9b6c6afcfa66e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cd3e14207e162df9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_cd3e14207e162df9 +-- problem_id: v2p_m6_dbcdde3e5d2aed19 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", SUM(CAST("SpecialDay" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Administrative_Duration" AS REAL) >= 93.25625 +GROUP BY "OperatingSystems" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ce6038ce08dbbe56.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ce6038ce08dbbe56.sql new file mode 100644 index 0000000000000000000000000000000000000000..d640817e5bcd16fd7b95fc8ba9e8bd8646d9b051 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ce6038ce08dbbe56.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_ce6038ce08dbbe56 +-- problem_id: v2p_m6_d853c21c49d8d83f +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Informational" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cebb501944d9ac4c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cebb501944d9ac4c.sql new file mode 100644 index 0000000000000000000000000000000000000000..14ff74a6845b5653c030510acba438b4b77cf2c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_cebb501944d9ac4c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_cebb501944d9ac4c +-- problem_id: v2p_m6_802df7880ca5241a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "PageValues", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "PageValues" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d1172893b416db7b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d1172893b416db7b.sql new file mode 100644 index 0000000000000000000000000000000000000000..2115d1f521de958faa9e4955de3636899ca62fa2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d1172893b416db7b.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_d1172893b416db7b +-- problem_id: v2p_m6_c79c42f216ff1bb7 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Administrative", + CAST("Administrative_Duration" AS REAL) AS "measure" + FROM "m6" + WHERE "Revenue" = 'FALSE' + AND "Administrative" IS NOT NULL + AND "Administrative_Duration" IS NOT NULL +), +"ranked" AS ( + SELECT + "Administrative", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Administrative", + "measure" AS "conditional_percentile" +FROM "ranked" +WHERE "cnt" >= 5 + AND "rn" = ((9 * "cnt") + 9) / 10 +ORDER BY "conditional_percentile" DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d126fcd554f22c91.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d126fcd554f22c91.sql new file mode 100644 index 0000000000000000000000000000000000000000..911ff5ec2f3114b94619930eef5a947a160f2f6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d126fcd554f22c91.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_d126fcd554f22c91 +-- problem_id: v2p_m6_111c981f2710309c +-- realization_mode: agent +-- source_kind: agent +SELECT + "Browser", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Browser" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d14c5116b5189e3a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d14c5116b5189e3a.sql new file mode 100644 index 0000000000000000000000000000000000000000..485afcc6800799c7cebe9247d54ffd9311cac4f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d14c5116b5189e3a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_d14c5116b5189e3a +-- problem_id: v2p_m6_e84980cb80563c1a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "ProductRelated" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d1febc15bf8694bf.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d1febc15bf8694bf.sql new file mode 100644 index 0000000000000000000000000000000000000000..a54ccffd6c7a79d50d81715487df5142d78190e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d1febc15bf8694bf.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_d1febc15bf8694bf +-- problem_id: v2p_m6_0041d11e0e4847ef +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "Administrative" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d3dfd72c8d1afb40.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d3dfd72c8d1afb40.sql new file mode 100644 index 0000000000000000000000000000000000000000..5bb2cc542f9cab02e330fa06a7b2f3d3153d7670 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d3dfd72c8d1afb40.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_d3dfd72c8d1afb40 +-- problem_id: v2p_m6_875947f4150833b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Administrative_Duration", + SUM(CAST("BounceRates" AS REAL)) AS total_measure, + SUM(CAST("BounceRates" AS REAL)) * 100.0 / SUM(SUM(CAST("BounceRates" AS REAL))) OVER (PARTITION BY "SpecialDay") AS share_within_group +FROM "m6" +GROUP BY "SpecialDay", "Administrative_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d53fb7c9f4377491.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d53fb7c9f4377491.sql new file mode 100644 index 0000000000000000000000000000000000000000..bfd421da95a8bbdbee31a9d138086723aceded4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d53fb7c9f4377491.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_d53fb7c9f4377491 +-- problem_id: v2p_m6_01bd4474581f9691 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", + AVG(CASE WHEN "Weekend" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d6368566264e77a9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d6368566264e77a9.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e9acd91882317339734ce11eb2d8f15f060cc0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d6368566264e77a9.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_d6368566264e77a9 +-- problem_id: v2p_m6_677645db9fee562b +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Month", + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS target_rate +FROM "m6" +GROUP BY "SpecialDay", "Month" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d69e596d4f63103c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d69e596d4f63103c.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3c88e525c069aa50887769d13a8d1a2f07d6b37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d69e596d4f63103c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_d69e596d4f63103c +-- problem_id: v2p_m6_158a77779b77a3a6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", AVG(CAST("Browser" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Month" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d7f3c25edad4a6c8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d7f3c25edad4a6c8.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa0646be585e9933de97cae7a1fe63bff4edab79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d7f3c25edad4a6c8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_d7f3c25edad4a6c8 +-- problem_id: v2p_m6_44a24989eb70e474 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", SUM(CAST("Administrative" AS NUMERIC)) AS total_measure +FROM "m6" +WHERE "Month" = 'Aug' +GROUP BY "Weekend" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d8826611dd096837.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d8826611dd096837.sql new file mode 100644 index 0000000000000000000000000000000000000000..e8622c4b9293659c81035cb329eed36d1a5286ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d8826611dd096837.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_d8826611dd096837 +-- problem_id: v2p_m6_074d6d6a74377a09 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Informational_Duration", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "Informational_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d968bee780c655a6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d968bee780c655a6.sql new file mode 100644 index 0000000000000000000000000000000000000000..3594b50c5bee601edf101ebd5279afbc210ce7fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_d968bee780c655a6.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_d968bee780c655a6 +-- problem_id: v2p_m6_3bd25a1c66c01498 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Month" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_da561253943da8bf.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_da561253943da8bf.sql new file mode 100644 index 0000000000000000000000000000000000000000..a9c766c3c546a6a479ce1a86c2ee9f67399de642 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_da561253943da8bf.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_da561253943da8bf +-- problem_id: v2p_m6_ba66dedda22bfccf +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "TrafficType", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "SpecialDay", "TrafficType" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_dabd316ea31566ea.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_dabd316ea31566ea.sql new file mode 100644 index 0000000000000000000000000000000000000000..e3f50806d40d87302a7ebb2b71a32d46f343ed82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_dabd316ea31566ea.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_dabd316ea31566ea +-- problem_id: v2p_m6_6692ff1dd6d5d920 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", "Administrative", + SUM(CAST("ProductRelated_Duration" AS REAL)) AS total_measure, + SUM(CAST("ProductRelated_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("ProductRelated_Duration" AS REAL))) OVER (PARTITION BY "Informational") AS share_within_group +FROM "m6" +GROUP BY "Informational", "Administrative" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_db0b575e2653826e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_db0b575e2653826e.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e37e2817167a0978205fe86702fa843e79efa07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_db0b575e2653826e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_db0b575e2653826e +-- problem_id: v2p_m6_f73047f9e2bf4d0b +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", AVG(CAST("Administrative" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_dbe6cd1a4424ab08.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_dbe6cd1a4424ab08.sql new file mode 100644 index 0000000000000000000000000000000000000000..9dc33832f094ef2d914236483fb07186d33906b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_dbe6cd1a4424ab08.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_dbe6cd1a4424ab08 +-- problem_id: v2p_m6_c4d8744c0a9879b4 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", COUNT(*) AS support +FROM "m6" +WHERE CAST("Administrative_Duration" AS REAL) >= 93.25625 +GROUP BY "OperatingSystems" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_dd0eff8871612354.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_dd0eff8871612354.sql new file mode 100644 index 0000000000000000000000000000000000000000..006785ffd959495e89fa49f949ac3caa0d758225 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_dd0eff8871612354.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_dd0eff8871612354 +-- problem_id: v2p_m6_c62f738cae200137 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Browser" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Browser" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_dd2bbb161ecf2d79.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_dd2bbb161ecf2d79.sql new file mode 100644 index 0000000000000000000000000000000000000000..4ed27348eec712b323d2dc1c7f8ba3ffede70b83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_dd2bbb161ecf2d79.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_dd2bbb161ecf2d79 +-- problem_id: v2p_m6_84ed67c4855224af +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "VisitorType", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "VisitorType" +ORDER BY support ASC, "SpecialDay", "VisitorType" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_de8bfd7c2fff85cf.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_de8bfd7c2fff85cf.sql new file mode 100644 index 0000000000000000000000000000000000000000..d95bebad0b7611f1f6e07f5ca76ab1a9539a8eb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_de8bfd7c2fff85cf.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_de8bfd7c2fff85cf +-- problem_id: v2p_m6_9fbc63273389395c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Revenue" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Revenue" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_deb5442f9ec304db.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_deb5442f9ec304db.sql new file mode 100644 index 0000000000000000000000000000000000000000..27f7754e122572de657fcc7b9088a49f192086e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_deb5442f9ec304db.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_deb5442f9ec304db +-- problem_id: v2p_m6_c5b24466071104e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", "Revenue", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "Informational", "Revenue" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e1b462790426716a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e1b462790426716a.sql new file mode 100644 index 0000000000000000000000000000000000000000..84878d243625e2ac8534f0cbcc4390b0c3cf8f13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e1b462790426716a.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_e1b462790426716a +-- problem_id: v2p_m6_3d008b507e5565e1 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Region" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Region" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e228b56749be52ef.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e228b56749be52ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..061db6f33a587638e8b36d5fc12f9a725e380e55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e228b56749be52ef.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_e228b56749be52ef +-- problem_id: v2p_m6_7388f9f8b4db57f5 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", AVG(CAST("TrafficType" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Browser" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e2297daf4c6c9dd4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e2297daf4c6c9dd4.sql new file mode 100644 index 0000000000000000000000000000000000000000..95237684db63d781c8b6d235fad09abc74110e6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e2297daf4c6c9dd4.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_e2297daf4c6c9dd4 +-- problem_id: v2p_m6_91dfcd3dd5c40f18 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", AVG(CAST("Informational_Duration" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Weekend" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e24aef71db45b658.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e24aef71db45b658.sql new file mode 100644 index 0000000000000000000000000000000000000000..157cd796e2820434e1a948ebd2982ee6ded2ea10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e24aef71db45b658.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_e24aef71db45b658 +-- problem_id: v2p_m6_cef010b60dc364af +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated_Duration", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "ProductRelated_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e3799fd354f6ba91.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e3799fd354f6ba91.sql new file mode 100644 index 0000000000000000000000000000000000000000..071588636a3867463370e2a954f9c76d42081c36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e3799fd354f6ba91.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_e3799fd354f6ba91 +-- problem_id: v2p_m6_e50066bb03d2eb4c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "SpecialDay", + CAST("Administrative" AS REAL) AS "admin_value", + ROW_NUMBER() OVER ( + PARTITION BY "SpecialDay" + ORDER BY CAST("Administrative" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "SpecialDay") AS "cnt" + FROM "m6" + WHERE "SpecialDay" IS NOT NULL + AND "Administrative" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "SpecialDay", + "admin_value" + FROM "ranked" + WHERE (1.0 * "rn") / "cnt" >= 0.9 +) +SELECT + "SpecialDay", + MIN("admin_value") AS "percentile_measure" +FROM "percentile_rows" +GROUP BY "SpecialDay" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e4a73b6c2f1e6c81.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e4a73b6c2f1e6c81.sql new file mode 100644 index 0000000000000000000000000000000000000000..834f2a356c16bb38c8d84ea912cd360ec248dc5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e4a73b6c2f1e6c81.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_e4a73b6c2f1e6c81 +-- problem_id: v2p_m6_9235696859e1797c +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", AVG(CAST("TrafficType" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Browser" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e50235e9eb994e09.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e50235e9eb994e09.sql new file mode 100644 index 0000000000000000000000000000000000000000..480c8b69117b1d67623926b2342c84aa8dd7caa3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e50235e9eb994e09.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_e50235e9eb994e09 +-- problem_id: v2p_m6_545b7a3307090509 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "SpecialDay" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e68c0087ab05185c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e68c0087ab05185c.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d8e0ec4bcfbbef328ee24cd275dc2ef7e0da4b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_e68c0087ab05185c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_e68c0087ab05185c +-- problem_id: v2p_m6_16363122619ff6ec +-- realization_mode: agent +-- source_kind: agent +SELECT + "Month", + COUNT(*) AS "support", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "m6" +GROUP BY "Month" +HAVING COUNT(*) >= 5 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_eae41e6f16eb9f86.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_eae41e6f16eb9f86.sql new file mode 100644 index 0000000000000000000000000000000000000000..4979a09502964713467d59873d374445f6ff15c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_eae41e6f16eb9f86.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_eae41e6f16eb9f86 +-- problem_id: v2p_m6_ec3f1b05eb18225b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "TrafficType", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "TrafficType" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_eb98865e093e2e41.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_eb98865e093e2e41.sql new file mode 100644 index 0000000000000000000000000000000000000000..105e2d2576c4d895693b3fcc5fb78ed5ab829fe4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_eb98865e093e2e41.sql @@ -0,0 +1,51 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_eb98865e093e2e41 +-- problem_id: v2p_m6_e4a6b1ca299a394f +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "SpecialDay", + CAST("Informational_Duration" AS REAL) AS "measure" + FROM "m6" + WHERE "OperatingSystems" = '2' + AND "Informational_Duration" IS NOT NULL +), +"ranked" AS ( + SELECT + "SpecialDay", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "SpecialDay" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "SpecialDay" + ) AS "cnt" + FROM "filtered" +), +"picked" AS ( + SELECT + "SpecialDay", + "measure" AS "conditional_percentile", + ROW_NUMBER() OVER ( + PARTITION BY "SpecialDay" + ORDER BY "rn" + ) AS "pick_rn" + FROM "ranked" + WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "SpecialDay", + "conditional_percentile" +FROM "picked" +WHERE "pick_rn" = 1 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ebdb37383c3e4bc4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ebdb37383c3e4bc4.sql new file mode 100644 index 0000000000000000000000000000000000000000..9eb8b9caf77afd608def46e3e2ec8e6d2f0bc6b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ebdb37383c3e4bc4.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_ebdb37383c3e4bc4 +-- problem_id: v2p_m6_70a47da24d5d33b5 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", AVG(CAST("Browser" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Month" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ec899e93252dde66.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ec899e93252dde66.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1ac4bd3d3437af31947d4e34dd41f41f6a9d00c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ec899e93252dde66.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_ec899e93252dde66 +-- problem_id: v2p_m6_c530a2b61fc44046 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", AVG(CAST("ProductRelated" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Revenue" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ee842331cca06258.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ee842331cca06258.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff24ffc48b2833d147f3c64a960e7936c3041d83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ee842331cca06258.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m6_ee842331cca06258 +-- problem_id: v2p_m6_80184d19c3955012 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", COUNT(*) AS support +FROM "m6" +WHERE "Weekend" = 'FALSE' +GROUP BY "Browser" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_eed2af41297c3d25.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_eed2af41297c3d25.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d18c08d4b3a1df46111533a491456cc87c6e9b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_eed2af41297c3d25.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_eed2af41297c3d25 +-- problem_id: v2p_m6_e584d234385bc456 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Administrative" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Administrative" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f05818a705ee0f21.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f05818a705ee0f21.sql new file mode 100644 index 0000000000000000000000000000000000000000..56227ad43e9a69764ac7eec7f8d72377b977bac4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f05818a705ee0f21.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_f05818a705ee0f21 +-- problem_id: v2p_m6_47810f3620ca5134 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", "BounceRates", + SUM(CAST("OperatingSystems" AS REAL)) AS total_measure, + SUM(CAST("OperatingSystems" AS REAL)) * 100.0 / SUM(SUM(CAST("OperatingSystems" AS REAL))) OVER (PARTITION BY "Region") AS share_within_group +FROM "m6" +GROUP BY "Region", "BounceRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f266d58cc2bb46b0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f266d58cc2bb46b0.sql new file mode 100644 index 0000000000000000000000000000000000000000..a5d40837556316e03b44c25232ad66821030c246 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f266d58cc2bb46b0.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_f266d58cc2bb46b0 +-- problem_id: v2p_m6_a98b683b5700e596 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", SUM(CAST("SpecialDay" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ProductRelated_Duration" AS REAL) >= 1464.157214 +GROUP BY "OperatingSystems" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f3c339297761dd1a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f3c339297761dd1a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a31c422aa8c09597a938ecbcc7b841f8ce62748d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f3c339297761dd1a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_f3c339297761dd1a +-- problem_id: v2p_m6_5db70890e2936ac1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Browser", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Browser" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f6327e34307eaaae.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f6327e34307eaaae.sql new file mode 100644 index 0000000000000000000000000000000000000000..0168a881e0a978808005f7e230849138ce43b336 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f6327e34307eaaae.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m6_f6327e34307eaaae +-- problem_id: v2p_m6_5c15ce25708d36cd +-- realization_mode: agent +-- source_kind: agent +SELECT + "Revenue", + COUNT(*) AS support, + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS focus_rate +FROM "m6" +GROUP BY "Revenue" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f656ee1397d71929.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f656ee1397d71929.sql new file mode 100644 index 0000000000000000000000000000000000000000..aeca10596246fe18e0e03c107e0615a124b0a047 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f656ee1397d71929.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_f656ee1397d71929 +-- problem_id: v2p_m6_b31e81a2c43ab543 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", SUM(CAST("Informational_Duration" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("SpecialDay" AS REAL) >= 0.0 +GROUP BY "Informational" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f6b9cefbf353d2d9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f6b9cefbf353d2d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a306d2ed1d7553ffc5677300cfa0043b36fe3d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f6b9cefbf353d2d9.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_f6b9cefbf353d2d9 +-- problem_id: v2p_m6_fcf5973f1b269fbf +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", "Weekend", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "Informational", "Weekend" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f757ee1ce697ba69.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f757ee1ce697ba69.sql new file mode 100644 index 0000000000000000000000000000000000000000..395c65becf084b211e74620b5b4b746a28b92368 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f757ee1ce697ba69.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_f757ee1ce697ba69 +-- problem_id: v2p_m6_3a9953afb19caeaa +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "Administrative" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f84841405bbd5f18.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f84841405bbd5f18.sql new file mode 100644 index 0000000000000000000000000000000000000000..7a859d3c4ed275753c35f41fd1722578ae2a0de3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f84841405bbd5f18.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_f84841405bbd5f18 +-- problem_id: v2p_m6_3483c70e740f28be +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "ProductRelated" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f8756f75d7cab5d8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f8756f75d7cab5d8.sql new file mode 100644 index 0000000000000000000000000000000000000000..614c84870bdbc6e32410fecd6c0d415503d975cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f8756f75d7cab5d8.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_f8756f75d7cab5d8 +-- problem_id: v2p_m6_fe977419579edceb +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Informational" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Informational" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f87e9d02717a0c54.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f87e9d02717a0c54.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c8b60c97deedbdbf82810e591dd903c5288e802 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_f87e9d02717a0c54.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_f87e9d02717a0c54 +-- problem_id: v2p_m6_6c6af852e414db0a +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", "BounceRates", + SUM(CAST("OperatingSystems" AS REAL)) AS total_measure, + SUM(CAST("OperatingSystems" AS REAL)) * 100.0 / SUM(SUM(CAST("OperatingSystems" AS REAL))) OVER (PARTITION BY "Region") AS share_within_group +FROM "m6" +GROUP BY "Region", "BounceRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_fa727137a04eb879.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_fa727137a04eb879.sql new file mode 100644 index 0000000000000000000000000000000000000000..11168b470db81874bfe5260228befa5d1fb9eb0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_fa727137a04eb879.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m6_fa727137a04eb879 +-- problem_id: v2p_m6_a8bf76e445630b8f +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "Weekend", + AVG(CASE WHEN "VisitorType" = 'Other' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m6" +GROUP BY "SpecialDay", "Weekend" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_fbecc80f8092203b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_fbecc80f8092203b.sql new file mode 100644 index 0000000000000000000000000000000000000000..f283a02c23f0f0c7948caf26a1e6f48fea17e790 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_fbecc80f8092203b.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_fbecc80f8092203b +-- problem_id: v2p_m6_5c402562dd2a7dc6 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Browser", + CAST("BounceRates" AS REAL) AS "measure" + FROM "m6" + WHERE "Revenue" = 'FALSE' + AND "BounceRates" IS NOT NULL +), +"ranked" AS ( + SELECT + "Browser", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Browser" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Browser" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Browser", + "measure" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(((95 * "cnt") + 99) / 100 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_fcb7c18574677898.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_fcb7c18574677898.sql new file mode 100644 index 0000000000000000000000000000000000000000..cdb99a7a2a082ec0b235bae275b94117e18cdd5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_fcb7c18574677898.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_fcb7c18574677898 +-- problem_id: v2p_m6_c38545f1afc24e8a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "TrafficType", + CAST("ProductRelated_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "TrafficType" + ORDER BY CAST("ProductRelated_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "TrafficType" + ) AS "cnt" + FROM "m6" + WHERE "TrafficType" IS NOT NULL + AND "ProductRelated_Duration" IS NOT NULL +), +"picked" AS ( + SELECT + "TrafficType", + "measure_value", + "rn", + "cnt", + CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "TrafficType", + "measure_value" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_fe1803d76a671e9e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_fe1803d76a671e9e.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3b9d75735c801fc62a20bcdcbaf954f29ae8288 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_fe1803d76a671e9e.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_fe1803d76a671e9e +-- problem_id: v2p_m6_c4ad3e319454e96c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "OperatingSystems", + CAST("Informational" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems" + ORDER BY CAST("Informational" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems" + ) AS "cnt" + FROM "m6" + WHERE "OperatingSystems" IS NOT NULL + AND "Informational" IS NOT NULL +) +SELECT + "OperatingSystems", + MIN("measure_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +GROUP BY "OperatingSystems" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_fead4bed7b341530.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_fead4bed7b341530.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea429aaba73e8a54f080b9b348a0661fe2621a5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_fead4bed7b341530.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_fead4bed7b341530 +-- problem_id: v2p_m6_34f828d74251bdb4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "TrafficType", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "TrafficType" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ff0071ff8ad98603.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ff0071ff8ad98603.sql new file mode 100644 index 0000000000000000000000000000000000000000..769aa0bf412542e915547e0ba2a613ee561c7f93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ff0071ff8ad98603.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_ff0071ff8ad98603 +-- problem_id: v2p_m6_81ea233ab2ae6c2b +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", "Informational_Duration", + SUM(CAST("ExitRates" AS REAL)) AS total_measure, + SUM(CAST("ExitRates" AS REAL)) * 100.0 / SUM(SUM(CAST("ExitRates" AS REAL))) OVER (PARTITION BY "Month") AS share_within_group +FROM "m6" +GROUP BY "Month", "Informational_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ff3e139a48c76481.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ff3e139a48c76481.sql new file mode 100644 index 0000000000000000000000000000000000000000..916430c9816b0447d1e0783fac591d4f6e0b46d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/m6/sql/v2q_m6_ff3e139a48c76481.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_ff3e139a48c76481 +-- problem_id: v2p_m6_fc39e5e9e0d8ddf5 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Region" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Region" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd50aa7eea2f78c5bd3d60a785386c73e729afbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8604, "bytes_utf8": 8604, "lines": 298, "estimated_tokens": 2694}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": 150}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 277}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0a2d894dd132f7c809fdd3d99153592ce3f13e81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_000613133e40d595", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 277, + "total_tokens": 23062, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 150, + "estimated_total_tokens": 2844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16899.6, + "sql_execution_elapsed_ms_total": 19.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_000613133e40d595\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..56647beb3f1f555bd9157f5c098c9a211640e5e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:43:20.156602+00:00", + "ended_at": "2026-05-04T09:43:37.056666+00:00", + "elapsed_ms": 16899.6, + "prompt_metrics": { + "chars": 8604, + "bytes_utf8": 8604, + "lines": 298, + "estimated_tokens": 2694 + }, + "stdout_metrics": { + "chars": 855, + "bytes_utf8": 855, + "lines": 4, + "estimated_tokens": 270 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 502, + "bytes_utf8": 502, + "lines": 1, + "estimated_tokens": 150 + }, + "usage": { + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 277 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb16793b2f1097f731843816fdf5ff3f0b2b56c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X3.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X3", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..26c41e06bca71d2426cb51b6ef5608e50c034ba7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25e-ebde-7f02-af50-7749f58042ed"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"X3\\\" AS REAL) AS \\\"X3\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X3\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X3\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"X3\\\" DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"X3\\\" and num_tiles=10. CAST(\\\"X3\\\" AS REAL) is applied because the SQLite schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22785,"cached_input_tokens":21888,"output_tokens":277}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..496b9754234b63e4a4a2bb128dac689752d04522 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"X3\" AS REAL) AS \"X3\",\n NTILE(10) OVER (ORDER BY CAST(\"X3\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n6\"\n)\nSELECT \"X3\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"X3\" DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"X3\" and num_tiles=10. CAST(\"X3\" AS REAL) is applied because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5933877b5b2ea8cb4eeb027519dc85934aecf732 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:43:20.347779Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:43:22.975351Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:43:34.747221Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..acd3ae8cfaeacb8018516e84da5f608f273a6036 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X3. +Result preview: [{"X3": 238.0}, {"X3": 222.0}, {"X3": 222.0}, {"X3": 218.0}, {"X3": 210.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..02d337436629694132065b1d511490dfb3a9779e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_000613133e40d595 +-- problem_id: v2p_n6_41d15416613aae1a +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("X3" AS REAL) AS "X3", + NTILE(10) OVER (ORDER BY CAST("X3" AS REAL) DESC) AS "tail_bucket" + FROM "n6" +) +SELECT "X3" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "X3" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca656d2ea9e6ee732a4ed3758c0fea14f65f063e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"X3\" AS REAL) AS \"X3\",\n NTILE(10) OVER (ORDER BY CAST(\"X3\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n6\"\n)\nSELECT \"X3\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"X3\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"X3\\\" AS REAL) AS \\\"X3\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X3\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X3\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"X3\\\" DESC;\", \"columns\": [\"X3\"], \"rows\": [{\"X3\": 238.0}, {\"X3\": 222.0}, {\"X3\": 222.0}, {\"X3\": 218.0}, {\"X3\": 210.0}, {\"X3\": 209.0}, {\"X3\": 204.0}, {\"X3\": 201.0}, {\"X3\": 185.0}, {\"X3\": 180.0}, {\"X3\": 176.0}, {\"X3\": 173.0}, {\"X3\": 173.0}, {\"X3\": 172.0}, {\"X3\": 170.0}, {\"X3\": 169.0}, {\"X3\": 166.0}, {\"X3\": 165.0}, {\"X3\": 163.0}, {\"X3\": 162.0}, {\"X3\": 161.0}, {\"X3\": 160.0}, {\"X3\": 160.0}, {\"X3\": 149.0}, {\"X3\": 148.0}, {\"X3\": 148.0}, {\"X3\": 142.0}, {\"X3\": 140.0}, {\"X3\": 139.0}, {\"X3\": 138.0}, {\"X3\": 138.0}, {\"X3\": 137.0}, {\"X3\": 137.0}, {\"X3\": 136.0}, {\"X3\": 134.0}, {\"X3\": 133.0}, {\"X3\": 133.0}, {\"X3\": 132.0}, {\"X3\": 132.0}, {\"X3\": 132.0}, {\"X3\": 131.0}, {\"X3\": 131.0}, {\"X3\": 130.0}, {\"X3\": 128.0}, {\"X3\": 128.0}, {\"X3\": 127.0}, {\"X3\": 127.0}, {\"X3\": 127.0}, {\"X3\": 126.0}, {\"X3\": 126.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 19.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c0d1ac7eef9659c8a4ab7fb5c4554c7c28f1afc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:43:20.153800+00:00", + "ended_at": "2026-05-04T09:43:37.119393+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_000613133e40d595", + "problem_id": "v2p_n6_41d15416613aae1a", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X3.", + "bindings": { + "measure_col": "X3", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_000613133e40d595.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_000613133e40d595", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 277, + "total_tokens": 23062, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 150, + "estimated_total_tokens": 2844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16899.6, + "sql_execution_elapsed_ms_total": 19.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_000613133e40d595\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dad43d8c5c3747ba31e270dbdaf009db88c8f2ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_000613133e40d595/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:43:37.087284+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16899.6, "started_at": "2026-05-04T09:43:20.156602+00:00", "ended_at": "2026-05-04T09:43:37.056666+00:00", "prompt_metrics": {"chars": 8604, "bytes_utf8": 8604, "lines": 298, "estimated_tokens": 2694}, "response_metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": 150}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 277}, "stderr_preview": "2026-05-04T09:43:20.347779Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:43:22.975351Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dca67c185c6c75ed89bb3c5610176e2974863f15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_007bbcb8c76d1056\n-- problem_id: v2p_n6_47f6b7f95ce28eef\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X1\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X1\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_007bbcb8c76d1056\\n-- problem_id: v2p_n6_47f6b7f95ce28eef\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X1\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X1\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X1\", \"support\", \"avg_response\"], \"rows\": [{\"X1\": \"-1\", \"support\": 382, \"avg_response\": 1.1230366492146597}, {\"X1\": \"-2\", \"support\": 363, \"avg_response\": -0.0440771349862259}, {\"X1\": \"1\", \"support\": 362, \"avg_response\": -0.8038674033149171}, {\"X1\": \"2\", \"support\": 341, \"avg_response\": -0.8856304985337243}, {\"X1\": \"3\", \"support\": 306, \"avg_response\": -2.316993464052288}, {\"X1\": \"-3\", \"support\": 302, \"avg_response\": -0.22847682119205298}, {\"X1\": \"-4\", \"support\": 285, \"avg_response\": -0.5824561403508772}, {\"X1\": \"0\", \"support\": 271, \"avg_response\": -0.948339483394834}, {\"X1\": \"-5\", \"support\": 249, \"avg_response\": -0.3453815261044177}, {\"X1\": \"4\", \"support\": 236, \"avg_response\": -2.580508474576271}, {\"X1\": \"5\", \"support\": 226, \"avg_response\": -2.6946902654867255}, {\"X1\": \"6\", \"support\": 221, \"avg_response\": -0.8461538461538461}, {\"X1\": \"-6\", \"support\": 219, \"avg_response\": -1.5296803652968036}, {\"X1\": \"-7\", \"support\": 188, \"avg_response\": -2.25531914893617}, {\"X1\": \"7\", \"support\": 170, \"avg_response\": -2.164705882352941}, {\"X1\": \"8\", \"support\": 168, \"avg_response\": -3.857142857142857}, {\"X1\": \"9\", \"support\": 166, \"avg_response\": -1.9096385542168675}, {\"X1\": \"-8\", \"support\": 137, \"avg_response\": -0.36496350364963503}, {\"X1\": \"11\", \"support\": 110, \"avg_response\": -2.109090909090909}, {\"X1\": \"-9\", \"support\": 109, \"avg_response\": 1.0275229357798166}, {\"X1\": \"-10\", \"support\": 96, \"avg_response\": 2.1666666666666665}, {\"X1\": \"12\", \"support\": 91, \"avg_response\": -5.34065934065934}, {\"X1\": \"10\", \"support\": 89, \"avg_response\": -5.280898876404494}, {\"X1\": \"13\", \"support\": 76, \"avg_response\": -4.2894736842105265}, {\"X1\": \"-12\", \"support\": 70, \"avg_response\": 5.5285714285714285}, {\"X1\": \"-13\", \"support\": 62, \"avg_response\": 2.7903225806451615}, {\"X1\": \"-11\", \"support\": 60, \"avg_response\": -5.9}, {\"X1\": \"14\", \"support\": 58, \"avg_response\": -4.224137931034483}, {\"X1\": \"15\", \"support\": 54, \"avg_response\": -4.0}, {\"X1\": \"-16\", \"support\": 51, \"avg_response\": 0.4117647058823529}, {\"X1\": \"17\", \"support\": 50, \"avg_response\": 8.44}, {\"X1\": \"-15\", \"support\": 50, \"avg_response\": -1.04}, {\"X1\": \"16\", \"support\": 46, \"avg_response\": -8.543478260869565}, {\"X1\": \"22\", \"support\": 43, \"avg_response\": -4.511627906976744}, {\"X1\": \"20\", \"support\": 43, \"avg_response\": -5.372093023255814}, {\"X1\": \"-18\", \"support\": 41, \"avg_response\": -0.21951219512195122}, {\"X1\": \"-14\", \"support\": 37, \"avg_response\": 2.4324324324324325}, {\"X1\": \"-17\", \"support\": 37, \"avg_response\": 0.7837837837837838}, {\"X1\": \"18\", \"support\": 35, \"avg_response\": -5.142857142857143}, {\"X1\": \"-22\", \"support\": 34, \"avg_response\": -1.5294117647058822}, {\"X1\": \"24\", \"support\": 34, \"avg_response\": -8.176470588235293}, {\"X1\": \"23\", \"support\": 33, \"avg_response\": 1.3636363636363635}, {\"X1\": \"-23\", \"support\": 33, \"avg_response\": -9.030303030303031}, {\"X1\": \"25\", \"support\": 33, \"avg_response\": -11.242424242424242}, {\"X1\": \"26\", \"support\": 32, \"avg_response\": 0.25}, {\"X1\": \"21\", \"support\": 32, \"avg_response\": -11.28125}, {\"X1\": \"19\", \"support\": 30, \"avg_response\": -11.266666666666667}, {\"X1\": \"27\", \"support\": 29, \"avg_response\": 10.310344827586206}, {\"X1\": \"33\", \"support\": 29, \"avg_response\": 2.103448275862069}, {\"X1\": \"-24\", \"support\": 29, \"avg_response\": -6.793103448275862}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e037310fbb99addc230f5438d3cbf95af5ab83f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:29.930677+00:00", + "ended_at": "2026-05-04T09:50:29.941842+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_007bbcb8c76d1056", + "problem_id": "v2p_n6_47f6b7f95ce28eef", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X1.", + "bindings": { + "key_col": "X1", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_007bbcb8c76d1056.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..459f8b8db9aab0141ac323c7b685f91c11c3eb39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8699, "bytes_utf8": 8699, "lines": 304, "estimated_tokens": 2720}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 191}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0e3e94527f453336a274958aeb60eb0a6f9a8401 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_00bd8270c9d78141", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 191, + "total_tokens": 23000, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2843, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14040.27, + "sql_execution_elapsed_ms_total": 8.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_00bd8270c9d78141\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6082333a6c4f28cc42b5f8d390bbc75b7f34a065 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:29:25.711692+00:00", + "ended_at": "2026-05-04T09:29:39.751755+00:00", + "elapsed_ms": 14040.27, + "prompt_metrics": { + "chars": 8699, + "bytes_utf8": 8699, + "lines": 304, + "estimated_tokens": 2720 + }, + "stdout_metrics": { + "chars": 765, + "bytes_utf8": 765, + "lines": 4, + "estimated_tokens": 237 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13198 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 431, + "bytes_utf8": 431, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 191 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..661324c8673c567e0c0eae4f697def6b611149eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X13.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "predicate_col": "X13", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cee4287eafc990e0f3a865f68ee0db0c4096d3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df252-3061-79e2-b2e6-1ac4ee3e1105"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X13\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X13\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X13\\\", and predicate \\\"X13\\\" >= 10.0. CAST to REAL was added because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":21888,"output_tokens":191}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e5fca5cc03a301d6ac40c0395f096f7cc3e5602 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X13\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X13\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Applied the provided Top-k Group Sum with Filter template with group_col=\"y\", measure_col=\"X13\", and predicate \"X13\" >= 10.0. CAST to REAL was added because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bbaa2e6570a94c7dc459ebf8fce65e85318c82f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:29:25.927538Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:29:28.221339Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:29:38.206671Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ef8c82345d8f09e118d71ea2fb83c73ac300670 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X13. +Result preview: [{"y": "0", "total_measure": 40689.0}, {"y": "1", "total_measure": 15720.0}, {"y": "3", "total_measure": 8128.0}, {"y": "2", "total_measure": 7068.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..75d5846e2fd5473f14c98d4ee04ad60f46520f6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_00bd8270c9d78141 +-- problem_id: v2p_n6_7bac3e90f63b797f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X13" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X13" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b48dc32934ca71e1feec0b7272a0108c70f14bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X13\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X13\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X13\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X13\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 40689.0}, {\"y\": \"1\", \"total_measure\": 15720.0}, {\"y\": \"3\", \"total_measure\": 8128.0}, {\"y\": \"2\", \"total_measure\": 7068.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..39727f01cd6b36a4af8d20df4a59e408218ac613 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:29:25.707203+00:00", + "ended_at": "2026-05-04T09:29:39.818665+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_00bd8270c9d78141", + "problem_id": "v2p_n6_7bac3e90f63b797f", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X13.", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "predicate_col": "X13", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_00bd8270c9d78141.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_00bd8270c9d78141", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 191, + "total_tokens": 23000, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2843, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14040.27, + "sql_execution_elapsed_ms_total": 8.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_00bd8270c9d78141\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d01998a269948ac45a80a3af8cd870f61923131 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:29:39.792669+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14040.27, "started_at": "2026-05-04T09:29:25.711692+00:00", "ended_at": "2026-05-04T09:29:39.751755+00:00", "prompt_metrics": {"chars": 8699, "bytes_utf8": 8699, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 191}, "stderr_preview": "2026-05-04T09:29:25.927538Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:29:28.221339Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X13\\\", and predicate \\\"X13\\\" >= 10.0. CAST to REAL was added because the schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..97321550994985e2a8bfee2dcf82b94b2f337cb3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_00bd8270c9d78141/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_00bd8270c9d78141", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 191, + "total_tokens": 23000, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2843, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14040.27, + "sql_execution_elapsed_ms_total": 8.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_00bd8270c9d78141\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4aebc5aec5e8170b5769c62b1529c8279c6a60bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8871, "bytes_utf8": 8871, "lines": 304, "estimated_tokens": 2779}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 550, "bytes_utf8": 550, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 22870, "cached_input_tokens": 19840, "output_tokens": 189}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..45d370f5c5a1a73acd77ec1aae90296724701853 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0480e17032bce5db", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 19840, + "output_tokens": 189, + "total_tokens": 23059, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 146, + "estimated_total_tokens": 2925, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12373.66, + "sql_execution_elapsed_ms_total": 6.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_0480e17032bce5db\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f546317ad499a9f130723b2c957b2cd88c39455c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:10:16.283793+00:00", + "ended_at": "2026-05-04T09:10:28.657821+00:00", + "elapsed_ms": 12373.66, + "prompt_metrics": { + "chars": 8871, + "bytes_utf8": 8871, + "lines": 304, + "estimated_tokens": 2779 + }, + "stdout_metrics": { + "chars": 875, + "bytes_utf8": 875, + "lines": 4, + "estimated_tokens": 251 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13292 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 550, + "bytes_utf8": 550, + "lines": 1, + "estimated_tokens": 146 + }, + "usage": { + "input_tokens": 22870, + "cached_input_tokens": 19840, + "output_tokens": 189 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..438e8f6d08d7e39ed3bed8d64acfa2c5dfd79e5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X10.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X10", + "band_col": "X10", + "band_cut_1": -5.0, + "band_cut_2": 5.0, + "lower_bound": -5.0, + "upper_bound": 5.0, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ac5811504e647a65860bf69c8296e476d3fb1f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df240-a660-7c21-8921-ee260dd5cd55"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X10\\\" AS REAL) < -5.0 THEN 'low'\\n WHEN CAST(\\\"X10\\\" AS REAL) < 5.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X10\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested binned numeric group average template with both band_col and measure_col bound to \\\"X10\\\". CAST to REAL is applied because the SQLite schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":19840,"output_tokens":189}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94e10eb712969e22af6b2a307f2ecb91a1f7370a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X10\" AS REAL) < -5.0 THEN 'low'\n WHEN CAST(\"X10\" AS REAL) < 5.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X10\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the requested binned numeric group average template with both band_col and measure_col bound to \"X10\". CAST to REAL is applied because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5a8da9f8c7a514d2194e98b90e018a281e9be65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:10:16.501781Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:10:19.170071Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:10:28.057097Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8889053dd4a8a03155d6a197d69a5f5e3fe922ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X10. +Result preview: [{"band_bucket": "high", "avg_measure": 23.86932215234102}, {"band_bucket": "mid", "avg_measure": -0.4477211796246649}, {"band_bucket": "low", "avg_measure": -34.6794618124258}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..68e43bcc103356765095b1ff499bb408cb4e2b8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_0480e17032bce5db +-- problem_id: v2p_n6_8daf74f76da85772 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X10" AS REAL) < -5.0 THEN 'low' + WHEN CAST("X10" AS REAL) < 5.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X10" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e44cef98df695255ed02acb4bde94072ce856cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X10\" AS REAL) < -5.0 THEN 'low'\n WHEN CAST(\"X10\" AS REAL) < 5.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X10\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X10\\\" AS REAL) < -5.0 THEN 'low'\\n WHEN CAST(\\\"X10\\\" AS REAL) < 5.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X10\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 23.86932215234102}, {\"band_bucket\": \"mid\", \"avg_measure\": -0.4477211796246649}, {\"band_bucket\": \"low\", \"avg_measure\": -34.6794618124258}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.78}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ee80257b62083054661b4407fd3b10032f427206 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:10:16.281287+00:00", + "ended_at": "2026-05-04T09:10:28.693658+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_0480e17032bce5db", + "problem_id": "v2p_n6_8daf74f76da85772", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X10.", + "bindings": { + "measure_col": "X10", + "band_col": "X10", + "band_cut_1": -5.0, + "band_cut_2": 5.0, + "lower_bound": -5.0, + "upper_bound": 5.0, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_0480e17032bce5db.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0480e17032bce5db", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 19840, + "output_tokens": 189, + "total_tokens": 23059, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 146, + "estimated_total_tokens": 2925, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12373.66, + "sql_execution_elapsed_ms_total": 6.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_0480e17032bce5db\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..278fccca8e5d7ff434ad062ff5cd2ceb5567694a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0480e17032bce5db/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:10:28.679073+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12373.66, "started_at": "2026-05-04T09:10:16.283793+00:00", "ended_at": "2026-05-04T09:10:28.657821+00:00", "prompt_metrics": {"chars": 8871, "bytes_utf8": 8871, "lines": 304, "estimated_tokens": 2779}, "response_metrics": {"chars": 550, "bytes_utf8": 550, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 22870, "cached_input_tokens": 19840, "output_tokens": 189}, "stderr_preview": "2026-05-04T09:10:16.501781Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:10:19.170071Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_050141b67d59de2c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_050141b67d59de2c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f34fc5ff3da767d26b33e02928a7cc8590286d24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_050141b67d59de2c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_050141b67d59de2c\n-- problem_id: v2p_n6_c3dcecbd7fc9aa1e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X4\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X4\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_050141b67d59de2c\\n-- problem_id: v2p_n6_c3dcecbd7fc9aa1e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X4\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X4\", \"support\", \"avg_response\"], \"rows\": [{\"X4\": \"-1\", \"support\": 304, \"avg_response\": 1.138157894736842}, {\"X4\": \"2\", \"support\": 301, \"avg_response\": 2.46843853820598}, {\"X4\": \"-3\", \"support\": 286, \"avg_response\": 2.0244755244755246}, {\"X4\": \"3\", \"support\": 280, \"avg_response\": 1.5107142857142857}, {\"X4\": \"-4\", \"support\": 279, \"avg_response\": -0.3978494623655914}, {\"X4\": \"-2\", \"support\": 262, \"avg_response\": 0.04198473282442748}, {\"X4\": \"-5\", \"support\": 258, \"avg_response\": 0.1434108527131783}, {\"X4\": \"1\", \"support\": 250, \"avg_response\": 2.072}, {\"X4\": \"-6\", \"support\": 236, \"avg_response\": 0.4661016949152542}, {\"X4\": \"4\", \"support\": 235, \"avg_response\": 1.025531914893617}, {\"X4\": \"5\", \"support\": 214, \"avg_response\": 2.4813084112149535}, {\"X4\": \"6\", \"support\": 210, \"avg_response\": 2.7095238095238097}, {\"X4\": \"-7\", \"support\": 200, \"avg_response\": -1.435}, {\"X4\": \"0\", \"support\": 193, \"avg_response\": 0.8549222797927462}, {\"X4\": \"-8\", \"support\": 187, \"avg_response\": -0.22994652406417113}, {\"X4\": \"7\", \"support\": 175, \"avg_response\": -0.3942857142857143}, {\"X4\": \"8\", \"support\": 160, \"avg_response\": 2.9625}, {\"X4\": \"-9\", \"support\": 145, \"avg_response\": 1.3241379310344827}, {\"X4\": \"-10\", \"support\": 140, \"avg_response\": -0.3142857142857143}, {\"X4\": \"9\", \"support\": 137, \"avg_response\": 2.372262773722628}, {\"X4\": \"-12\", \"support\": 131, \"avg_response\": 1.8091603053435115}, {\"X4\": \"-11\", \"support\": 121, \"avg_response\": 1.7851239669421488}, {\"X4\": \"11\", \"support\": 114, \"avg_response\": 5.105263157894737}, {\"X4\": \"10\", \"support\": 106, \"avg_response\": 4.669811320754717}, {\"X4\": \"-14\", \"support\": 99, \"avg_response\": -0.25252525252525254}, {\"X4\": \"-13\", \"support\": 95, \"avg_response\": 1.2526315789473683}, {\"X4\": \"13\", \"support\": 93, \"avg_response\": -0.15053763440860216}, {\"X4\": \"12\", \"support\": 88, \"avg_response\": 2.7386363636363638}, {\"X4\": \"-15\", \"support\": 77, \"avg_response\": 3.4935064935064934}, {\"X4\": \"14\", \"support\": 76, \"avg_response\": 1.394736842105263}, {\"X4\": \"-16\", \"support\": 72, \"avg_response\": 1.8333333333333333}, {\"X4\": \"17\", \"support\": 64, \"avg_response\": 4.328125}, {\"X4\": \"-18\", \"support\": 61, \"avg_response\": -5.754098360655738}, {\"X4\": \"16\", \"support\": 54, \"avg_response\": 3.5925925925925926}, {\"X4\": \"-17\", \"support\": 54, \"avg_response\": 1.3888888888888888}, {\"X4\": \"15\", \"support\": 47, \"avg_response\": 7.0212765957446805}, {\"X4\": \"20\", \"support\": 40, \"avg_response\": 8.025}, {\"X4\": \"19\", \"support\": 40, \"avg_response\": 3.8}, {\"X4\": \"-21\", \"support\": 40, \"avg_response\": -2.525}, {\"X4\": \"-20\", \"support\": 40, \"avg_response\": -7.375}, {\"X4\": \"-19\", \"support\": 36, \"avg_response\": -0.7222222222222222}, {\"X4\": \"-27\", \"support\": 36, \"avg_response\": -12.722222222222221}, {\"X4\": \"-23\", \"support\": 35, \"avg_response\": 7.457142857142857}, {\"X4\": \"-22\", \"support\": 35, \"avg_response\": -4.485714285714286}, {\"X4\": \"-24\", \"support\": 34, \"avg_response\": 6.411764705882353}, {\"X4\": \"-25\", \"support\": 34, \"avg_response\": -12.382352941176471}, {\"X4\": \"23\", \"support\": 33, \"avg_response\": 2.090909090909091}, {\"X4\": \"18\", \"support\": 33, \"avg_response\": 0.7575757575757576}, {\"X4\": \"26\", \"support\": 33, \"avg_response\": 0.5454545454545454}, {\"X4\": \"21\", \"support\": 32, \"avg_response\": 1.5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_050141b67d59de2c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_050141b67d59de2c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..af2627415b4c5903dbd06f59817d7e3d68dc5301 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_050141b67d59de2c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.028904+00:00", + "ended_at": "2026-05-04T09:50:30.039613+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_050141b67d59de2c", + "problem_id": "v2p_n6_c3dcecbd7fc9aa1e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X4.", + "bindings": { + "key_col": "X4", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_050141b67d59de2c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_050141b67d59de2c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_050141b67d59de2c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_050141b67d59de2c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3853812f1f81f3ecd66aff7df2ee699c1ede936 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 172}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b6a4768a7744fb1dd4f8edc7a7c30e9ee190a7ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_075a429bf24257ce", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22943, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2796, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18656.57, + "sql_execution_elapsed_ms_total": 4.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_075a429bf24257ce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..63462b7a759e2692eff277eb5fe2a61fb0f2437d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:44:20.055147+00:00", + "ended_at": "2026-05-04T09:44:38.711759+00:00", + "elapsed_ms": 18656.57, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "estimated_tokens": 2682 + }, + "stdout_metrics": { + "chars": 740, + "bytes_utf8": 740, + "lines": 4, + "estimated_tokens": 224 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13215 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 410, + "bytes_utf8": 410, + "lines": 1, + "estimated_tokens": 114 + }, + "usage": { + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 172 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..446fdec7b830740bbaf421769c3fc93e5c64b9f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9388fb921298120ee28dfcfc87dc9e80767b1fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25f-d5da-7e21-9961-72550cea51c8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X10\\\" AS REAL)) > 8.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X10\\\". CAST to REAL was added because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":172}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5819eb42577e418f99ea6ae467fcc24f5490a798 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X10\" AS REAL)) > 8.0\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the planned Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X10\". CAST to REAL was added because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fbd4539d54d5f364bc13cecbc74396bd078563b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:44:20.269360Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:44:24.030023Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:44:36.694528Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48c3ae10c4885790b41bb742285aa31d97aaa3dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10. +Result preview: [{"y": "1", "total_measure": 7495.0}, {"y": "3", "total_measure": 321.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9c2384e36029857a97ec7969974cbfaacdf6ae1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_075a429bf24257ce +-- problem_id: v2p_n6_6226a5dafb916f3f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X10" AS REAL)) > 8.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3812ae6e2e0aa295247b76ee7a07533dfe5fa4a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X10\" AS REAL)) > 8.0\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X10\\\" AS REAL)) > 8.0\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 7495.0}, {\"y\": \"3\", \"total_measure\": 321.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.97}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5fa1b5ff435f09fb7ab664890d3faac7367927a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:44:20.051654+00:00", + "ended_at": "2026-05-04T09:44:38.745591+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_075a429bf24257ce", + "problem_id": "v2p_n6_6226a5dafb916f3f", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_075a429bf24257ce.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_075a429bf24257ce", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22943, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2796, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18656.57, + "sql_execution_elapsed_ms_total": 4.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_075a429bf24257ce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e05070c849b9d7eb4841d4ad01c23255b72c2ff5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:44:38.732124+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18656.57, "started_at": "2026-05-04T09:44:20.055147+00:00", "ended_at": "2026-05-04T09:44:38.711759+00:00", "prompt_metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}, "response_metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 172}, "stderr_preview": "2026-05-04T09:44:20.269360Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:44:24.030023Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 8.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X10\\\". CAST to REAL was added because the schema stores feature values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1e4b5f5875af3aa5b6b2dc7c9008fd9e01189beb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_075a429bf24257ce/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_075a429bf24257ce", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22943, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2796, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18656.57, + "sql_execution_elapsed_ms_total": 4.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_075a429bf24257ce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12c23f230993a010ba2bcc655323a8005ac84376 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8592, "bytes_utf8": 8592, "lines": 300, "estimated_tokens": 2683}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 216}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ed7c8c30728aa11bac0c391cf9d77d8568c58b98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_077e821bfad2d8ed", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 216, + "total_tokens": 22988, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2798, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14044.24, + "sql_execution_elapsed_ms_total": 4.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_077e821bfad2d8ed\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..812925daf715402f2c2a8d650c186358587a8591 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:47:45.816237+00:00", + "ended_at": "2026-05-04T09:47:59.860297+00:00", + "elapsed_ms": 14044.24, + "prompt_metrics": { + "chars": 8592, + "bytes_utf8": 8592, + "lines": 300, + "estimated_tokens": 2683 + }, + "stdout_metrics": { + "chars": 746, + "bytes_utf8": 746, + "lines": 4, + "estimated_tokens": 228 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13173 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 416, + "bytes_utf8": 416, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 216 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42aa18791cdaf6b0b8c036eeab601b5299084045 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X15.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..647f83be6b266e208e2ae9336b150f994f6e23f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df262-f9b2-7232-85b6-0d3dc3ed0b52"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X15\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X15\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Applied the Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X15\\\". CAST to REAL was added because the schema stores feature columns as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22772,"cached_input_tokens":21888,"output_tokens":216}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77feb5724a00de3442a102ca6c2d8579534ab4b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X15\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X15\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Applied the Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X15\". CAST to REAL was added because the schema stores feature columns as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d63b13984b96d63e4ef2d52ba7dff3aa2302b9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:47:46.029834Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:47:48.510325Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:47:58.942888Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdd949d8380ba58a4e2a4dab3c2b3e7b9372a8c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X15. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d007f53a8cca97a6a2bd9153ad07004cc09b7316 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_077e821bfad2d8ed +-- problem_id: v2p_n6_88a008b0fe86f634 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X15" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X15" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c07d906bf488977fc09bf869e08dd567cac21b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X15\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X15\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X15\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X15\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.86}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8c101dabfef9ba6bd19198255dc3590f1889ef06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:47:45.812516+00:00", + "ended_at": "2026-05-04T09:47:59.893910+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_077e821bfad2d8ed", + "problem_id": "v2p_n6_88a008b0fe86f634", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X15.", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_077e821bfad2d8ed.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_077e821bfad2d8ed", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 216, + "total_tokens": 22988, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2798, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14044.24, + "sql_execution_elapsed_ms_total": 4.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_077e821bfad2d8ed\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..501fb9f8050e12ad30d880629ef6223343ae9e96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:47:59.879608+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14044.24, "started_at": "2026-05-04T09:47:45.816237+00:00", "ended_at": "2026-05-04T09:47:59.860297+00:00", "prompt_metrics": {"chars": 8592, "bytes_utf8": 8592, "lines": 300, "estimated_tokens": 2683}, "response_metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 216}, "stderr_preview": "2026-05-04T09:47:46.029834Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:47:48.510325Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 3.0\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Applied the Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X15\\\". CAST to REAL was added because the schema stores feature columns as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9d07624c0e943d8ee138fc176d04695361b074d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_077e821bfad2d8ed/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_077e821bfad2d8ed", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 216, + "total_tokens": 22988, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2798, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14044.24, + "sql_execution_elapsed_ms_total": 4.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_077e821bfad2d8ed\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..609e066c3bac7d677f79cc184b80c87787580936 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8611, "bytes_utf8": 8611, "lines": 302, "estimated_tokens": 2688}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22777, "cached_input_tokens": 19840, "output_tokens": 177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1896e39efe358d16c2f2988918524e704c383804 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_085172163fe5bdb9", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 19840, + "output_tokens": 177, + "total_tokens": 22954, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11940.94, + "sql_execution_elapsed_ms_total": 2.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_085172163fe5bdb9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..44311d6e6fcd31987ef89c4a4aa97b5f7f3d296b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:20:23.640740+00:00", + "ended_at": "2026-05-04T09:20:35.581276+00:00", + "elapsed_ms": 11940.94, + "prompt_metrics": { + "chars": 8611, + "bytes_utf8": 8611, + "lines": 302, + "estimated_tokens": 2688 + }, + "stdout_metrics": { + "chars": 731, + "bytes_utf8": 731, + "lines": 4, + "estimated_tokens": 215 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13195 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 401, + "bytes_utf8": 401, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 22777, + "cached_input_tokens": 19840, + "output_tokens": 177 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18ce4e0350eada803283c07644d414c3fd5c668f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X3", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00b86c3a9fc92288acbe5370c9f9ca4cd3ae4823 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-eb24-7f83-b476-2d219a102fcf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X3\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X3\\\". CAST(\\\"X3\\\" AS REAL) is applied because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22777,"cached_input_tokens":19840,"output_tokens":177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..624b7066bdfc5b1531ed5a4aa5b18d473812ba58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X3\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the required template with group_col bound to \"y\" and predicate_col bound to \"X3\". CAST(\"X3\" AS REAL) is applied because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8667de94f64abcd51c3917f07d8428e6dc6ecc97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:23.896899Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:26.330200Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:34.870718Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..51c9c65ceaa517f86454f709c315d3e95373b936 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "0", "support": 792}, {"y": "1", "support": 678}, {"y": "3", "support": 463}, {"y": "2", "support": 280}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..24e88018efc6976be4902e84d3207f082b9e9f70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_085172163fe5bdb9 +-- problem_id: v2p_n6_549ababb629583d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X3" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0463f9d0b18cf9740979f75f75fe08cdd8992ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X3\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X3\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 792}, {\"y\": \"1\", \"support\": 678}, {\"y\": \"3\", \"support\": 463}, {\"y\": \"2\", \"support\": 280}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f685faf909427b382209f0f6d66a22dd18c144d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:20:23.637505+00:00", + "ended_at": "2026-05-04T09:20:35.607862+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_085172163fe5bdb9", + "problem_id": "v2p_n6_549ababb629583d3", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X3", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_085172163fe5bdb9.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_085172163fe5bdb9", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 19840, + "output_tokens": 177, + "total_tokens": 22954, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11940.94, + "sql_execution_elapsed_ms_total": 2.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_085172163fe5bdb9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ef0c25333fcba5d61617e2d743bc808ecbe8597 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:35.598443+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11940.94, "started_at": "2026-05-04T09:20:23.640740+00:00", "ended_at": "2026-05-04T09:20:35.581276+00:00", "prompt_metrics": {"chars": 8611, "bytes_utf8": 8611, "lines": 302, "estimated_tokens": 2688}, "response_metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22777, "cached_input_tokens": 19840, "output_tokens": 177}, "stderr_preview": "2026-05-04T09:20:23.896899Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:26.330200Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X3\\\". CAST(\\\"X3\\\" AS REAL) is applied because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7e23b8f3fafbd91d821a56f7eb2f61a14493a2dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_085172163fe5bdb9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_085172163fe5bdb9", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 19840, + "output_tokens": 177, + "total_tokens": 22954, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11940.94, + "sql_execution_elapsed_ms_total": 2.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_085172163fe5bdb9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..beb35aa198f37eaa1771e473e444d1e06c01df3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8507, "bytes_utf8": 8507, "lines": 300, "estimated_tokens": 2650}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 361, "bytes_utf8": 361, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22741, "cached_input_tokens": 19840, "output_tokens": 142}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1e270a679ae2c27759909ce16033df04729f9c84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_08cb6274803ae1e6", + "api_calls": 0, + "input_tokens": 22741, + "cached_input_tokens": 19840, + "output_tokens": 142, + "total_tokens": 22883, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2650, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2745, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10991.85, + "sql_execution_elapsed_ms_total": 24.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_08cb6274803ae1e6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..58c9161386ce98a272fa9e7c325eca50942f8b25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:07:29.507076+00:00", + "ended_at": "2026-05-04T09:07:40.499021+00:00", + "elapsed_ms": 10991.85, + "prompt_metrics": { + "chars": 8507, + "bytes_utf8": 8507, + "lines": 300, + "estimated_tokens": 2650 + }, + "stdout_metrics": { + "chars": 689, + "bytes_utf8": 689, + "lines": 4, + "estimated_tokens": 203 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 361, + "bytes_utf8": 361, + "lines": 1, + "estimated_tokens": 95 + }, + "usage": { + "input_tokens": 22741, + "cached_input_tokens": 19840, + "output_tokens": 142 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cfb287e6156089492ff89f7b861e10036def5a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X15.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..30c70349eaa4d09c7d0d03b81665a9bc7ef1ff19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-1ad3-7fe0-a914-4c41d8805368"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X15\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X15\\\". Cast \\\"X15\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22741,"cached_input_tokens":19840,"output_tokens":142}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d04f9801e549e7bf02b98f47c36fb5a0afb90ec7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X15\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"y\" and measure_col=\"X15\". Cast \"X15\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef32c9536e0bdeb499a56c6cea791c28d7c9828f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:29.666903Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:32.006021Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:07:39.723777Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..23c52a952e45289588dfb47b5c17595fe7bde3d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X15. +Result preview: [{"y": "3", "avg_measure": -0.2175}, {"y": "2", "avg_measure": -0.671}, {"y": "1", "avg_measure": -1.806}, {"y": "0", "avg_measure": -14.727}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1100ac144a9d9c3e5b81c4bf3a07a9cef64a874e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_08cb6274803ae1e6 +-- problem_id: v2p_n6_3db5a27c06a50b6c +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X15" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9c2cc3329274594cfd778872914da75719cac21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X15\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X15\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"3\", \"avg_measure\": -0.2175}, {\"y\": \"2\", \"avg_measure\": -0.671}, {\"y\": \"1\", \"avg_measure\": -1.806}, {\"y\": \"0\", \"avg_measure\": -14.727}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fe175f906f72e01a5af0d16fe6629acb986b437a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:07:29.504233+00:00", + "ended_at": "2026-05-04T09:07:40.551263+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_08cb6274803ae1e6", + "problem_id": "v2p_n6_3db5a27c06a50b6c", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X15.", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_08cb6274803ae1e6.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_08cb6274803ae1e6", + "api_calls": 0, + "input_tokens": 22741, + "cached_input_tokens": 19840, + "output_tokens": 142, + "total_tokens": 22883, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2650, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2745, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10991.85, + "sql_execution_elapsed_ms_total": 24.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_08cb6274803ae1e6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98c3ddc42269426ec991468a27a0fd893dcc488f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_08cb6274803ae1e6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:40.514663+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10991.85, "started_at": "2026-05-04T09:07:29.507076+00:00", "ended_at": "2026-05-04T09:07:40.499021+00:00", "prompt_metrics": {"chars": 8507, "bytes_utf8": 8507, "lines": 300, "estimated_tokens": 2650}, "response_metrics": {"chars": 361, "bytes_utf8": 361, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22741, "cached_input_tokens": 19840, "output_tokens": 142}, "stderr_preview": "2026-05-04T09:07:29.666903Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:32.006021Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X14.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X14", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a314dafb30b463f5b41c125fc4301e13997eca69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25d-e17f-7893-9711-4d674c035219"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"X14\\\" AS REAL) AS \\\"X14\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X14\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X14\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"X14\\\" DESC;\",\"notes\":\"Applied Quantile Tail Slice with measure_col bound to \\\"X14\\\" and num_tiles=10. Cast \\\"X14\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22785,"cached_input_tokens":21888,"output_tokens":189}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..afd0136bc0aefa22eaef465c79649392c039117a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"X14\" AS REAL) AS \"X14\",\n NTILE(10) OVER (ORDER BY CAST(\"X14\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n6\"\n)\nSELECT \"X14\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"X14\" DESC;","notes":"Applied Quantile Tail Slice with measure_col bound to \"X14\" and num_tiles=10. Cast \"X14\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3f94f5f7c4fc091c270cfcb1cc469d7639ceee1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:42:12.172699Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:42:14.663587Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:42:25.221428Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a87ac5cc453d889b486b2f741626569e00250c2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X14. +Result preview: [{"X14": 291.0}, {"X14": 222.0}, {"X14": 204.0}, {"X14": 197.0}, {"X14": 196.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb79f55a99dffff88d96e78bd70f10d23a921a8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_0a3cba3e4489dbc7 +-- problem_id: v2p_n6_630201cd641bafec +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("X14" AS REAL) AS "X14", + NTILE(10) OVER (ORDER BY CAST("X14" AS REAL) DESC) AS "tail_bucket" + FROM "n6" +) +SELECT "X14" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "X14" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b3f952a7711f392e0f286a3303f9b9dd829f13f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"X14\" AS REAL) AS \"X14\",\n NTILE(10) OVER (ORDER BY CAST(\"X14\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n6\"\n)\nSELECT \"X14\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"X14\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"X14\\\" AS REAL) AS \\\"X14\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X14\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X14\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"X14\\\" DESC;\", \"columns\": [\"X14\"], \"rows\": [{\"X14\": 291.0}, {\"X14\": 222.0}, {\"X14\": 204.0}, {\"X14\": 197.0}, {\"X14\": 196.0}, {\"X14\": 192.0}, {\"X14\": 187.0}, {\"X14\": 184.0}, {\"X14\": 182.0}, {\"X14\": 178.0}, {\"X14\": 173.0}, {\"X14\": 171.0}, {\"X14\": 167.0}, {\"X14\": 163.0}, {\"X14\": 159.0}, {\"X14\": 157.0}, {\"X14\": 157.0}, {\"X14\": 157.0}, {\"X14\": 151.0}, {\"X14\": 150.0}, {\"X14\": 150.0}, {\"X14\": 148.0}, {\"X14\": 148.0}, {\"X14\": 148.0}, {\"X14\": 147.0}, {\"X14\": 146.0}, {\"X14\": 145.0}, {\"X14\": 143.0}, {\"X14\": 142.0}, {\"X14\": 142.0}, {\"X14\": 138.0}, {\"X14\": 136.0}, {\"X14\": 136.0}, {\"X14\": 135.0}, {\"X14\": 130.0}, {\"X14\": 129.0}, {\"X14\": 129.0}, {\"X14\": 129.0}, {\"X14\": 126.0}, {\"X14\": 126.0}, {\"X14\": 124.0}, {\"X14\": 123.0}, {\"X14\": 121.0}, {\"X14\": 121.0}, {\"X14\": 120.0}, {\"X14\": 119.0}, {\"X14\": 119.0}, {\"X14\": 119.0}, {\"X14\": 119.0}, {\"X14\": 118.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 19.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bdbbf6ef1af3ed5d863978ad4461106d500d5a58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:42:11.958657+00:00", + "ended_at": "2026-05-04T09:42:26.364927+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_0a3cba3e4489dbc7", + "problem_id": "v2p_n6_630201cd641bafec", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X14.", + "bindings": { + "measure_col": "X14", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_0a3cba3e4489dbc7.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0a3cba3e4489dbc7", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 189, + "total_tokens": 22974, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2837, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14349.7, + "sql_execution_elapsed_ms_total": 19.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_0a3cba3e4489dbc7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b4fab38df645368cec6d459ad8f99aa4e7e2478 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:42:26.337058+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14349.7, "started_at": "2026-05-04T09:42:11.961474+00:00", "ended_at": "2026-05-04T09:42:26.310411+00:00", "prompt_metrics": {"chars": 8605, "bytes_utf8": 8605, "lines": 298, "estimated_tokens": 2694}, "response_metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 189}, "stderr_preview": "2026-05-04T09:42:12.172699Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:42:14.663587Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d9d3c10b05e66a30b1876aa54aadbe6091cfce2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_0b69b6322a3db1c6\n-- problem_id: v2p_n6_d44f122ef0069d1a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X15\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X15\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_0b69b6322a3db1c6\\n-- problem_id: v2p_n6_d44f122ef0069d1a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X15\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X15\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X15\", \"support\", \"avg_response\"], \"rows\": [{\"X15\": \"-2\", \"support\": 340, \"avg_response\": -2.5176470588235293}, {\"X15\": \"2\", \"support\": 323, \"avg_response\": -0.8111455108359134}, {\"X15\": \"-1\", \"support\": 314, \"avg_response\": -2.340764331210191}, {\"X15\": \"-3\", \"support\": 302, \"avg_response\": -1.4569536423841059}, {\"X15\": \"3\", \"support\": 299, \"avg_response\": -0.5083612040133779}, {\"X15\": \"-4\", \"support\": 294, \"avg_response\": -2.5306122448979593}, {\"X15\": \"-5\", \"support\": 291, \"avg_response\": -1.5910652920962198}, {\"X15\": \"1\", \"support\": 287, \"avg_response\": -0.686411149825784}, {\"X15\": \"0\", \"support\": 285, \"avg_response\": -0.8666666666666667}, {\"X15\": \"4\", \"support\": 260, \"avg_response\": 2.026923076923077}, {\"X15\": \"-6\", \"support\": 238, \"avg_response\": -5.6344537815126055}, {\"X15\": \"5\", \"support\": 233, \"avg_response\": -0.2145922746781116}, {\"X15\": \"-7\", \"support\": 218, \"avg_response\": -4.0963302752293576}, {\"X15\": \"-8\", \"support\": 210, \"avg_response\": -3.704761904761905}, {\"X15\": \"7\", \"support\": 183, \"avg_response\": 0.4207650273224044}, {\"X15\": \"6\", \"support\": 177, \"avg_response\": 2.0112994350282487}, {\"X15\": \"-9\", \"support\": 171, \"avg_response\": -5.380116959064328}, {\"X15\": \"-10\", \"support\": 170, \"avg_response\": -3.664705882352941}, {\"X15\": \"8\", \"support\": 144, \"avg_response\": 3.6319444444444446}, {\"X15\": \"-12\", \"support\": 127, \"avg_response\": -2.6929133858267718}, {\"X15\": \"-11\", \"support\": 126, \"avg_response\": -3.0793650793650795}, {\"X15\": \"9\", \"support\": 109, \"avg_response\": 6.137614678899083}, {\"X15\": \"10\", \"support\": 91, \"avg_response\": 2.2527472527472527}, {\"X15\": \"-13\", \"support\": 89, \"avg_response\": -13.876404494382022}, {\"X15\": \"11\", \"support\": 84, \"avg_response\": 7.642857142857143}, {\"X15\": \"-14\", \"support\": 80, \"avg_response\": -7.65}, {\"X15\": \"13\", \"support\": 76, \"avg_response\": -2.4210526315789473}, {\"X15\": \"12\", \"support\": 69, \"avg_response\": 3.246376811594203}, {\"X15\": \"16\", \"support\": 65, \"avg_response\": -2.6769230769230767}, {\"X15\": \"-18\", \"support\": 59, \"avg_response\": -7.169491525423729}, {\"X15\": \"-17\", \"support\": 58, \"avg_response\": -3.5517241379310347}, {\"X15\": \"14\", \"support\": 57, \"avg_response\": 2.719298245614035}, {\"X15\": \"-16\", \"support\": 54, \"avg_response\": -5.666666666666667}, {\"X15\": \"-15\", \"support\": 53, \"avg_response\": -10.716981132075471}, {\"X15\": \"15\", \"support\": 51, \"avg_response\": 4.0588235294117645}, {\"X15\": \"18\", \"support\": 51, \"avg_response\": 0.8627450980392157}, {\"X15\": \"17\", \"support\": 41, \"avg_response\": 6.341463414634147}, {\"X15\": \"-19\", \"support\": 41, \"avg_response\": -14.121951219512194}, {\"X15\": \"-23\", \"support\": 37, \"avg_response\": -6.27027027027027}, {\"X15\": \"-21\", \"support\": 37, \"avg_response\": -9.18918918918919}, {\"X15\": \"-20\", \"support\": 35, \"avg_response\": 7.8}, {\"X15\": \"19\", \"support\": 35, \"avg_response\": 2.2857142857142856}, {\"X15\": \"21\", \"support\": 34, \"avg_response\": -0.5882352941176471}, {\"X15\": \"20\", \"support\": 34, \"avg_response\": -4.911764705882353}, {\"X15\": \"-22\", \"support\": 32, \"avg_response\": -7.5625}, {\"X15\": \"23\", \"support\": 31, \"avg_response\": -8.548387096774194}, {\"X15\": \"22\", \"support\": 28, \"avg_response\": -9.571428571428571}, {\"X15\": \"-24\", \"support\": 27, \"avg_response\": -7.777777777777778}, {\"X15\": \"-25\", \"support\": 22, \"avg_response\": -1.5909090909090908}, {\"X15\": \"-26\", \"support\": 20, \"avg_response\": -13.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4b318f412e4a1282454995363e52aa44615b3dae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.644372+00:00", + "ended_at": "2026-05-04T09:50:30.654826+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_0b69b6322a3db1c6", + "problem_id": "v2p_n6_d44f122ef0069d1a", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X15.", + "bindings": { + "key_col": "X15", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=56", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 56, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_0b69b6322a3db1c6.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..425eb7788f5629697ff5c482c8e94871faa2ce10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 200}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ba4ba8b2ac9645532be459ac7d154d0aa7c50d58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0c32ac8872f27c5b", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 200, + "total_tokens": 22971, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2798, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21629.0, + "sql_execution_elapsed_ms_total": 6.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_0c32ac8872f27c5b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e3829c43b7c1b8e1c457876f795ba8ffd2e9898 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:44:38.750726+00:00", + "ended_at": "2026-05-04T09:45:00.378721+00:00", + "elapsed_ms": 21629.0, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "estimated_tokens": 2682 + }, + "stdout_metrics": { + "chars": 738, + "bytes_utf8": 738, + "lines": 4, + "estimated_tokens": 228 + }, + "stderr_metrics": { + "chars": 11766, + "bytes_utf8": 11766, + "lines": 30, + "estimated_tokens": 6566 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 404, + "bytes_utf8": 404, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 200 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6945fc44d6c088dab35ba61687d2c14b3c4ba94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d68f99e5ab9b5fe8dbb13736b88a577160c08b98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df260-1ee3-75b3-92a4-c321819390d8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X10\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X10\\\". Cast \\\"X10\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":200}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83e5d08dc5426ab21fc2f154f085aa0518e6f4c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X10\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the required Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X10\". Cast \"X10\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e39632c613c72b95e7b50fe8ac817b5c9525f9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T09:44:38.957472Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:44:43.978310Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: "https://chatgpt.com/backend-api/wham/apps", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: "unexpected EOF during handshake" }) })) +2026-05-04T09:44:47.332694Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..47248a787dab73c08dbbf277d0d28c42b11dd795 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X10. +Result preview: [{"y": "1", "total_measure": 7495.0}, {"y": "3", "total_measure": 321.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d62ffe04211a7345bc03e9636073611ad72dac1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_0c32ac8872f27c5b +-- problem_id: v2p_n6_b9209722a0a21fbc +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X10" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..503606769e19e58f8a687a6805ee3a837f8f05b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X10\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X10\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 7495.0}, {\"y\": \"3\", \"total_measure\": 321.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.01}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1bfd5296a2a43819510d0f629774d44674bbfa6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:44:38.748019+00:00", + "ended_at": "2026-05-04T09:45:00.408584+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_0c32ac8872f27c5b", + "problem_id": "v2p_n6_b9209722a0a21fbc", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_0c32ac8872f27c5b.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0c32ac8872f27c5b", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 200, + "total_tokens": 22971, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2798, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21629.0, + "sql_execution_elapsed_ms_total": 6.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_0c32ac8872f27c5b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e447e61c3dbc9a275c290952309c884bbb841440 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0c32ac8872f27c5b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:45:00.394236+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21629.0, "started_at": "2026-05-04T09:44:38.750726+00:00", "ended_at": "2026-05-04T09:45:00.378721+00:00", "prompt_metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}, "response_metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 200}, "stderr_preview": "2026-05-04T09:44:38.957472Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:44:43.978310Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: \"https://chatgpt.com/backend-api/wham/apps\", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: \"unexpected EOF during handshake\" }) }))\n2026-05-04T09:44:47.332694Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n + + +
+ +
+
+ + + +2026-05-04T09:35:11.058453Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0dbd89e492058dae/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0dbd89e492058dae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..04198b77d2dc42768c302c2a255642e952ec0b17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0dbd89e492058dae/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1. +Result preview: [{"y": "0", "percentile_measure": 70.10000000000014}, {"y": "1", "percentile_measure": 29.0}, {"y": "3", "percentile_measure": 9.0}, {"y": "2", "percentile_measure": 8.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0dbd89e492058dae/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0dbd89e492058dae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e80cc15503a0f2a165333e54fa9c5a8646d6d2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0dbd89e492058dae/generated_sql.sql @@ -0,0 +1,55 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_0dbd89e492058dae +-- problem_id: v2p_n6_ef43f855aa4ecae2 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "y", + CAST("X1" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X1" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X1" IS NOT NULL +), +"positions" AS ( + SELECT + "y", + "measure", + "rn", + (1.0 + ("cnt" - 1) * 0.9) AS "pos", + CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lo_rn", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + THEN CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + ELSE CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + 1 + END AS "hi_rn" + FROM "ordered" +) +SELECT + "y", + CASE + WHEN MAX("lo_rn") = MAX("hi_rn") THEN + MAX(CASE WHEN "rn" = "lo_rn" THEN "measure" END) + ELSE + MAX(CASE WHEN "rn" = "lo_rn" THEN "measure" END) + + (MAX("pos") - MAX("lo_rn")) * ( + MAX(CASE WHEN "rn" = "hi_rn" THEN "measure" END) - + MAX(CASE WHEN "rn" = "lo_rn" THEN "measure" END) + ) + END AS "percentile_measure" +FROM "positions" +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0dbd89e492058dae/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0dbd89e492058dae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf9cf605b985dc211a1a21de86612306a65e6dc7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0dbd89e492058dae/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"y\",\n CAST(\"X1\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X1\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X1\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT\n \"y\",\n \"measure\",\n \"rn\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.9) = CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n THEN CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n ELSE CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ordered\"\n)\nSELECT\n \"y\",\n CASE\n WHEN MAX(\"lo_rn\") = MAX(\"hi_rn\") THEN\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure\" END)\n ELSE\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure\" END) +\n (MAX(\"pos\") - MAX(\"lo_rn\")) * (\n MAX(CASE WHEN \"rn\" = \"hi_rn\" THEN \"measure\" END) -\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure\" END)\n )\n END AS \"percentile_measure\"\nFROM \"positions\"\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X1\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X1\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X1\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n CASE\\n WHEN MAX(\\\"lo_rn\\\") = MAX(\\\"hi_rn\\\") THEN\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure\\\" END) +\\n (MAX(\\\"pos\\\") - MAX(\\\"lo_rn\\\")) * (\\n MAX(CASE WHEN \\\"rn\\\" = \\\"hi_rn\\\" THEN \\\"measure\\\" END) -\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"positions\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 70.10000000000014}, {\"y\": \"1\", \"percentile_measure\": 29.0}, {\"y\": \"3\", \"percentile_measure\": 9.0}, {\"y\": \"2\", \"percentile_measure\": 8.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 39.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0dbd89e492058dae/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0dbd89e492058dae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..693e23e1b1fb2688ece02bc9582b4aaefc71a50d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0dbd89e492058dae/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:34:38.382070+00:00", + "ended_at": "2026-05-04T09:35:11.943150+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_0dbd89e492058dae", + "problem_id": "v2p_n6_ef43f855aa4ecae2", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1.", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_0dbd89e492058dae.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0dbd89e492058dae", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 1127, + "total_tokens": 23894, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 543, + "estimated_total_tokens": 3219, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33488.14, + "sql_execution_elapsed_ms_total": 39.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_0dbd89e492058dae\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0dbd89e492058dae/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0dbd89e492058dae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db5cd7357da6ba95ee56c53ee45eb13279963458 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0dbd89e492058dae/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:35:11.892459+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 33488.14, "started_at": "2026-05-04T09:34:38.384472+00:00", "ended_at": "2026-05-04T09:35:11.870630+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 1535, "bytes_utf8": 1535, "lines": 1, "estimated_tokens": 543}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 1127}, "stderr_preview": "2026-05-04T09:34:38.612493Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:40.988259Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X3.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2e13ea362eb0e98e5aa6f9b51bf29f74cf63a78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df258-4f0e-7d73-a8e8-8e66665c9337"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X3\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X3\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X3\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((95 * \\\"cnt\\\" + 99) / 100) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned group_col=\\\"y\\\" and measure_col=\\\"X3\\\". Because SQLite does not support PERCENTILE_CONT, this uses a nearest-rank 95th percentile approximation per group and casts \\\"X3\\\" from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":450}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b86f17e5da97d25ab14c3c892393a854eca153b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X3\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X3\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"X3\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"y\",\n \"measure\",\n \"rn\",\n \"cnt\",\n ((95 * \"cnt\" + 99) / 100) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned group_col=\"y\" and measure_col=\"X3\". Because SQLite does not support PERCENTILE_CONT, this uses a nearest-rank 95th percentile approximation per group and casts \"X3\" from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..522d941b9ce9c3622932431c35097859f03ffd93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:36:06.999960Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:36:09.375614Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:36:24.666734Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..abddda26752f656c02c92ce016b899539bd3b112 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X3. +Result preview: [{"y": "0", "percentile_measure": 100.0}, {"y": "1", "percentile_measure": 20.0}, {"y": "3", "percentile_measure": 10.0}, {"y": "2", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1b1aa2da6c0a0d155a8f2f52145a97754b0eeaef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_0fa7eb7a4c556c4a +-- problem_id: v2p_n6_f1f62620c0246cfd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X3" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X3" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "X3" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "y", + "measure", + "rn", + "cnt", + ((95 * "cnt" + 99) / 100) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "measure" AS "percentile_measure" +FROM "percentile_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b6e724c6b84de0b0937e7c6e6a85325859de692 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X3\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X3\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"X3\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"y\",\n \"measure\",\n \"rn\",\n \"cnt\",\n ((95 * \"cnt\" + 99) / 100) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X3\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X3\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X3\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((95 * \\\"cnt\\\" + 99) / 100) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 100.0}, {\"y\": \"1\", \"percentile_measure\": 20.0}, {\"y\": \"3\", \"percentile_measure\": 10.0}, {\"y\": \"2\", \"percentile_measure\": 7.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.98}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e07780c2fe497ec061189acf767be200f50bb83f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:36:06.771231+00:00", + "ended_at": "2026-05-04T09:36:25.472457+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_0fa7eb7a4c556c4a", + "problem_id": "v2p_n6_f1f62620c0246cfd", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X3.", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_0fa7eb7a4c556c4a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0fa7eb7a4c556c4a", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 450, + "total_tokens": 23217, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 283, + "estimated_total_tokens": 2959, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18644.4, + "sql_execution_elapsed_ms_total": 27.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_0fa7eb7a4c556c4a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f51725c5a11a3983bb3fe74afc3890c7c1e97d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:36:25.436434+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18644.4, "started_at": "2026-05-04T09:36:06.773515+00:00", "ended_at": "2026-05-04T09:36:25.418074+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 915, "bytes_utf8": 915, "lines": 1, "estimated_tokens": 283}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 450}, "stderr_preview": "2026-05-04T09:36:06.999960Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:36:09.375614Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X15.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X15", + "band_col": "X15", + "band_cut_1": -6.0, + "band_cut_2": 3.0, + "lower_bound": -6.0, + "upper_bound": 3.0, + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4abe959e0049103b5ebafb52f3855ecd109b58a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-0f44-7613-8b45-9fe05c06bb3b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X15\\\" AS REAL) < -6.0 THEN 'low'\\n WHEN CAST(\\\"X15\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X15\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned template with \\\"X15\\\" as both band_col and measure_col, casting from TEXT to REAL for SQLite-compatible numeric comparison and averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22869,"cached_input_tokens":22400,"output_tokens":173}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f50d5c19f3d3200032590aed1f3883734ee7382 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X15\" AS REAL) < -6.0 THEN 'low'\n WHEN CAST(\"X15\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X15\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Applied the planned template with \"X15\" as both band_col and measure_col, casting from TEXT to REAL for SQLite-compatible numeric comparison and averaging."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8816c952a96003da91168007a3a8417b35cdb1b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:11:48.866907Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:11:51.260571Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:12:01.339616Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..053b3882f549af5ec59c93a633e619c122a9d039 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X15. +Result preview: [{"band_bucket": "high", "avg_measure": 21.153260869565216}, {"band_bucket": "mid", "avg_measure": -1.8795811518324608}, {"band_bucket": "low", "avg_measure": -34.372564302416215}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f121f0d11526951efade483cd2e9052ce42228ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_10b3e5f11137a9cf +-- problem_id: v2p_n6_4f25c0f54a62d5d9 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X15" AS REAL) < -6.0 THEN 'low' + WHEN CAST("X15" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X15" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..175fbce40ac09acd4838f256f8b12dcbc1e2d120 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X15\" AS REAL) < -6.0 THEN 'low'\n WHEN CAST(\"X15\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X15\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X15\\\" AS REAL) < -6.0 THEN 'low'\\n WHEN CAST(\\\"X15\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X15\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 21.153260869565216}, {\"band_bucket\": \"mid\", \"avg_measure\": -1.8795811518324608}, {\"band_bucket\": \"low\", \"avg_measure\": -34.372564302416215}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b0feb4e7d247b748cd351209b895b72980c0b70c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:11:48.628312+00:00", + "ended_at": "2026-05-04T09:12:02.271721+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_10b3e5f11137a9cf", + "problem_id": "v2p_n6_4f25c0f54a62d5d9", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X15.", + "bindings": { + "measure_col": "X15", + "band_col": "X15", + "band_cut_1": -6.0, + "band_cut_2": 3.0, + "lower_bound": -6.0, + "upper_bound": 3.0, + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_10b3e5f11137a9cf.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_10b3e5f11137a9cf", + "api_calls": 0, + "input_tokens": 22869, + "cached_input_tokens": 22400, + "output_tokens": 173, + "total_tokens": 23042, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2778, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2916, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13604.34, + "sql_execution_elapsed_ms_total": 5.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_10b3e5f11137a9cf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87261f4304c3ffe9b915fd3290244a432a5c7c41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10b3e5f11137a9cf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:12:02.255452+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13604.34, "started_at": "2026-05-04T09:11:48.630913+00:00", "ended_at": "2026-05-04T09:12:02.236056+00:00", "prompt_metrics": {"chars": 8873, "bytes_utf8": 8873, "lines": 304, "estimated_tokens": 2778}, "response_metrics": {"chars": 516, "bytes_utf8": 516, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 22869, "cached_input_tokens": 22400, "output_tokens": 173}, "stderr_preview": "2026-05-04T09:11:48.866907Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:11:51.260571Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X15", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1ad4c899fb7d851d12248a8bebec67c737b6f2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-5cae-7461-a49a-6f24b387c18d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X15\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X15\\\". CAST(\\\"X15\\\" AS REAL) is necessary because the SQLite schema stores X15 as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22777,"cached_input_tokens":21888,"output_tokens":180}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c71773b8cb005cbab03bf71be61a5d2234a80a3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X15\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"y\" and predicate_col bound to \"X15\". CAST(\"X15\" AS REAL) is necessary because the SQLite schema stores X15 as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbc68262754143b0d06e586502bd248640beb3b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T09:19:47.433138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:19:49.709105Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c01297f62ed4ec16d38d18374f80cb3ef4917c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "0", "support": 760}, {"y": "1", "support": 600}, {"y": "3", "support": 558}, {"y": "2", "support": 283}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ceb47722afb9c9747a03d97099b926ff1a11af82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_10f734d98a9041bd +-- problem_id: v2p_n6_a4a7b7951981caf5 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X15" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f7bea6893aad0c9bf643d932b4c521e88fbb1fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X15\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X15\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 760}, {\"y\": \"1\", \"support\": 600}, {\"y\": \"3\", \"support\": 558}, {\"y\": \"2\", \"support\": 283}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..33dfefc35b880d5c358a6ec945bbac8a965523e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:19:47.246822+00:00", + "ended_at": "2026-05-04T09:19:59.193216+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_10f734d98a9041bd", + "problem_id": "v2p_n6_a4a7b7951981caf5", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X15", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_10f734d98a9041bd.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_10f734d98a9041bd", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 180, + "total_tokens": 22957, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11909.14, + "sql_execution_elapsed_ms_total": 3.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_10f734d98a9041bd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f8c1ea8426d187f5e244d238d62a648b2e3153a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:59.180586+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11909.14, "started_at": "2026-05-04T09:19:47.249489+00:00", "ended_at": "2026-05-04T09:19:59.159087+00:00", "prompt_metrics": {"chars": 8610, "bytes_utf8": 8610, "lines": 302, "estimated_tokens": 2688}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22777, "cached_input_tokens": 21888, "output_tokens": 180}, "stderr_preview": "2026-05-04T09:19:47.433138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:19:49.709105Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X15\\\". CAST(\\\"X15\\\" AS REAL) is necessary because the SQLite schema stores X15 as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6122d61363094befa760c8d0f216ba94f8df1cd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_10f734d98a9041bd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_10f734d98a9041bd", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 180, + "total_tokens": 22957, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11909.14, + "sql_execution_elapsed_ms_total": 3.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_10f734d98a9041bd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..acf83696f82ffb54225ac35bc9f45fe7f67a51cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8871, "bytes_utf8": 8871, "lines": 304, "estimated_tokens": 2779}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 566, "bytes_utf8": 566, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22870, "cached_input_tokens": 21888, "output_tokens": 190}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..83e3fbed74fc1e2b17fbf46c0fafa4d94e613f6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_12091ab3709676c3", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 190, + "total_tokens": 23060, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 153, + "estimated_total_tokens": 2932, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15508.22, + "sql_execution_elapsed_ms_total": 7.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_12091ab3709676c3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..78f3ba9a9cfa92a8a5a75d506b57bae3dbbb494a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:11:33.073862+00:00", + "ended_at": "2026-05-04T09:11:48.582075+00:00", + "elapsed_ms": 15508.22, + "prompt_metrics": { + "chars": 8871, + "bytes_utf8": 8871, + "lines": 304, + "estimated_tokens": 2779 + }, + "stdout_metrics": { + "chars": 907, + "bytes_utf8": 907, + "lines": 4, + "estimated_tokens": 268 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13248 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 566, + "bytes_utf8": 566, + "lines": 1, + "estimated_tokens": 153 + }, + "usage": { + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 190 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6e8d0a66a998f2e22e605c23c97db79026e7869 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X14.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X14", + "band_col": "X14", + "band_cut_1": -5.0, + "band_cut_2": 5.0, + "lower_bound": -5.0, + "upper_bound": 5.0, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a99011ba9ab349a8d1ef967ec3e84ca12f441e72 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df241-d25f-7720-99a8-aa896f5660a1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X14\\\" AS REAL) < -5.0 THEN 'low'\\n WHEN CAST(\\\"X14\\\" AS REAL) < 5.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X14\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Applied the requested binned numeric group average template with both band_col and measure_col bound to \\\"X14\\\". CAST to REAL is used because the SQLite schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":21888,"output_tokens":190}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5e613bae7c14220fa56e1d29b9131b13e73dbf2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X14\" AS REAL) < -5.0 THEN 'low'\n WHEN CAST(\"X14\" AS REAL) < 5.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X14\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;","notes":"Applied the requested binned numeric group average template with both band_col and measure_col bound to \"X14\". CAST to REAL is used because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ac1cf260ef81c60b22a07a3acf0469553697606 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:11:33.270547Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:11:35.690505Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:11:47.664979Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..555d906419ef66126334881f8d1d5c732ea4db4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X14. +Result preview: [{"band_bucket": "high", "avg_measure": 23.102977232924694}, {"band_bucket": "mid", "avg_measure": -0.5793401413982718}, {"band_bucket": "low", "avg_measure": -33.77106579453636}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..036aa1acc6f74e6a156f03802d225ae7720c316a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_12091ab3709676c3 +-- problem_id: v2p_n6_45866165c5f0b6fe +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X14" AS REAL) < -5.0 THEN 'low' + WHEN CAST("X14" AS REAL) < 5.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X14" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87e4683b1a2521fe2e502bfce6657ed1d6af5318 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X14\" AS REAL) < -5.0 THEN 'low'\n WHEN CAST(\"X14\" AS REAL) < 5.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X14\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X14\\\" AS REAL) < -5.0 THEN 'low'\\n WHEN CAST(\\\"X14\\\" AS REAL) < 5.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X14\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 23.102977232924694}, {\"band_bucket\": \"mid\", \"avg_measure\": -0.5793401413982718}, {\"band_bucket\": \"low\", \"avg_measure\": -33.77106579453636}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.48}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d9c139d9d9d0eef7eb3fd4875accad72c0279d70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:11:33.071491+00:00", + "ended_at": "2026-05-04T09:11:48.624720+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_12091ab3709676c3", + "problem_id": "v2p_n6_45866165c5f0b6fe", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X14.", + "bindings": { + "measure_col": "X14", + "band_col": "X14", + "band_cut_1": -5.0, + "band_cut_2": 5.0, + "lower_bound": -5.0, + "upper_bound": 5.0, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_12091ab3709676c3.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_12091ab3709676c3", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 190, + "total_tokens": 23060, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 153, + "estimated_total_tokens": 2932, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15508.22, + "sql_execution_elapsed_ms_total": 7.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_12091ab3709676c3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d12db28d152484acd5ea8b1d235034aa94a396f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_12091ab3709676c3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:11:48.606040+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15508.22, "started_at": "2026-05-04T09:11:33.073862+00:00", "ended_at": "2026-05-04T09:11:48.582075+00:00", "prompt_metrics": {"chars": 8871, "bytes_utf8": 8871, "lines": 304, "estimated_tokens": 2779}, "response_metrics": {"chars": 566, "bytes_utf8": 566, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22870, "cached_input_tokens": 21888, "output_tokens": 190}, "stderr_preview": "2026-05-04T09:11:33.270547Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:11:35.690505Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "entity_col": "X6", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e11a93a0ecea39bca1f38b1d819be4cfbc76640 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24f-ec44-7b20-b5b0-6cc734de0b57"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X6\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X6\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the planned Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X6\\\", entity_col=\\\"X6\\\", and top_k=14. CAST(\\\"X6\\\" AS REAL) ensures SQLite computes AVG numerically even though the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":19840,"output_tokens":221}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0029201a5e6cda6ee5dbb9a1680317b697e6a53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X6\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X6\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the planned Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X6\", entity_col=\"X6\", and top_k=14. CAST(\"X6\" AS REAL) ensures SQLite computes AVG numerically even though the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1467ca0cac82d5881a165d1334af005a7cee94ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:26:57.413141Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:26:59.733630Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:27:09.753336Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..412db09104fbba25355487e517ea10898b3bdda9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X6. +Result preview: [{"y": "3", "support": 2000, "avg_measure": 0.331, "distinct_entities": 66}, {"y": "2", "support": 2000, "avg_measure": -0.0565, "distinct_entities": 53}, {"y": "1", "support": 2000, "avg_measure": 2.7045, "distinct_entities": 64}, {"y": "0", "support": 2000, "avg_measure": -12.226, "distinct_entities": 340}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e5426e62749893a96957da4d5e9fc7d0b49ed7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_1225988b00b2a62b +-- problem_id: v2p_n6_5c02c9a23a488368 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X6" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X6") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..893c9c107c90b798f8d8f98ced0ea3f7305dcaf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X6\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X6\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X6\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X6\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": 0.331, \"distinct_entities\": 66}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": -0.0565, \"distinct_entities\": 53}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": 2.7045, \"distinct_entities\": 64}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -12.226, \"distinct_entities\": 340}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9093ef73669127ede9cb0e8e8af1c4fe2405088d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:26:57.213592+00:00", + "ended_at": "2026-05-04T09:27:10.702032+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1225988b00b2a62b", + "problem_id": "v2p_n6_5c02c9a23a488368", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "entity_col": "X6", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=69" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_1225988b00b2a62b.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1225988b00b2a62b", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 19840, + "output_tokens": 221, + "total_tokens": 23024, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13450.4, + "sql_execution_elapsed_ms_total": 6.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_1225988b00b2a62b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94f9fcb8c39497ee85ad9d5a55c7aa1fb63b5ab3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1225988b00b2a62b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:27:10.686059+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13450.4, "started_at": "2026-05-04T09:26:57.216612+00:00", "ended_at": "2026-05-04T09:27:10.667196+00:00", "prompt_metrics": {"chars": 8704, "bytes_utf8": 8704, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 516, "bytes_utf8": 516, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 22803, "cached_input_tokens": 19840, "output_tokens": 221}, "stderr_preview": "2026-05-04T09:26:57.413141Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:26:59.733630Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_13357768b729835a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_13357768b729835a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..959fd6e78c2be8e4bf3acc96879ae10107f634c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_13357768b729835a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_13357768b729835a\n-- problem_id: v2p_n6_fe336a0f52dbdb6e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X16\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X16\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_13357768b729835a\\n-- problem_id: v2p_n6_fe336a0f52dbdb6e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X16\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X16\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X16\", \"support\", \"avg_response\"], \"rows\": [{\"X16\": \"1\", \"support\": 506, \"avg_response\": 0.9980237154150198}, {\"X16\": \"2\", \"support\": 494, \"avg_response\": 0.9251012145748988}, {\"X16\": \"-2\", \"support\": 478, \"avg_response\": 0.14225941422594143}, {\"X16\": \"-1\", \"support\": 463, \"avg_response\": 0.4838012958963283}, {\"X16\": \"-3\", \"support\": 450, \"avg_response\": 0.7577777777777778}, {\"X16\": \"3\", \"support\": 429, \"avg_response\": 0.9533799533799534}, {\"X16\": \"0\", \"support\": 386, \"avg_response\": 0.7538860103626943}, {\"X16\": \"-4\", \"support\": 338, \"avg_response\": -0.05917159763313609}, {\"X16\": \"4\", \"support\": 317, \"avg_response\": 0.5678233438485805}, {\"X16\": \"5\", \"support\": 270, \"avg_response\": 1.1}, {\"X16\": \"-5\", \"support\": 246, \"avg_response\": -0.8495934959349594}, {\"X16\": \"-6\", \"support\": 217, \"avg_response\": -0.6036866359447005}, {\"X16\": \"6\", \"support\": 213, \"avg_response\": 2.8779342723004695}, {\"X16\": \"-7\", \"support\": 177, \"avg_response\": -3.751412429378531}, {\"X16\": \"7\", \"support\": 137, \"avg_response\": 3.124087591240876}, {\"X16\": \"-8\", \"support\": 137, \"avg_response\": -1.4525547445255473}, {\"X16\": \"8\", \"support\": 112, \"avg_response\": 2.5892857142857144}, {\"X16\": \"-9\", \"support\": 93, \"avg_response\": 0.2903225806451613}, {\"X16\": \"-10\", \"support\": 88, \"avg_response\": -0.32954545454545453}, {\"X16\": \"9\", \"support\": 80, \"avg_response\": -4.6}, {\"X16\": \"-11\", \"support\": 79, \"avg_response\": 2.7468354430379747}, {\"X16\": \"10\", \"support\": 71, \"avg_response\": -0.2535211267605634}, {\"X16\": \"-12\", \"support\": 66, \"avg_response\": 9.318181818181818}, {\"X16\": \"-13\", \"support\": 62, \"avg_response\": 0.2903225806451613}, {\"X16\": \"11\", \"support\": 57, \"avg_response\": -3.280701754385965}, {\"X16\": \"-14\", \"support\": 50, \"avg_response\": 4.88}, {\"X16\": \"12\", \"support\": 50, \"avg_response\": 1.06}, {\"X16\": \"13\", \"support\": 39, \"avg_response\": -3.717948717948718}, {\"X16\": \"14\", \"support\": 35, \"avg_response\": -7.485714285714286}, {\"X16\": \"-16\", \"support\": 34, \"avg_response\": 1.1764705882352942}, {\"X16\": \"-15\", \"support\": 32, \"avg_response\": -7.5}, {\"X16\": \"-20\", \"support\": 29, \"avg_response\": -5.103448275862069}, {\"X16\": \"-17\", \"support\": 28, \"avg_response\": 13.178571428571429}, {\"X16\": \"-24\", \"support\": 26, \"avg_response\": -18.96153846153846}, {\"X16\": \"16\", \"support\": 25, \"avg_response\": -4.44}, {\"X16\": \"-22\", \"support\": 23, \"avg_response\": 2.4347826086956523}, {\"X16\": \"-18\", \"support\": 22, \"avg_response\": 7.636363636363637}, {\"X16\": \"17\", \"support\": 22, \"avg_response\": 3.6363636363636362}, {\"X16\": \"15\", \"support\": 22, \"avg_response\": 1.8636363636363635}, {\"X16\": \"18\", \"support\": 21, \"avg_response\": 7.857142857142857}, {\"X16\": \"-30\", \"support\": 20, \"avg_response\": -5.45}, {\"X16\": \"-21\", \"support\": 19, \"avg_response\": 21.894736842105264}, {\"X16\": \"-25\", \"support\": 19, \"avg_response\": 2.3157894736842106}, {\"X16\": \"-32\", \"support\": 19, \"avg_response\": -31.263157894736842}, {\"X16\": \"32\", \"support\": 18, \"avg_response\": 14.333333333333334}, {\"X16\": \"-23\", \"support\": 18, \"avg_response\": 2.1666666666666665}, {\"X16\": \"-29\", \"support\": 18, \"avg_response\": -5.222222222222222}, {\"X16\": \"-19\", \"support\": 17, \"avg_response\": -4.470588235294118}, {\"X16\": \"-59\", \"support\": 17, \"avg_response\": -32.11764705882353}, {\"X16\": \"-48\", \"support\": 17, \"avg_response\": -33.529411764705884}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.71}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_13357768b729835a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_13357768b729835a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..87aba7520e124df1285eb7412ef1d2a31dd6858a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_13357768b729835a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.670755+00:00", + "ended_at": "2026-05-04T09:50:30.681301+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_13357768b729835a", + "problem_id": "v2p_n6_fe336a0f52dbdb6e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X16.", + "bindings": { + "key_col": "X16", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=58", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 58, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_13357768b729835a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_13357768b729835a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_13357768b729835a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_13357768b729835a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1473821ddebec946/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1473821ddebec946/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7039be281302d4b64514de75dfbe8c3cb419eb19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1473821ddebec946/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X2": "1", "support": 337, "avg_response": 2.0445103857566767}, {"X2": "-1", "support": 331, "avg_response": -0.23564954682779457}, {"X2": "-2", "support": 307, "avg_response": 1.4364820846905537}, {"X2": "2", "support": 303, "avg_response": 1.0132013201320131}, {"X2": "3", "support": 298, "avg_response": 1.6275167785234899}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1473821ddebec946/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1473821ddebec946/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..089f6710402100792ea5fb7e877aae20f2582846 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1473821ddebec946/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_1473821ddebec946 +-- problem_id: v2p_n6_a6f26fdf44729d00 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X2", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X2" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1473821ddebec946/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1473821ddebec946/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..874c7d096d8ac4a0eb19b53052c909474f0abcac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1473821ddebec946/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_1473821ddebec946\n-- problem_id: v2p_n6_a6f26fdf44729d00\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X2\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X2\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_1473821ddebec946\\n-- problem_id: v2p_n6_a6f26fdf44729d00\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X2\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X2\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X2\", \"support\", \"avg_response\"], \"rows\": [{\"X2\": \"1\", \"support\": 337, \"avg_response\": 2.0445103857566767}, {\"X2\": \"-1\", \"support\": 331, \"avg_response\": -0.23564954682779457}, {\"X2\": \"-2\", \"support\": 307, \"avg_response\": 1.4364820846905537}, {\"X2\": \"2\", \"support\": 303, \"avg_response\": 1.0132013201320131}, {\"X2\": \"3\", \"support\": 298, \"avg_response\": 1.6275167785234899}, {\"X2\": \"-3\", \"support\": 291, \"avg_response\": 0.6735395189003437}, {\"X2\": \"-5\", \"support\": 288, \"avg_response\": 0.1388888888888889}, {\"X2\": \"-4\", \"support\": 276, \"avg_response\": 1.9818840579710144}, {\"X2\": \"4\", \"support\": 265, \"avg_response\": 0.26037735849056604}, {\"X2\": \"0\", \"support\": 254, \"avg_response\": 2.204724409448819}, {\"X2\": \"5\", \"support\": 228, \"avg_response\": 2.280701754385965}, {\"X2\": \"6\", \"support\": 220, \"avg_response\": 4.236363636363636}, {\"X2\": \"7\", \"support\": 217, \"avg_response\": 2.7004608294930876}, {\"X2\": \"-6\", \"support\": 195, \"avg_response\": 0.15897435897435896}, {\"X2\": \"-7\", \"support\": 175, \"avg_response\": -0.37714285714285717}, {\"X2\": \"-8\", \"support\": 167, \"avg_response\": 0.2275449101796407}, {\"X2\": \"10\", \"support\": 165, \"avg_response\": 5.460606060606061}, {\"X2\": \"9\", \"support\": 161, \"avg_response\": 4.372670807453416}, {\"X2\": \"8\", \"support\": 158, \"avg_response\": 3.9873417721518987}, {\"X2\": \"-9\", \"support\": 157, \"avg_response\": -0.07643312101910828}, {\"X2\": \"11\", \"support\": 138, \"avg_response\": 4.369565217391305}, {\"X2\": \"12\", \"support\": 115, \"avg_response\": 2.8173913043478263}, {\"X2\": \"-10\", \"support\": 112, \"avg_response\": -1.0178571428571428}, {\"X2\": \"14\", \"support\": 96, \"avg_response\": 10.09375}, {\"X2\": \"-12\", \"support\": 96, \"avg_response\": -1.4166666666666667}, {\"X2\": \"-11\", \"support\": 94, \"avg_response\": -2.3297872340425534}, {\"X2\": \"13\", \"support\": 88, \"avg_response\": 8.147727272727273}, {\"X2\": \"16\", \"support\": 74, \"avg_response\": 10.81081081081081}, {\"X2\": \"-13\", \"support\": 69, \"avg_response\": -3.5072463768115942}, {\"X2\": \"17\", \"support\": 67, \"avg_response\": 11.985074626865671}, {\"X2\": \"15\", \"support\": 62, \"avg_response\": 9.580645161290322}, {\"X2\": \"-14\", \"support\": 59, \"avg_response\": -6.440677966101695}, {\"X2\": \"-16\", \"support\": 52, \"avg_response\": -8.73076923076923}, {\"X2\": \"18\", \"support\": 45, \"avg_response\": 8.444444444444445}, {\"X2\": \"19\", \"support\": 45, \"avg_response\": 7.022222222222222}, {\"X2\": \"-18\", \"support\": 44, \"avg_response\": -11.5}, {\"X2\": \"-15\", \"support\": 42, \"avg_response\": -11.30952380952381}, {\"X2\": \"-19\", \"support\": 39, \"avg_response\": -7.871794871794871}, {\"X2\": \"20\", \"support\": 35, \"avg_response\": 15.285714285714286}, {\"X2\": \"-17\", \"support\": 35, \"avg_response\": -7.8}, {\"X2\": \"21\", \"support\": 34, \"avg_response\": 15.676470588235293}, {\"X2\": \"22\", \"support\": 32, \"avg_response\": 18.46875}, {\"X2\": \"-25\", \"support\": 25, \"avg_response\": -13.76}, {\"X2\": \"26\", \"support\": 24, \"avg_response\": 28.625}, {\"X2\": \"24\", \"support\": 24, \"avg_response\": 23.0}, {\"X2\": \"23\", \"support\": 24, \"avg_response\": 15.125}, {\"X2\": \"-21\", \"support\": 24, \"avg_response\": -6.958333333333333}, {\"X2\": \"-23\", \"support\": 24, \"avg_response\": -15.916666666666666}, {\"X2\": \"-22\", \"support\": 24, \"avg_response\": -21.75}, {\"X2\": \"31\", \"support\": 22, \"avg_response\": 22.40909090909091}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.01}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1473821ddebec946/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1473821ddebec946/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c21a022b28a92aae35edf5cebc4184d910dc6d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1473821ddebec946/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:29.944500+00:00", + "ended_at": "2026-05-04T09:50:29.954737+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1473821ddebec946", + "problem_id": "v2p_n6_a6f26fdf44729d00", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X2.", + "bindings": { + "key_col": "X2", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_1473821ddebec946.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1473821ddebec946/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1473821ddebec946/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1473821ddebec946/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_15584bad78762b05/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_15584bad78762b05/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ac3b4a904cbd6ab1a6564f43b2db732f96c7595 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_15584bad78762b05/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X8": "-1", "support": 443, "avg_response": -0.18510158013544017}, {"X8": "1", "support": 419, "avg_response": 0.548926014319809}, {"X8": "2", "support": 395, "avg_response": -0.9772151898734177}, {"X8": "-2", "support": 378, "avg_response": -0.3201058201058201}, {"X8": "-3", "support": 360, "avg_response": 0.8055555555555556}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_15584bad78762b05/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_15584bad78762b05/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f39de705dfea335329db82cfbfc36f2ab777c3c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_15584bad78762b05/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_15584bad78762b05 +-- problem_id: v2p_n6_80208cbe85a4f055 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X8", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_15584bad78762b05/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_15584bad78762b05/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c0aac46b94b74e03f5dfa24c459abeb97522503 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_15584bad78762b05/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_15584bad78762b05\n-- problem_id: v2p_n6_80208cbe85a4f055\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X8\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_15584bad78762b05\\n-- problem_id: v2p_n6_80208cbe85a4f055\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X8\", \"support\", \"avg_response\"], \"rows\": [{\"X8\": \"-1\", \"support\": 443, \"avg_response\": -0.18510158013544017}, {\"X8\": \"1\", \"support\": 419, \"avg_response\": 0.548926014319809}, {\"X8\": \"2\", \"support\": 395, \"avg_response\": -0.9772151898734177}, {\"X8\": \"-2\", \"support\": 378, \"avg_response\": -0.3201058201058201}, {\"X8\": \"-3\", \"support\": 360, \"avg_response\": 0.8055555555555556}, {\"X8\": \"3\", \"support\": 358, \"avg_response\": -1.1229050279329609}, {\"X8\": \"0\", \"support\": 315, \"avg_response\": -0.38412698412698415}, {\"X8\": \"-4\", \"support\": 298, \"avg_response\": -0.5100671140939598}, {\"X8\": \"4\", \"support\": 289, \"avg_response\": -2.0484429065743943}, {\"X8\": \"-5\", \"support\": 238, \"avg_response\": -0.13445378151260504}, {\"X8\": \"5\", \"support\": 225, \"avg_response\": -0.10222222222222223}, {\"X8\": \"-6\", \"support\": 223, \"avg_response\": 0.5919282511210763}, {\"X8\": \"-7\", \"support\": 207, \"avg_response\": 0.961352657004831}, {\"X8\": \"6\", \"support\": 205, \"avg_response\": -2.604878048780488}, {\"X8\": \"7\", \"support\": 164, \"avg_response\": -1.170731707317073}, {\"X8\": \"-8\", \"support\": 148, \"avg_response\": 3.189189189189189}, {\"X8\": \"-9\", \"support\": 136, \"avg_response\": -0.35294117647058826}, {\"X8\": \"8\", \"support\": 123, \"avg_response\": -3.113821138211382}, {\"X8\": \"-10\", \"support\": 98, \"avg_response\": 0.2653061224489796}, {\"X8\": \"-11\", \"support\": 96, \"avg_response\": 1.28125}, {\"X8\": \"11\", \"support\": 93, \"avg_response\": -3.5268817204301075}, {\"X8\": \"9\", \"support\": 91, \"avg_response\": -1.7362637362637363}, {\"X8\": \"10\", \"support\": 91, \"avg_response\": -7.0}, {\"X8\": \"12\", \"support\": 81, \"avg_response\": -2.6666666666666665}, {\"X8\": \"-14\", \"support\": 75, \"avg_response\": -1.3733333333333333}, {\"X8\": \"-13\", \"support\": 74, \"avg_response\": 2.364864864864865}, {\"X8\": \"-12\", \"support\": 71, \"avg_response\": -2.5492957746478875}, {\"X8\": \"-16\", \"support\": 63, \"avg_response\": 5.238095238095238}, {\"X8\": \"13\", \"support\": 63, \"avg_response\": 1.5873015873015872}, {\"X8\": \"14\", \"support\": 58, \"avg_response\": -3.9655172413793105}, {\"X8\": \"-17\", \"support\": 53, \"avg_response\": -4.547169811320755}, {\"X8\": \"-15\", \"support\": 45, \"avg_response\": -2.1333333333333333}, {\"X8\": \"16\", \"support\": 42, \"avg_response\": -6.476190476190476}, {\"X8\": \"15\", \"support\": 40, \"avg_response\": -12.175}, {\"X8\": \"-18\", \"support\": 37, \"avg_response\": -9.567567567567568}, {\"X8\": \"-19\", \"support\": 34, \"avg_response\": -10.823529411764707}, {\"X8\": \"17\", \"support\": 33, \"avg_response\": -8.545454545454545}, {\"X8\": \"-23\", \"support\": 32, \"avg_response\": 5.09375}, {\"X8\": \"-22\", \"support\": 32, \"avg_response\": -16.3125}, {\"X8\": \"20\", \"support\": 31, \"avg_response\": -14.225806451612904}, {\"X8\": \"-21\", \"support\": 30, \"avg_response\": -2.6}, {\"X8\": \"-25\", \"support\": 30, \"avg_response\": -4.5}, {\"X8\": \"-20\", \"support\": 28, \"avg_response\": -20.178571428571427}, {\"X8\": \"23\", \"support\": 27, \"avg_response\": -1.6296296296296295}, {\"X8\": \"21\", \"support\": 23, \"avg_response\": 0.8695652173913043}, {\"X8\": \"22\", \"support\": 23, \"avg_response\": -7.173913043478261}, {\"X8\": \"18\", \"support\": 22, \"avg_response\": -13.090909090909092}, {\"X8\": \"-24\", \"support\": 21, \"avg_response\": 4.619047619047619}, {\"X8\": \"19\", \"support\": 20, \"avg_response\": 2.2}, {\"X8\": \"-36\", \"support\": 19, \"avg_response\": -35.10526315789474}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_15584bad78762b05/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_15584bad78762b05/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..346a300bf6dcaeedc27b6b637a3be353989c1e58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_15584bad78762b05/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.240613+00:00", + "ended_at": "2026-05-04T09:50:30.252354+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_15584bad78762b05", + "problem_id": "v2p_n6_80208cbe85a4f055", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X8.", + "bindings": { + "key_col": "X8", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=27", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 27, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_15584bad78762b05.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_15584bad78762b05/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_15584bad78762b05/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_15584bad78762b05/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e302282dcc681778c1c3f3e85e820380523b6eb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8667, "bytes_utf8": 8667, "lines": 303, "estimated_tokens": 2698}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22789, "cached_input_tokens": 19840, "output_tokens": 147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f3277a702cedc262aadd33684f7f12c11ef59649 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_17fc29d2291a31ce", + "api_calls": 0, + "input_tokens": 22789, + "cached_input_tokens": 19840, + "output_tokens": 147, + "total_tokens": 22936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2698, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12318.54, + "sql_execution_elapsed_ms_total": 7.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_17fc29d2291a31ce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c71695577fbbcdb064339dc14181fcb2233f2b85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:06:16.986090+00:00", + "ended_at": "2026-05-04T09:06:29.299806+00:00", + "elapsed_ms": 12318.54, + "prompt_metrics": { + "chars": 8667, + "bytes_utf8": 8667, + "lines": 303, + "estimated_tokens": 2698 + }, + "stdout_metrics": { + "chars": 713, + "bytes_utf8": 713, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13196 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 384, + "bytes_utf8": 384, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 22789, + "cached_input_tokens": 19840, + "output_tokens": 147 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..75a288fce0367f2f2b2c3969ee040268ab03ac56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c264b6f2cca3db6503eb8685ce14c1e55c2c1179 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-ff93-7580-845d-a3fee2b3b8e4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col=\\\"y\\\" and condition_col=\\\"y\\\". Since \\\"y\\\" is stored as TEXT in SQLite, the condition value is quoted as '0'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22789,"cached_input_tokens":19840,"output_tokens":147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..092e32d9bb9a973ed8946433553bef23488cb775 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col=\"y\" and condition_col=\"y\". Since \"y\" is stored as TEXT in SQLite, the condition value is quoted as '0'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be5d0141bbb7c677056366bed488576cb0c95250 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:17.170114Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:19.715045Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:28.538117Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1a980dd1a0bf824a783c01cc0b7970e98ff64d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y. +Result preview: [{"y": "0", "condition_rate": 1.0}, {"y": "3", "condition_rate": 0.0}, {"y": "2", "condition_rate": 0.0}, {"y": "1", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..68ddba24c499ab837ead083073d036e50d005f94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_17fc29d2291a31ce +-- problem_id: v2p_n6_c390ae0113e993af +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e8ea15390beb9b004439ca8b61fbf596ed553b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"y\", \"condition_rate\"], \"rows\": [{\"y\": \"0\", \"condition_rate\": 1.0}, {\"y\": \"3\", \"condition_rate\": 0.0}, {\"y\": \"2\", \"condition_rate\": 0.0}, {\"y\": \"1\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b95a8c3c9eb3b9d7b25ed54a702523bea963da9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:06:16.983844+00:00", + "ended_at": "2026-05-04T09:06:29.345024+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_17fc29d2291a31ce", + "problem_id": "v2p_n6_c390ae0113e993af", + "dataset_id": "n6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_17fc29d2291a31ce.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_17fc29d2291a31ce", + "api_calls": 0, + "input_tokens": 22789, + "cached_input_tokens": 19840, + "output_tokens": 147, + "total_tokens": 22936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2698, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12318.54, + "sql_execution_elapsed_ms_total": 7.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_17fc29d2291a31ce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1f4a54df0ccc19e579295addabc99cadbaeb215 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_17fc29d2291a31ce/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:29.325208+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12318.54, "started_at": "2026-05-04T09:06:16.986090+00:00", "ended_at": "2026-05-04T09:06:29.299806+00:00", "prompt_metrics": {"chars": 8667, "bytes_utf8": 8667, "lines": 303, "estimated_tokens": 2698}, "response_metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22789, "cached_input_tokens": 19840, "output_tokens": 147}, "stderr_preview": "2026-05-04T09:06:17.170114Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:19.715045Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X7, condition_col=y.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40234c07ba81bce40ee4f1f911123fe44ebe03b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df244-b494-7fc1-b78b-01b84cf7e174"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"y\\\" AS \\\"group_col\\\"\\n FROM \\\"n6\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"y\\\" AS \\\"group_col\\\",\\n CAST(\\\"X7\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '1'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CASE\\n WHEN CAST(0.9 * \\\"cnt\\\" AS INTEGER) < 0.9 * \\\"cnt\\\" THEN CAST(0.9 * \\\"cnt\\\" AS INTEGER) + 1\\n ELSE CAST(0.9 * \\\"cnt\\\" AS INTEGER)\\n END\\n)\\nSELECT\\n \\\"groups\\\".\\\"group_col\\\" AS \\\"y\\\",\\n \\\"picked\\\".\\\"measure\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"picked\\\"\\n ON \\\"picked\\\".\\\"group_col\\\" = \\\"groups\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile emulation with window functions. \\\"X7\\\" is CAST to REAL because the schema stores feature columns as TEXT. Since group_col and condition_col are both \\\"y\\\" with condition_value '1', only group y='1' will have a non-NULL percentile; other groups are preserved via LEFT JOIN to match grouped FILTER-style behavior.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22840,"cached_input_tokens":21888,"output_tokens":1431}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71b74816773672213ed6c883e25bf87fcc8b6337 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"y\" AS \"group_col\"\n FROM \"n6\"\n),\n\"filtered\" AS (\n SELECT\n \"y\" AS \"group_col\",\n CAST(\"X7\" AS REAL) AS \"measure\"\n FROM \"n6\"\n WHERE \"y\" = '1'\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"group_col\",\n \"measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CASE\n WHEN CAST(0.9 * \"cnt\" AS INTEGER) < 0.9 * \"cnt\" THEN CAST(0.9 * \"cnt\" AS INTEGER) + 1\n ELSE CAST(0.9 * \"cnt\" AS INTEGER)\n END\n)\nSELECT\n \"groups\".\"group_col\" AS \"y\",\n \"picked\".\"measure\" AS \"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"picked\"\n ON \"picked\".\"group_col\" = \"groups\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile emulation with window functions. \"X7\" is CAST to REAL because the schema stores feature columns as TEXT. Since group_col and condition_col are both \"y\" with condition_value '1', only group y='1' will have a non-NULL percentile; other groups are preserved via LEFT JOIN to match grouped FILTER-style behavior."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f137534f5aa7df98fa4902fe0e10e076a445f8db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:14:42.274504Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:14:44.590099Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:15:15.210122Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd7e2a5c488346c50d07cbfe748e049d6c34870b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X7, condition_col=y. +Result preview: [{"y": "1", "conditional_percentile": 15.0}, {"y": "0", "conditional_percentile": null}, {"y": "2", "conditional_percentile": null}, {"y": "3", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..512a168e23932ef44b0da500440ca025435b4f37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/generated_sql.sql @@ -0,0 +1,49 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_1884bb050442ad59 +-- problem_id: v2p_n6_4f24263e4bed2bd5 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "y" AS "group_col" + FROM "n6" +), +"filtered" AS ( + SELECT + "y" AS "group_col", + CAST("X7" AS REAL) AS "measure" + FROM "n6" + WHERE "y" = '1' +), +"ranked" AS ( + SELECT + "group_col", + "measure", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"picked" AS ( + SELECT + "group_col", + "measure" + FROM "ranked" + WHERE "rn" = CASE + WHEN CAST(0.9 * "cnt" AS INTEGER) < 0.9 * "cnt" THEN CAST(0.9 * "cnt" AS INTEGER) + 1 + ELSE CAST(0.9 * "cnt" AS INTEGER) + END +) +SELECT + "groups"."group_col" AS "y", + "picked"."measure" AS "conditional_percentile" +FROM "groups" +LEFT JOIN "picked" + ON "picked"."group_col" = "groups"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f048b770ff46a5f4c1a294005fdd3df2adcc122 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"y\" AS \"group_col\"\n FROM \"n6\"\n),\n\"filtered\" AS (\n SELECT\n \"y\" AS \"group_col\",\n CAST(\"X7\" AS REAL) AS \"measure\"\n FROM \"n6\"\n WHERE \"y\" = '1'\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"group_col\",\n \"measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CASE\n WHEN CAST(0.9 * \"cnt\" AS INTEGER) < 0.9 * \"cnt\" THEN CAST(0.9 * \"cnt\" AS INTEGER) + 1\n ELSE CAST(0.9 * \"cnt\" AS INTEGER)\n END\n)\nSELECT\n \"groups\".\"group_col\" AS \"y\",\n \"picked\".\"measure\" AS \"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"picked\"\n ON \"picked\".\"group_col\" = \"groups\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"y\\\" AS \\\"group_col\\\"\\n FROM \\\"n6\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"y\\\" AS \\\"group_col\\\",\\n CAST(\\\"X7\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '1'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CASE\\n WHEN CAST(0.9 * \\\"cnt\\\" AS INTEGER) < 0.9 * \\\"cnt\\\" THEN CAST(0.9 * \\\"cnt\\\" AS INTEGER) + 1\\n ELSE CAST(0.9 * \\\"cnt\\\" AS INTEGER)\\n END\\n)\\nSELECT\\n \\\"groups\\\".\\\"group_col\\\" AS \\\"y\\\",\\n \\\"picked\\\".\\\"measure\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"picked\\\"\\n ON \\\"picked\\\".\\\"group_col\\\" = \\\"groups\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"y\", \"conditional_percentile\"], \"rows\": [{\"y\": \"1\", \"conditional_percentile\": 15.0}, {\"y\": \"0\", \"conditional_percentile\": null}, {\"y\": \"2\", \"conditional_percentile\": null}, {\"y\": \"3\", \"conditional_percentile\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..183b971db31a71b801f44121959a620747cddc2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:14:42.033412+00:00", + "ended_at": "2026-05-04T09:15:16.222182+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1884bb050442ad59", + "problem_id": "v2p_n6_4f24263e4bed2bd5", + "dataset_id": "n6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X7, condition_col=y.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_1884bb050442ad59.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1884bb050442ad59", + "api_calls": 0, + "input_tokens": 22840, + "cached_input_tokens": 21888, + "output_tokens": 1431, + "total_tokens": 24271, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2749, + "estimated_output_tokens": 420, + "estimated_total_tokens": 3169, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34147.54, + "sql_execution_elapsed_ms_total": 10.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_1884bb050442ad59\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6f91128d1581d5f911e705cae5003e79d9ef3f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1884bb050442ad59/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:15:16.203575+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 34147.54, "started_at": "2026-05-04T09:14:42.037052+00:00", "ended_at": "2026-05-04T09:15:16.185060+00:00", "prompt_metrics": {"chars": 8906, "bytes_utf8": 8906, "lines": 305, "estimated_tokens": 2749}, "response_metrics": {"chars": 1416, "bytes_utf8": 1416, "lines": 1, "estimated_tokens": 420}, "usage": {"input_tokens": 22840, "cached_input_tokens": 21888, "output_tokens": 1431}, "stderr_preview": "2026-05-04T09:14:42.274504Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:14:44.590099Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..78a491d33a36cfb2b9bf0b1bd360406db2446907 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X5\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X5\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X5\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"y\",\n \"measure_col\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_col\" AS \"percentile_measure\"\nFROM \"target\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f77fe639db22825c8291f4519aed40c581846a8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25a-51c7-7ce3-adda-2b1258a427c2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X5\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X5\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X5\\\" IS NOT NULL\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_col\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_col\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function percentile-point approximation by selecting the value at CEIL(0.9 * group_size) within each y group, with X5 cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":332}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1049200a3378e56749e6d7d506f715203376cc9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X5\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X5\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X5\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"y\",\n \"measure_col\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_col\" AS \"percentile_measure\"\nFROM \"target\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function percentile-point approximation by selecting the value at CEIL(0.9 * group_size) within each y group, with X5 cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f0b1eed38c8633bdf7f02dac6d9462bb349a0f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25a-8d48-73e3-a2eb-2a90515e3408"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X5\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X5\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X5\\\" IS NOT NULL\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_col\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_col\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the SQLite error by replacing CEIL(0.9 * cnt) with integer arithmetic for the nearest-rank 90th percentile: CAST(((9 * cnt) + 9) / 10 AS INTEGER). \\\"X5\\\" is cast from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23022,"cached_input_tokens":22400,"output_tokens":543}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9daaacedd612a866b1803eb14ca86eb1715e4bc5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X5\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X5\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X5\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"y\",\n \"measure_col\",\n \"rn\",\n \"cnt\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_col\" AS \"percentile_measure\"\nFROM \"target\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired the SQLite error by replacing CEIL(0.9 * cnt) with integer arithmetic for the nearest-rank 90th percentile: CAST(((9 * cnt) + 9) / 10 AS INTEGER). \"X5\" is cast from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fde9bd5bab725e6a5eeb1ba430441b268e4c44d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:38:18.779314Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:38:21.269380Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:38:33.003911Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..22f575244673f563cc483105ba2d52b84e48cc37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:38:33.995436Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:38:36.545921Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:38:51.577433Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..de17f8603818a56bd887c460e87745fe309f11cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5. +Result preview: [{"y": "0", "percentile_measure": 73.0}, {"y": "1", "percentile_measure": 27.0}, {"y": "3", "percentile_measure": 18.0}, {"y": "2", "percentile_measure": 12.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2426387444d2dd1dcf909b1712db080f7b820f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_19423e17aea2795b +-- problem_id: v2p_n6_a8cb3a128bd0b918 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X5" AS REAL) AS "measure_col", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X5" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X5" IS NOT NULL +), +"target" AS ( + SELECT + "y", + "measure_col", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "measure_col" AS "percentile_measure" +FROM "target" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1ee81eba4cc3e93b439118ccb822d4eb6f5a3fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X5\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X5\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X5\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"y\",\n \"measure_col\",\n \"rn\",\n \"cnt\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_col\" AS \"percentile_measure\"\nFROM \"target\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X5\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X5\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X5\\\" IS NOT NULL\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_col\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_col\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 73.0}, {\"y\": \"1\", \"percentile_measure\": 27.0}, {\"y\": \"3\", \"percentile_measure\": 18.0}, {\"y\": \"2\", \"percentile_measure\": 12.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 34.74}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a31b8f4e03641e5fe632cf6055b096b3917314ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:38:18.568841+00:00", + "ended_at": "2026-05-04T09:38:52.768888+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_19423e17aea2795b", + "problem_id": "v2p_n6_a8cb3a128bd0b918", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_19423e17aea2795b.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_19423e17aea2795b", + "api_calls": 0, + "input_tokens": 45789, + "cached_input_tokens": 44288, + "output_tokens": 875, + "total_tokens": 46664, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5607, + "estimated_output_tokens": 569, + "estimated_total_tokens": 6176, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34078.41, + "sql_execution_elapsed_ms_total": 34.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_19423e17aea2795b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c18edcceda718287134243e47be0f591b7ae71c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_19423e17aea2795b/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:38:33.773174+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15162.42, "started_at": "2026-05-04T09:38:18.571715+00:00", "ended_at": "2026-05-04T09:38:33.733814+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 887, "bytes_utf8": 887, "lines": 1, "estimated_tokens": 274}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 332}, "stderr_preview": "2026-05-04T09:38:18.779314Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:38:21.269380Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "entity_col": "X1", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bfd28c81d0e67582e52de27b6d78f55c952ceee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-e778-7a73-92cc-e22afd04b89a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X1\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X1\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the planned Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X1\\\", and entity_col=\\\"X1\\\". Cast \\\"X1\\\" to REAL for SQLite-safe numeric averaging because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":19840,"output_tokens":193}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e7978675dd7ec4a628f0625292528a607291511 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X1\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X1\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the planned Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X1\", and entity_col=\"X1\". Cast \"X1\" to REAL for SQLite-safe numeric averaging because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e41965f6ce2a9fdbe634b3a5796f88cc5fce57d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:45.153374Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:24:47.536188Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:57.207453Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5166b43523bf54afd6fe6389708a93ac311e9b8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1. +Result preview: [{"y": "3", "support": 2000, "avg_measure": 0.5815, "distinct_entities": 73}, {"y": "2", "support": 2000, "avg_measure": -0.738, "distinct_entities": 75}, {"y": "1", "support": 2000, "avg_measure": 7.0595, "distinct_entities": 115}, {"y": "0", "support": 2000, "avg_measure": -12.8645, "distinct_entities": 333}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..73e5b2ba3e52e5815f03d89b19ff1e3a25429198 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_1a1c1b65fd56ad31 +-- problem_id: v2p_n6_341ecefce757bf8a +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X1" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X1") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f76aeafb0f9abcaa74c6871bd25c0c58e3bce84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X1\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X1\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X1\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X1\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": 0.5815, \"distinct_entities\": 73}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": -0.738, \"distinct_entities\": 75}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": 7.0595, \"distinct_entities\": 115}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -12.8645, \"distinct_entities\": 333}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3a74650e68d5a033cbbadf763183e6f9fd9aa52b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:24:44.917761+00:00", + "ended_at": "2026-05-04T09:24:58.023857+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1a1c1b65fd56ad31", + "problem_id": "v2p_n6_341ecefce757bf8a", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1.", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "entity_col": "X1", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_1a1c1b65fd56ad31.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1a1c1b65fd56ad31", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 19840, + "output_tokens": 193, + "total_tokens": 22996, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13036.97, + "sql_execution_elapsed_ms_total": 8.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_1a1c1b65fd56ad31\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82f4b43ccf4ba5b052bee12c258d45ad480e91a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a1c1b65fd56ad31/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:57.992264+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13036.97, "started_at": "2026-05-04T09:24:44.921273+00:00", "ended_at": "2026-05-04T09:24:57.958149+00:00", "prompt_metrics": {"chars": 8702, "bytes_utf8": 8702, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22803, "cached_input_tokens": 19840, "output_tokens": 193}, "stderr_preview": "2026-05-04T09:24:45.153374Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:24:47.536188Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c76372529aac89ddbfa1d7fb7ec6708897ea2187 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25b-7302-7491-a4a1-eeb596fb049f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X6\\\" AS REAL) AS \\\"measure\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X6\\\" AS REAL)\\n ) AS \\\"cd\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X6\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"y\\\",\\n MIN(\\\"measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cd\\\" >= 0.95\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() and takes the smallest X6 value at or above the 95th percentile within each y group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":480}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63f690bd0bba3e5c5b7f4a7e6888bd1e4d5ff2d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X6\" AS REAL) AS \"measure\",\n CUME_DIST() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X6\" AS REAL)\n ) AS \"cd\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X6\" IS NOT NULL\n)\nSELECT\n \"y\",\n MIN(\"measure\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cd\" >= 0.95\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() and takes the smallest X6 value at or above the 95th percentile within each y group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ec0dd14ac356db4221c1ae3dbdb2aeba32101fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:39:32.807817Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:39:35.365426Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:39:49.351623Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d734b1b73d23d50ef97333c10dc8275796ff351c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X6. +Result preview: [{"y": "0", "percentile_measure": 99.0}, {"y": "1", "percentile_measure": 22.0}, {"y": "3", "percentile_measure": 20.0}, {"y": "2", "percentile_measure": 12.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eeaed8f372b9af36551ab0d1b2608953a43c0a41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/generated_sql.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_1a7c73d2ce5c987a +-- problem_id: v2p_n6_15a1dabeb82b076c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X6" AS REAL) AS "measure", + CUME_DIST() OVER ( + PARTITION BY "y" + ORDER BY CAST("X6" AS REAL) + ) AS "cd" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X6" IS NOT NULL +) +SELECT + "y", + MIN("measure") AS "percentile_measure" +FROM "ranked" +WHERE "cd" >= 0.95 +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53c805fdc79d2197146c5f51389423c6445485bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X6\" AS REAL) AS \"measure\",\n CUME_DIST() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X6\" AS REAL)\n ) AS \"cd\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X6\" IS NOT NULL\n)\nSELECT\n \"y\",\n MIN(\"measure\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cd\" >= 0.95\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X6\\\" AS REAL) AS \\\"measure\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X6\\\" AS REAL)\\n ) AS \\\"cd\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X6\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"y\\\",\\n MIN(\\\"measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cd\\\" >= 0.95\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 99.0}, {\"y\": \"1\", \"percentile_measure\": 22.0}, {\"y\": \"3\", \"percentile_measure\": 20.0}, {\"y\": \"2\", \"percentile_measure\": 12.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d54d9b6ce9da15c0a3a3d5145290d0c3432c875c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:39:32.573420+00:00", + "ended_at": "2026-05-04T09:39:50.307578+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1a7c73d2ce5c987a", + "problem_id": "v2p_n6_15a1dabeb82b076c", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_1a7c73d2ce5c987a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1a7c73d2ce5c987a", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 480, + "total_tokens": 23247, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 197, + "estimated_total_tokens": 2873, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17667.72, + "sql_execution_elapsed_ms_total": 24.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_1a7c73d2ce5c987a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0098fcb1b9831b41c272359e914ed342885d0468 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:39:50.271808+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17667.72, "started_at": "2026-05-04T09:39:32.576339+00:00", "ended_at": "2026-05-04T09:39:50.244000+00:00", "prompt_metrics": {"chars": 8600, "bytes_utf8": 8600, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 636, "bytes_utf8": 636, "lines": 1, "estimated_tokens": 197}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 480}, "stderr_preview": "2026-05-04T09:39:32.807817Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:39:35.365426Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.95\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() and takes the smallest X6 value at or above the 95th percentile within each y group.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..881f6746626fac271921aefae8b5d936f387c30d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1a7c73d2ce5c987a", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 480, + "total_tokens": 23247, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 197, + "estimated_total_tokens": 2873, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17667.72, + "sql_execution_elapsed_ms_total": 24.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_1a7c73d2ce5c987a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..822c399670e5208d0d3aa0ba6af264d2adf026d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8660, "bytes_utf8": 8660, "lines": 303, "estimated_tokens": 2698}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22789, "cached_input_tokens": 19840, "output_tokens": 142}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9790b89bfdd25ba5c9b3b3c6cd196474e39e0f3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1b1cec811f81fccb", + "api_calls": 0, + "input_tokens": 22789, + "cached_input_tokens": 19840, + "output_tokens": 142, + "total_tokens": 22931, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2698, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11744.1, + "sql_execution_elapsed_ms_total": 5.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_1b1cec811f81fccb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cfb57110fc2de984c1cd72029668b140de9e6312 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:04:14.203113+00:00", + "ended_at": "2026-05-04T09:04:25.946881+00:00", + "elapsed_ms": 11744.1, + "prompt_metrics": { + "chars": 8660, + "bytes_utf8": 8660, + "lines": 303, + "estimated_tokens": 2698 + }, + "stdout_metrics": { + "chars": 726, + "bytes_utf8": 726, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13166 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 397, + "bytes_utf8": 397, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 22789, + "cached_input_tokens": 19840, + "output_tokens": 142 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6922c51884cffadb6e5a22189487d530cfaeb707 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..543f21a3db4aeea8314863d0125584216d800150 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-2028-7c83-9c73-4242be8f3078"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"y\\\" and condition_col=\\\"y\\\". Since \\\"y\\\" is stored as TEXT in the schema snapshot, the condition value is quoted as '1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22789,"cached_input_tokens":19840,"output_tokens":142}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ee98b9eac5864887a85607a246478ca8cec48cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"y\" and condition_col=\"y\". Since \"y\" is stored as TEXT in the schema snapshot, the condition value is quoted as '1'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b276fb7e2f16fceb65289da5763212d9b3a2a95b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:14.451485Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:16.854278Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:24.994899Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..35a153d3712b602e111ab9ca798d4ca9ca07a7e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=y, condition_col=y. +Result preview: [{"y": "1", "condition_rate": 1.0}, {"y": "3", "condition_rate": 0.0}, {"y": "2", "condition_rate": 0.0}, {"y": "0", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aee49de9252eb76089dcdac7490846a023be5a63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_1b1cec811f81fccb +-- problem_id: v2p_n6_bee2bccb68c9d504 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..290bcee84124c26ea3b7801a2865fa535fc62424 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"y\", \"condition_rate\"], \"rows\": [{\"y\": \"1\", \"condition_rate\": 1.0}, {\"y\": \"3\", \"condition_rate\": 0.0}, {\"y\": \"2\", \"condition_rate\": 0.0}, {\"y\": \"0\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d5bbe22484ee2dc49e7acbdc4dea878fef77dbde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:04:14.197665+00:00", + "ended_at": "2026-05-04T09:04:25.976823+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1b1cec811f81fccb", + "problem_id": "v2p_n6_bee2bccb68c9d504", + "dataset_id": "n6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_1b1cec811f81fccb.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1b1cec811f81fccb", + "api_calls": 0, + "input_tokens": 22789, + "cached_input_tokens": 19840, + "output_tokens": 142, + "total_tokens": 22931, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2698, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11744.1, + "sql_execution_elapsed_ms_total": 5.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_1b1cec811f81fccb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06037077dd287d2b2b0a22d17b166df60413348c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b1cec811f81fccb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:25.956153+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11744.1, "started_at": "2026-05-04T09:04:14.203113+00:00", "ended_at": "2026-05-04T09:04:25.946881+00:00", "prompt_metrics": {"chars": 8660, "bytes_utf8": 8660, "lines": 303, "estimated_tokens": 2698}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22789, "cached_input_tokens": 19840, "output_tokens": 142}, "stderr_preview": "2026-05-04T09:04:14.451485Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:16.854278Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4cb1841e014bd4018cfa3ec3fe043c091aede68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-e320-7a21-93a8-cc82c0f507b0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\",\"notes\":\"Applied the provided Max Aggregate Winner Selection template with group_col=\\\"y\\\" and measure_col=\\\"X10\\\". Cast \\\"X10\\\" to REAL because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22804,"cached_input_tokens":21888,"output_tokens":172}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a51b472190901b42c589c1e41c9cbd7afb36f7c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";","notes":"Applied the provided Max Aggregate Winner Selection template with group_col=\"y\" and measure_col=\"X10\". Cast \"X10\" to REAL because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92eae5af96d246ec6e93459eb3dbe5081f0d479e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:28.300221Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:30.756889Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:38.900816Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..532066a546899506113b7314d2c851cac980002c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X10. +Result preview: [{"y": "1", "total_measure": 7495.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..643002bc9a0f8e30862adf048bcfa2866f4ae976 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_1b8b45965db45440 +-- problem_id: v2p_n6_9a71202bef517a09 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fdc93ab23416c4a752927e87f06b36b0da40b20e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 7495.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2cec90580220d3aa7a2aab4e4da7585d209a914e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:33:28.027547+00:00", + "ended_at": "2026-05-04T09:33:39.745303+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1b8b45965db45440", + "problem_id": "v2p_n6_9a71202bef517a09", + "dataset_id": "n6", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_1b8b45965db45440.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1b8b45965db45440", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22976, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2843, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11678.8, + "sql_execution_elapsed_ms_total": 5.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_1b8b45965db45440\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..91e814faa1a3ee94a3051a1655ed37b30a942f91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1b8b45965db45440/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:39.730018+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11678.8, "started_at": "2026-05-04T09:33:28.032143+00:00", "ended_at": "2026-05-04T09:33:39.710241+00:00", "prompt_metrics": {"chars": 8743, "bytes_utf8": 8743, "lines": 300, "estimated_tokens": 2715}, "response_metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22804, "cached_input_tokens": 21888, "output_tokens": 172}, "stderr_preview": "2026-05-04T09:33:28.300221Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:30.756889Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X1", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..24f2d5cfeda5331b2974d38ec9dbdc76bc257cc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-7370-7720-822d-05e51b62bd5f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X1\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X1\\\". CAST(\\\"X1\\\" AS REAL) is applied because the schema stores feature columns as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22779,"cached_input_tokens":19840,"output_tokens":160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60adc8fba96ff0442086f3eef91f33402dca7bf9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X1\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"y\" and predicate_col bound to \"X1\". CAST(\"X1\" AS REAL) is applied because the schema stores feature columns as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05e2dd4e507378b7e42e42a3ecd5b8368967b482 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:58.791228Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:01.138167Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:08.953405Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1641901c3eceac326403f654cbd851eebda6b4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y. +Result preview: [{"y": "1", "support": 811}, {"y": "0", "support": 758}, {"y": "3", "support": 280}, {"y": "2", "support": 211}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e18065dcaf636ea4d46882d1301728d3e554bea6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_1c3330ebe190c390 +-- problem_id: v2p_n6_a08ccbc43899a870 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X1" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06aa13b295ccdde3accaa27e10a6bed87e343eab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X1\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X1\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"1\", \"support\": 811}, {\"y\": \"0\", \"support\": 758}, {\"y\": \"3\", \"support\": 280}, {\"y\": \"2\", \"support\": 211}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.17}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3adc74c7c81a4d3df9020883caf055c093486e50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:20:58.598596+00:00", + "ended_at": "2026-05-04T09:21:09.828363+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1c3330ebe190c390", + "problem_id": "v2p_n6_a08ccbc43899a870", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X1", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_1c3330ebe190c390.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1c3330ebe190c390", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 19840, + "output_tokens": 160, + "total_tokens": 22939, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2808, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11197.62, + "sql_execution_elapsed_ms_total": 3.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_1c3330ebe190c390\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f255f8eaef5afa892bc0e1e747a035ebdd8eef54 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:09.818337+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11197.62, "started_at": "2026-05-04T09:20:58.602105+00:00", "ended_at": "2026-05-04T09:21:09.799840+00:00", "prompt_metrics": {"chars": 8610, "bytes_utf8": 8610, "lines": 302, "estimated_tokens": 2690}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22779, "cached_input_tokens": 19840, "output_tokens": 160}, "stderr_preview": "2026-05-04T09:20:58.791228Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:01.138167Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X1\\\". CAST(\\\"X1\\\" AS REAL) is applied because the schema stores feature columns as TEXT while the predicate value is numeric.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3ce739586674f53f0590ac8d495a70e65a8c65a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c3330ebe190c390/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1c3330ebe190c390", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 19840, + "output_tokens": 160, + "total_tokens": 22939, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2808, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11197.62, + "sql_execution_elapsed_ms_total": 3.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_1c3330ebe190c390\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f178cb34937b5843b4eca2f8296c94c459dcedd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X15": "-2", "support": 340, "avg_response": 2.0647058823529414}, {"X15": "2", "support": 323, "avg_response": 1.6996904024767803}, {"X15": "-1", "support": 314, "avg_response": 1.1401273885350318}, {"X15": "-3", "support": 302, "avg_response": 0.7086092715231788}, {"X15": "3", "support": 299, "avg_response": 0.391304347826087}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4366c9733905eecc2b64b5eb26ed47a8fb67c8b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_1c78b9a6a3cbd4f9 +-- problem_id: v2p_n6_96f9cd43a8d77a43 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X15", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X15" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5d3911ac602eff1dd27fa95c385f04bf3620766 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_1c78b9a6a3cbd4f9\n-- problem_id: v2p_n6_96f9cd43a8d77a43\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X15\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X15\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_1c78b9a6a3cbd4f9\\n-- problem_id: v2p_n6_96f9cd43a8d77a43\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X15\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X15\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X15\", \"support\", \"avg_response\"], \"rows\": [{\"X15\": \"-2\", \"support\": 340, \"avg_response\": 2.0647058823529414}, {\"X15\": \"2\", \"support\": 323, \"avg_response\": 1.6996904024767803}, {\"X15\": \"-1\", \"support\": 314, \"avg_response\": 1.1401273885350318}, {\"X15\": \"-3\", \"support\": 302, \"avg_response\": 0.7086092715231788}, {\"X15\": \"3\", \"support\": 299, \"avg_response\": 0.391304347826087}, {\"X15\": \"-4\", \"support\": 294, \"avg_response\": -1.2925170068027212}, {\"X15\": \"-5\", \"support\": 291, \"avg_response\": -0.11683848797250859}, {\"X15\": \"1\", \"support\": 287, \"avg_response\": 1.9651567944250872}, {\"X15\": \"0\", \"support\": 285, \"avg_response\": 2.1543859649122807}, {\"X15\": \"4\", \"support\": 260, \"avg_response\": 3.6846153846153844}, {\"X15\": \"-6\", \"support\": 238, \"avg_response\": -1.495798319327731}, {\"X15\": \"5\", \"support\": 233, \"avg_response\": 3.313304721030043}, {\"X15\": \"-7\", \"support\": 218, \"avg_response\": -0.38990825688073394}, {\"X15\": \"-8\", \"support\": 210, \"avg_response\": 0.14285714285714285}, {\"X15\": \"7\", \"support\": 183, \"avg_response\": 3.0163934426229506}, {\"X15\": \"6\", \"support\": 177, \"avg_response\": 3.8813559322033897}, {\"X15\": \"-9\", \"support\": 171, \"avg_response\": -3.0233918128654973}, {\"X15\": \"-10\", \"support\": 170, \"avg_response\": -1.8470588235294119}, {\"X15\": \"8\", \"support\": 144, \"avg_response\": 5.194444444444445}, {\"X15\": \"-12\", \"support\": 127, \"avg_response\": -0.8110236220472441}, {\"X15\": \"-11\", \"support\": 126, \"avg_response\": -2.4523809523809526}, {\"X15\": \"9\", \"support\": 109, \"avg_response\": 5.587155963302752}, {\"X15\": \"10\", \"support\": 91, \"avg_response\": 3.208791208791209}, {\"X15\": \"-13\", \"support\": 89, \"avg_response\": -7.089887640449438}, {\"X15\": \"11\", \"support\": 84, \"avg_response\": 7.166666666666667}, {\"X15\": \"-14\", \"support\": 80, \"avg_response\": -6.475}, {\"X15\": \"13\", \"support\": 76, \"avg_response\": 4.907894736842105}, {\"X15\": \"12\", \"support\": 69, \"avg_response\": 3.3768115942028984}, {\"X15\": \"16\", \"support\": 65, \"avg_response\": 5.123076923076923}, {\"X15\": \"-18\", \"support\": 59, \"avg_response\": -7.813559322033898}, {\"X15\": \"-17\", \"support\": 58, \"avg_response\": -3.0172413793103448}, {\"X15\": \"14\", \"support\": 57, \"avg_response\": 11.192982456140351}, {\"X15\": \"-16\", \"support\": 54, \"avg_response\": -0.07407407407407407}, {\"X15\": \"-15\", \"support\": 53, \"avg_response\": -1.0943396226415094}, {\"X15\": \"18\", \"support\": 51, \"avg_response\": 5.529411764705882}, {\"X15\": \"15\", \"support\": 51, \"avg_response\": 2.1372549019607843}, {\"X15\": \"17\", \"support\": 41, \"avg_response\": 10.731707317073171}, {\"X15\": \"-19\", \"support\": 41, \"avg_response\": -9.048780487804878}, {\"X15\": \"-21\", \"support\": 37, \"avg_response\": -7.918918918918919}, {\"X15\": \"-23\", \"support\": 37, \"avg_response\": -12.027027027027026}, {\"X15\": \"19\", \"support\": 35, \"avg_response\": 5.828571428571428}, {\"X15\": \"-20\", \"support\": 35, \"avg_response\": -4.257142857142857}, {\"X15\": \"21\", \"support\": 34, \"avg_response\": 8.176470588235293}, {\"X15\": \"20\", \"support\": 34, \"avg_response\": 6.970588235294118}, {\"X15\": \"-22\", \"support\": 32, \"avg_response\": -15.34375}, {\"X15\": \"23\", \"support\": 31, \"avg_response\": 5.67741935483871}, {\"X15\": \"22\", \"support\": 28, \"avg_response\": 9.785714285714286}, {\"X15\": \"-24\", \"support\": 27, \"avg_response\": -12.814814814814815}, {\"X15\": \"-25\", \"support\": 22, \"avg_response\": -13.409090909090908}, {\"X15\": \"-26\", \"support\": 20, \"avg_response\": -17.9}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..73dd38a66e613c5140f6a55c2d4cc6b8bc93dd6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.617962+00:00", + "ended_at": "2026-05-04T09:50:30.629164+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1c78b9a6a3cbd4f9", + "problem_id": "v2p_n6_96f9cd43a8d77a43", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X15.", + "bindings": { + "key_col": "X15", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=54", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 54, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_1c78b9a6a3cbd4f9.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c07aa58a21c82e270e1af058f6bf9e34cbe99855 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8873, "bytes_utf8": 8873, "lines": 304, "estimated_tokens": 2779}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 533, "bytes_utf8": 533, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 22870, "cached_input_tokens": 21888, "output_tokens": 224}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d7a2364d53e4a3e102781c0ca25bcbdccfb35fd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1d745f6f1c90ddc5", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 224, + "total_tokens": 23094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2922, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12695.94, + "sql_execution_elapsed_ms_total": 6.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_1d745f6f1c90ddc5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a0f75b86ed9f34272a4dc4727c1711c149e362d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:10:40.685995+00:00", + "ended_at": "2026-05-04T09:10:53.381873+00:00", + "elapsed_ms": 12695.94, + "prompt_metrics": { + "chars": 8873, + "bytes_utf8": 8873, + "lines": 304, + "estimated_tokens": 2779 + }, + "stdout_metrics": { + "chars": 858, + "bytes_utf8": 858, + "lines": 4, + "estimated_tokens": 253 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 533, + "bytes_utf8": 533, + "lines": 1, + "estimated_tokens": 143 + }, + "usage": { + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 224 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5230e42636c32a99c2f3b44a4c28bc4ae1df94e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X11.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X11", + "band_col": "X11", + "band_cut_1": -5.0, + "band_cut_2": 3.0, + "lower_bound": -5.0, + "upper_bound": 3.0, + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58b9b1b0f44ae19447362b2d6785d714c1aca12f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df241-05a1-79d0-a360-9d12e29e3f12"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X11\\\" AS REAL) < -5.0 THEN 'low'\\n WHEN CAST(\\\"X11\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X11\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the requested binned numeric group average template with both band_col and measure_col bound to \\\"X11\\\"; cast to REAL because the SQLite schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":21888,"output_tokens":224}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8db04d956c44f3cc6ab5daf3135b30f809652c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X11\" AS REAL) < -5.0 THEN 'low'\n WHEN CAST(\"X11\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X11\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Applied the requested binned numeric group average template with both band_col and measure_col bound to \"X11\"; cast to REAL because the SQLite schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1db11617f55d09fc15f249da0f282bf2bd950b62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:10:40.853713Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:10:43.197296Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:10:52.511174Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..08f9f8d6fe558fa0bca60f56eda1f2a55f18b401 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X11. +Result preview: [{"band_bucket": "high", "avg_measure": 22.420212765957448}, {"band_bucket": "mid", "avg_measure": -1.260931899641577}, {"band_bucket": "low", "avg_measure": -36.77949790794979}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e949406f83c9d034bc49a745357159ce8082dd61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_1d745f6f1c90ddc5 +-- problem_id: v2p_n6_eec73d8f3cb0048a +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X11" AS REAL) < -5.0 THEN 'low' + WHEN CAST("X11" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X11" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3deda3cd491ad70367946b2d79708707ad5da52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X11\" AS REAL) < -5.0 THEN 'low'\n WHEN CAST(\"X11\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X11\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X11\\\" AS REAL) < -5.0 THEN 'low'\\n WHEN CAST(\\\"X11\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X11\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 22.420212765957448}, {\"band_bucket\": \"mid\", \"avg_measure\": -1.260931899641577}, {\"band_bucket\": \"low\", \"avg_measure\": -36.77949790794979}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9209136896105ecb23b1080e7db804fd2aed8295 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:10:40.684081+00:00", + "ended_at": "2026-05-04T09:10:53.426177+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1d745f6f1c90ddc5", + "problem_id": "v2p_n6_eec73d8f3cb0048a", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X11.", + "bindings": { + "measure_col": "X11", + "band_col": "X11", + "band_cut_1": -5.0, + "band_cut_2": 3.0, + "lower_bound": -5.0, + "upper_bound": 3.0, + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_1d745f6f1c90ddc5.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1d745f6f1c90ddc5", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 224, + "total_tokens": 23094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2922, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12695.94, + "sql_execution_elapsed_ms_total": 6.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_1d745f6f1c90ddc5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe37cc68295300b229436b36a1d7636f47027150 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1d745f6f1c90ddc5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:10:53.405261+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12695.94, "started_at": "2026-05-04T09:10:40.685995+00:00", "ended_at": "2026-05-04T09:10:53.381873+00:00", "prompt_metrics": {"chars": 8873, "bytes_utf8": 8873, "lines": 304, "estimated_tokens": 2779}, "response_metrics": {"chars": 533, "bytes_utf8": 533, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 22870, "cached_input_tokens": 21888, "output_tokens": 224}, "stderr_preview": "2026-05-04T09:10:40.853713Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:10:43.197296Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8d3320e65244b090133c789f8e4959891dbb808 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_1dd18dac4cfc112d\n-- problem_id: v2p_n6_29225d9f0879dd9f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X11\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X11\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_1dd18dac4cfc112d\\n-- problem_id: v2p_n6_29225d9f0879dd9f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X11\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X11\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X11\", \"support\", \"avg_response\"], \"rows\": [{\"X11\": \"1\", \"support\": 415, \"avg_response\": -1.1734939759036145}, {\"X11\": \"-1\", \"support\": 410, \"avg_response\": -0.43414634146341463}, {\"X11\": \"-2\", \"support\": 399, \"avg_response\": -1.406015037593985}, {\"X11\": \"2\", \"support\": 360, \"avg_response\": -3.8777777777777778}, {\"X11\": \"-3\", \"support\": 337, \"avg_response\": -2.1038575667655786}, {\"X11\": \"0\", \"support\": 324, \"avg_response\": -1.0462962962962963}, {\"X11\": \"3\", \"support\": 301, \"avg_response\": -0.7873754152823921}, {\"X11\": \"4\", \"support\": 292, \"avg_response\": -1.2123287671232876}, {\"X11\": \"-4\", \"support\": 291, \"avg_response\": -2.058419243986254}, {\"X11\": \"-5\", \"support\": 254, \"avg_response\": -2.0866141732283463}, {\"X11\": \"5\", \"support\": 239, \"avg_response\": -1.6150627615062763}, {\"X11\": \"-6\", \"support\": 225, \"avg_response\": -5.142222222222222}, {\"X11\": \"6\", \"support\": 205, \"avg_response\": -0.4097560975609756}, {\"X11\": \"7\", \"support\": 158, \"avg_response\": 1.1139240506329113}, {\"X11\": \"-7\", \"support\": 148, \"avg_response\": -1.9054054054054055}, {\"X11\": \"8\", \"support\": 145, \"avg_response\": -1.006896551724138}, {\"X11\": \"-8\", \"support\": 136, \"avg_response\": 0.6691176470588235}, {\"X11\": \"-10\", \"support\": 111, \"avg_response\": -3.990990990990991}, {\"X11\": \"9\", \"support\": 111, \"avg_response\": -7.198198198198198}, {\"X11\": \"-9\", \"support\": 108, \"avg_response\": -2.6666666666666665}, {\"X11\": \"-12\", \"support\": 102, \"avg_response\": -4.186274509803922}, {\"X11\": \"-11\", \"support\": 93, \"avg_response\": -4.580645161290323}, {\"X11\": \"10\", \"support\": 90, \"avg_response\": -4.1}, {\"X11\": \"11\", \"support\": 78, \"avg_response\": -1.794871794871795}, {\"X11\": \"-13\", \"support\": 68, \"avg_response\": 0.27941176470588236}, {\"X11\": \"14\", \"support\": 62, \"avg_response\": -5.129032258064516}, {\"X11\": \"12\", \"support\": 58, \"avg_response\": -3.1206896551724137}, {\"X11\": \"-14\", \"support\": 57, \"avg_response\": -1.1929824561403508}, {\"X11\": \"13\", \"support\": 47, \"avg_response\": 2.0}, {\"X11\": \"18\", \"support\": 43, \"avg_response\": -11.255813953488373}, {\"X11\": \"-16\", \"support\": 40, \"avg_response\": 1.75}, {\"X11\": \"23\", \"support\": 40, \"avg_response\": -5.725}, {\"X11\": \"-19\", \"support\": 37, \"avg_response\": 4.8108108108108105}, {\"X11\": \"-15\", \"support\": 37, \"avg_response\": -6.45945945945946}, {\"X11\": \"-17\", \"support\": 36, \"avg_response\": 3.1666666666666665}, {\"X11\": \"16\", \"support\": 36, \"avg_response\": -1.2222222222222223}, {\"X11\": \"17\", \"support\": 36, \"avg_response\": -13.61111111111111}, {\"X11\": \"19\", \"support\": 34, \"avg_response\": -10.0}, {\"X11\": \"-21\", \"support\": 33, \"avg_response\": -2.121212121212121}, {\"X11\": \"15\", \"support\": 31, \"avg_response\": -8.32258064516129}, {\"X11\": \"-18\", \"support\": 29, \"avg_response\": 12.827586206896552}, {\"X11\": \"20\", \"support\": 29, \"avg_response\": -3.2758620689655173}, {\"X11\": \"-20\", \"support\": 29, \"avg_response\": -8.03448275862069}, {\"X11\": \"21\", \"support\": 29, \"avg_response\": -19.0}, {\"X11\": \"-23\", \"support\": 27, \"avg_response\": -6.592592592592593}, {\"X11\": \"-24\", \"support\": 26, \"avg_response\": -8.153846153846153}, {\"X11\": \"-28\", \"support\": 26, \"avg_response\": -12.846153846153847}, {\"X11\": \"-26\", \"support\": 25, \"avg_response\": -9.08}, {\"X11\": \"-34\", \"support\": 25, \"avg_response\": -10.24}, {\"X11\": \"-30\", \"support\": 22, \"avg_response\": -6.090909090909091}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.01}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..39255e33100d30681921d2b2d477c63f42138aab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.419574+00:00", + "ended_at": "2026-05-04T09:50:30.429781+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1dd18dac4cfc112d", + "problem_id": "v2p_n6_29225d9f0879dd9f", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X11.", + "bindings": { + "key_col": "X11", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=40", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 40, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_1dd18dac4cfc112d.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c09b93f61b706d07aaa92169327d81875e5597b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8660, "bytes_utf8": 8660, "lines": 303, "estimated_tokens": 2698}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22789, "cached_input_tokens": 19840, "output_tokens": 163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fdaf722ed5a5360afcf9a9ea59578de9d549c4d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1ef350765d7b3491", + "api_calls": 0, + "input_tokens": 22789, + "cached_input_tokens": 19840, + "output_tokens": 163, + "total_tokens": 22952, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2698, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2794, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14478.74, + "sql_execution_elapsed_ms_total": 3.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_1ef350765d7b3491\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eeefb7ea7b482e246d4258d789b4695053aedf9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:06:02.467354+00:00", + "ended_at": "2026-05-04T09:06:16.945134+00:00", + "elapsed_ms": 14478.74, + "prompt_metrics": { + "chars": 8660, + "bytes_utf8": 8660, + "lines": 303, + "estimated_tokens": 2698 + }, + "stdout_metrics": { + "chars": 689, + "bytes_utf8": 689, + "lines": 4, + "estimated_tokens": 203 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13205 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 364, + "bytes_utf8": 364, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22789, + "cached_input_tokens": 19840, + "output_tokens": 163 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..256bcc383bac51ca804133a4c5a6323c373e5abe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..254091561e7cdc61fde7a624dd54e0e8ec1cdac6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-c6d8-7b70-87eb-6c7cb175b826"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"y\\\" and condition_col=\\\"y\\\", using condition_value='1' and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22789,"cached_input_tokens":19840,"output_tokens":163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8da45cc63f41c885cf584b67abee3260013c3870 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"y\" and condition_col=\"y\", using condition_value='1' and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbd96cc2daab97a416e87a16dd2b1b4a3ec3377d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:02.625284Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:05.163877Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:16.084056Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..35a153d3712b602e111ab9ca798d4ca9ca07a7e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=y, condition_col=y. +Result preview: [{"y": "1", "condition_rate": 1.0}, {"y": "3", "condition_rate": 0.0}, {"y": "2", "condition_rate": 0.0}, {"y": "0", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..68e1e80b5b62bb96e1659786258ea40416588893 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_1ef350765d7b3491 +-- problem_id: v2p_n6_8d4dd6de57d7d437 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a98ef4048d531572fd4762d9322a1240f88c5075 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"y\", \"condition_rate\"], \"rows\": [{\"y\": \"1\", \"condition_rate\": 1.0}, {\"y\": \"3\", \"condition_rate\": 0.0}, {\"y\": \"2\", \"condition_rate\": 0.0}, {\"y\": \"0\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.98}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4b5ba3cd64c824ea9942a1c9427a1734dde41aec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:06:02.464677+00:00", + "ended_at": "2026-05-04T09:06:16.978995+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1ef350765d7b3491", + "problem_id": "v2p_n6_8d4dd6de57d7d437", + "dataset_id": "n6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_1ef350765d7b3491.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1ef350765d7b3491", + "api_calls": 0, + "input_tokens": 22789, + "cached_input_tokens": 19840, + "output_tokens": 163, + "total_tokens": 22952, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2698, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2794, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14478.74, + "sql_execution_elapsed_ms_total": 3.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_1ef350765d7b3491\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f4bccf6ee3b2efe629a7fc5b0bfcfd2e9d548c23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1ef350765d7b3491/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:16.966773+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14478.74, "started_at": "2026-05-04T09:06:02.467354+00:00", "ended_at": "2026-05-04T09:06:16.945134+00:00", "prompt_metrics": {"chars": 8660, "bytes_utf8": 8660, "lines": 303, "estimated_tokens": 2698}, "response_metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22789, "cached_input_tokens": 19840, "output_tokens": 163}, "stderr_preview": "2026-05-04T09:06:02.625284Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:05.163877Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X8.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "X8", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..619eab688f8907492b55e773a98295bc0b583d21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df264-7bf1-7793-b155-fecc3facd652"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"X8\\\" AS REAL)) AS \\\"mean_x8\\\",\\n SQRT(AVG(CAST(\\\"X8\\\" AS REAL) * CAST(\\\"X8\\\" AS REAL)) - AVG(CAST(\\\"X8\\\" AS REAL)) * AVG(CAST(\\\"X8\\\" AS REAL))) AS \\\"std_x8\\\"\\n FROM \\\"n6\\\"\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n6\\\".*, \\n (CAST(\\\"X8\\\" AS REAL) - \\\"stats\\\".\\\"mean_x8\\\") / NULLIF(\\\"stats\\\".\\\"std_x8\\\", 0) AS \\\"z_score\\\"\\n FROM \\\"n6\\\"\\n CROSS JOIN \\\"stats\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE ABS(\\\"z_score\\\") > 2.0\\nORDER BY CAST(\\\"X8\\\" AS REAL) DESC;\",\"notes\":\"Used the planned outlier-scan template with measure_col bound to \\\"X8\\\". Replaced unsupported SQLite STDDEV with a population-standard-deviation equivalent derived from AVG(x*x) and AVG(x), and cast TEXT-valued numeric fields to REAL for correct arithmetic and ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22817,"cached_input_tokens":21888,"output_tokens":328}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f68f56c7592914086bcbea1c21035c64ab5dd5d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"X8\" AS REAL)) AS \"mean_x8\",\n SQRT(AVG(CAST(\"X8\" AS REAL) * CAST(\"X8\" AS REAL)) - AVG(CAST(\"X8\" AS REAL)) * AVG(CAST(\"X8\" AS REAL))) AS \"std_x8\"\n FROM \"n6\"\n),\n\"scored\" AS (\n SELECT\n \"n6\".*, \n (CAST(\"X8\" AS REAL) - \"stats\".\"mean_x8\") / NULLIF(\"stats\".\"std_x8\", 0) AS \"z_score\"\n FROM \"n6\"\n CROSS JOIN \"stats\"\n)\nSELECT *\nFROM \"scored\"\nWHERE ABS(\"z_score\") > 2.0\nORDER BY CAST(\"X8\" AS REAL) DESC;","notes":"Used the planned outlier-scan template with measure_col bound to \"X8\". Replaced unsupported SQLite STDDEV with a population-standard-deviation equivalent derived from AVG(x*x) and AVG(x), and cast TEXT-valued numeric fields to REAL for correct arithmetic and ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad7eef693f747d09653f1f4a4e083d374d0236c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:49:24.934496Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:49:27.297794Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:49:39.101289Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8644be6ca3003c07f78cd92bfc9c1db8ff5cd30c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X8. +Result preview: [{"X1": "-47", "X2": "-39", "X3": "-27", "X4": "11", "X5": "59", "X6": "132", "X7": "215", "X8": "271", "X9": "280", "X10": "251", "X11": "196", "X12": "122", "X13": "27", "X14": "-76", "X15": "-177", "X16": "-217", "y": "0", "z_score": 7.515036788061977}, {"X1": "-51", "X2": "-32", "X3": "-1", "X4": "41", "X5": "96", "X6": "157", "X7": "191", "X8": "209", "X9": "197", "X10": "157", "X11": "84", "X12": "-2", "X13": "-73", "X14": "-135", "X15": "-156", "X16": "-152", "y": "0", "z_score": 5.817333690224111}, {"X1": "49", "X2": "52", "X3": "72", "X4": "89", "X5": "103", "X6": "136", "X7": "173", "X8": "204", "X9": "203", "X10": "178", "X11": "129", "X12": "82", "X13": "58", "X14": "54", "X15": "56", "X16": "54", "y": "0", "z_score": 5.680422150075897}, {"X1": "-68", "X2": "-18", "X3": "41", "X4": "87", "X5": "127", "X6": "158", "X7": "201", "X8": "201", "X9": "199", "X10": "136", "X11": "102", "X12": "60", "X13": "44", "X14": "-4", "X15": "-37", "X16": "-34", "y": "0", "z_score": 5.598275225986968}, {"X1": "-34", "X2": "-15", "X3": "8", "X4": "40", "X5": "79", "X6": "124", "X7": "179", "X8": "200", "X9": "173", "X10": "102", "X11": "14", "X12": "-68", "X13": "-123", "X14": "-138", "X15": "-131", "X16": "-102", "y": "0", "z_score": 5.570892917957325}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..696b38390d1bf6ebfbd466bc251a7f53d8f6a581 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/generated_sql.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n6_1f1821b4381e7898 +-- problem_id: v2p_n6_5411be431f49b319 +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("X8" AS REAL)) AS "mean_x8", + SQRT(AVG(CAST("X8" AS REAL) * CAST("X8" AS REAL)) - AVG(CAST("X8" AS REAL)) * AVG(CAST("X8" AS REAL))) AS "std_x8" + FROM "n6" +), +"scored" AS ( + SELECT + "n6".*, + (CAST("X8" AS REAL) - "stats"."mean_x8") / NULLIF("stats"."std_x8", 0) AS "z_score" + FROM "n6" + CROSS JOIN "stats" +) +SELECT * +FROM "scored" +WHERE ABS("z_score") > 2.0 +ORDER BY CAST("X8" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba7a1e1feddeb74425ac77f52eef3edd5df0f611 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"X8\" AS REAL)) AS \"mean_x8\",\n SQRT(AVG(CAST(\"X8\" AS REAL) * CAST(\"X8\" AS REAL)) - AVG(CAST(\"X8\" AS REAL)) * AVG(CAST(\"X8\" AS REAL))) AS \"std_x8\"\n FROM \"n6\"\n),\n\"scored\" AS (\n SELECT\n \"n6\".*, \n (CAST(\"X8\" AS REAL) - \"stats\".\"mean_x8\") / NULLIF(\"stats\".\"std_x8\", 0) AS \"z_score\"\n FROM \"n6\"\n CROSS JOIN \"stats\"\n)\nSELECT *\nFROM \"scored\"\nWHERE ABS(\"z_score\") > 2.0\nORDER BY CAST(\"X8\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"X8\\\" AS REAL)) AS \\\"mean_x8\\\",\\n SQRT(AVG(CAST(\\\"X8\\\" AS REAL) * CAST(\\\"X8\\\" AS REAL)) - AVG(CAST(\\\"X8\\\" AS REAL)) * AVG(CAST(\\\"X8\\\" AS REAL))) AS \\\"std_x8\\\"\\n FROM \\\"n6\\\"\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n6\\\".*, \\n (CAST(\\\"X8\\\" AS REAL) - \\\"stats\\\".\\\"mean_x8\\\") / NULLIF(\\\"stats\\\".\\\"std_x8\\\", 0) AS \\\"z_score\\\"\\n FROM \\\"n6\\\"\\n CROSS JOIN \\\"stats\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE ABS(\\\"z_score\\\") > 2.0\\nORDER BY CAST(\\\"X8\\\" AS REAL) DESC;\", \"columns\": [\"X1\", \"X2\", \"X3\", \"X4\", \"X5\", \"X6\", \"X7\", \"X8\", \"X9\", \"X10\", \"X11\", \"X12\", \"X13\", \"X14\", \"X15\", \"X16\", \"y\", \"z_score\"], \"rows\": [{\"X1\": \"-47\", \"X2\": \"-39\", \"X3\": \"-27\", \"X4\": \"11\", \"X5\": \"59\", \"X6\": \"132\", \"X7\": \"215\", \"X8\": \"271\", \"X9\": \"280\", \"X10\": \"251\", \"X11\": \"196\", \"X12\": \"122\", \"X13\": \"27\", \"X14\": \"-76\", \"X15\": \"-177\", \"X16\": \"-217\", \"y\": \"0\", \"z_score\": 7.515036788061977}, {\"X1\": \"-51\", \"X2\": \"-32\", \"X3\": \"-1\", \"X4\": \"41\", \"X5\": \"96\", \"X6\": \"157\", \"X7\": \"191\", \"X8\": \"209\", \"X9\": \"197\", \"X10\": \"157\", \"X11\": \"84\", \"X12\": \"-2\", \"X13\": \"-73\", \"X14\": \"-135\", \"X15\": \"-156\", \"X16\": \"-152\", \"y\": \"0\", \"z_score\": 5.817333690224111}, {\"X1\": \"49\", \"X2\": \"52\", \"X3\": \"72\", \"X4\": \"89\", \"X5\": \"103\", \"X6\": \"136\", \"X7\": \"173\", \"X8\": \"204\", \"X9\": \"203\", \"X10\": \"178\", \"X11\": \"129\", \"X12\": \"82\", \"X13\": \"58\", \"X14\": \"54\", \"X15\": \"56\", \"X16\": \"54\", \"y\": \"0\", \"z_score\": 5.680422150075897}, {\"X1\": \"-68\", \"X2\": \"-18\", \"X3\": \"41\", \"X4\": \"87\", \"X5\": \"127\", \"X6\": \"158\", \"X7\": \"201\", \"X8\": \"201\", \"X9\": \"199\", \"X10\": \"136\", \"X11\": \"102\", \"X12\": \"60\", \"X13\": \"44\", \"X14\": \"-4\", \"X15\": \"-37\", \"X16\": \"-34\", \"y\": \"0\", \"z_score\": 5.598275225986968}, {\"X1\": \"-34\", \"X2\": \"-15\", \"X3\": \"8\", \"X4\": \"40\", \"X5\": \"79\", \"X6\": \"124\", \"X7\": \"179\", \"X8\": \"200\", \"X9\": \"173\", \"X10\": \"102\", \"X11\": \"14\", \"X12\": \"-68\", \"X13\": \"-123\", \"X14\": \"-138\", \"X15\": \"-131\", \"X16\": \"-102\", \"y\": \"0\", \"z_score\": 5.570892917957325}, {\"X1\": \"-58\", \"X2\": \"9\", \"X3\": \"75\", \"X4\": \"129\", \"X5\": \"164\", \"X6\": \"182\", \"X7\": \"197\", \"X8\": \"198\", \"X9\": \"166\", \"X10\": \"117\", \"X11\": \"69\", \"X12\": \"33\", \"X13\": \"-5\", \"X14\": \"-23\", \"X15\": \"-32\", \"X16\": \"-39\", \"y\": \"0\", \"z_score\": 5.516128301898038}, {\"X1\": \"-73\", \"X2\": \"-116\", \"X3\": \"-122\", \"X4\": \"-86\", \"X5\": \"-15\", \"X6\": \"73\", \"X7\": \"149\", \"X8\": \"192\", \"X9\": \"188\", \"X10\": \"142\", \"X11\": \"61\", \"X12\": \"-13\", \"X13\": \"-18\", \"X14\": \"25\", \"X15\": \"75\", \"X16\": \"96\", \"y\": \"0\", \"z_score\": 5.351834453720181}, {\"X1\": \"-160\", \"X2\": \"-153\", \"X3\": \"-134\", \"X4\": \"-84\", \"X5\": \"-15\", \"X6\": \"67\", \"X7\": \"137\", \"X8\": \"187\", \"X9\": \"193\", \"X10\": \"156\", \"X11\": \"85\", \"X12\": \"17\", \"X13\": \"-34\", \"X14\": \"-76\", \"X15\": \"-93\", \"X16\": \"-111\", \"y\": \"0\", \"z_score\": 5.214922913571966}, {\"X1\": \"-129\", \"X2\": \"-101\", \"X3\": \"-43\", \"X4\": \"14\", \"X5\": \"63\", \"X6\": \"108\", \"X7\": \"153\", \"X8\": \"185\", \"X9\": \"208\", \"X10\": \"216\", \"X11\": \"203\", \"X12\": \"177\", \"X13\": \"132\", \"X14\": \"69\", \"X15\": \"-10\", \"X16\": \"-92\", \"y\": \"0\", \"z_score\": 5.16015829751268}, {\"X1\": \"-129\", \"X2\": \"-171\", \"X3\": \"-187\", \"X4\": \"-175\", \"X5\": \"-115\", \"X6\": \"-10\", \"X7\": \"103\", \"X8\": \"184\", \"X9\": \"189\", \"X10\": \"145\", \"X11\": \"45\", \"X12\": \"-76\", \"X13\": \"-184\", \"X14\": \"-250\", \"X15\": \"-270\", \"X16\": \"-240\", \"y\": \"0\", \"z_score\": 5.1327759894830365}, {\"X1\": \"61\", \"X2\": \"69\", \"X3\": \"78\", \"X4\": \"102\", \"X5\": \"136\", \"X6\": \"164\", \"X7\": \"183\", \"X8\": \"182\", \"X9\": \"167\", \"X10\": \"139\", \"X11\": \"103\", \"X12\": \"71\", \"X13\": \"32\", \"X14\": \"2\", \"X15\": \"-15\", \"X16\": \"-30\", \"y\": \"0\", \"z_score\": 5.078011373423751}, {\"X1\": \"-50\", \"X2\": \"-38\", \"X3\": \"-12\", \"X4\": \"41\", \"X5\": \"103\", \"X6\": \"154\", \"X7\": \"182\", \"X8\": \"181\", \"X9\": \"160\", \"X10\": \"120\", \"X11\": \"89\", \"X12\": \"50\", \"X13\": \"1\", \"X14\": \"-69\", \"X15\": \"-130\", \"X16\": \"-159\", \"y\": \"0\", \"z_score\": 5.050629065394108}, {\"X1\": \"-106\", \"X2\": \"-26\", \"X3\": \"55\", \"X4\": \"100\", \"X5\": \"126\", \"X6\": \"144\", \"X7\": \"164\", \"X8\": \"179\", \"X9\": \"177\", \"X10\": \"150\", \"X11\": \"98\", \"X12\": \"40\", \"X13\": \"-28\", \"X14\": \"-94\", \"X15\": \"-150\", \"X16\": \"-162\", \"y\": \"0\", \"z_score\": 4.995864449334822}, {\"X1\": \"-120\", \"X2\": \"-142\", \"X3\": \"-136\", \"X4\": \"-90\", \"X5\": \"-16\", \"X6\": \"63\", \"X7\": \"126\", \"X8\": \"177\", \"X9\": \"187\", \"X10\": \"150\", \"X11\": \"77\", \"X12\": \"-14\", \"X13\": \"-103\", \"X14\": \"-161\", \"X15\": \"-190\", \"X16\": \"-207\", \"y\": \"0\", \"z_score\": 4.941099833275536}, {\"X1\": \"-11\", \"X2\": \"-44\", \"X3\": \"-70\", \"X4\": \"-43\", \"X5\": \"-28\", \"X6\": \"8\", \"X7\": \"130\", \"X8\": \"176\", \"X9\": \"173\", \"X10\": \"134\", \"X11\": \"86\", \"X12\": \"39\", \"X13\": \"23\", \"X14\": \"26\", \"X15\": \"20\", \"X16\": \"25\", \"y\": \"0\", \"z_score\": 4.913717525245893}, {\"X1\": \"-141\", \"X2\": \"-108\", \"X3\": \"-47\", \"X4\": \"47\", \"X5\": \"132\", \"X6\": \"195\", \"X7\": \"204\", \"X8\": \"175\", \"X9\": \"110\", \"X10\": \"49\", \"X11\": \"-6\", \"X12\": \"-58\", \"X13\": \"-93\", \"X14\": \"-108\", \"X15\": \"-101\", \"X16\": \"-86\", \"y\": \"0\", \"z_score\": 4.88633521721625}, {\"X1\": \"-63\", \"X2\": \"20\", \"X3\": \"87\", \"X4\": \"92\", \"X5\": \"118\", \"X6\": \"176\", \"X7\": \"189\", \"X8\": \"174\", \"X9\": \"139\", \"X10\": \"84\", \"X11\": \"36\", \"X12\": \"13\", \"X13\": \"31\", \"X14\": \"72\", \"X15\": \"59\", \"X16\": \"89\", \"y\": \"0\", \"z_score\": 4.858952909186607}, {\"X1\": \"-151\", \"X2\": \"-132\", \"X3\": \"-96\", \"X4\": \"-34\", \"X5\": \"35\", \"X6\": \"110\", \"X7\": \"153\", \"X8\": \"172\", \"X9\": \"140\", \"X10\": \"79\", \"X11\": \"15\", \"X12\": \"-44\", \"X13\": \"-89\", \"X14\": \"-126\", \"X15\": \"-142\", \"X16\": \"-157\", \"y\": \"0\", \"z_score\": 4.804188293127321}, {\"X1\": \"-139\", \"X2\": \"-121\", \"X3\": \"-79\", \"X4\": \"-24\", \"X5\": \"41\", \"X6\": \"105\", \"X7\": \"152\", \"X8\": \"169\", \"X9\": \"149\", \"X10\": \"118\", \"X11\": \"58\", \"X12\": \"-20\", \"X13\": \"-107\", \"X14\": \"-175\", \"X15\": \"-210\", \"X16\": \"-206\", \"y\": \"0\", \"z_score\": 4.722041369038392}, {\"X1\": \"-102\", \"X2\": \"-63\", \"X3\": \"-9\", \"X4\": \"47\", \"X5\": \"124\", \"X6\": \"183\", \"X7\": \"201\", \"X8\": \"167\", \"X9\": \"-109\", \"X10\": \"-139\", \"X11\": \"-153\", \"X12\": \"-128\", \"X13\": \"-66\", \"X14\": \"10\", \"X15\": \"78\", \"X16\": \"107\", \"y\": \"0\", \"z_score\": 4.667276752979106}, {\"X1\": \"27\", \"X2\": \"43\", \"X3\": \"83\", \"X4\": \"148\", \"X5\": \"154\", \"X6\": \"167\", \"X7\": \"184\", \"X8\": \"166\", \"X9\": \"112\", \"X10\": \"63\", \"X11\": \"26\", \"X12\": \"-18\", \"X13\": \"-42\", \"X14\": \"-63\", \"X15\": \"-58\", \"X16\": \"-64\", \"y\": \"0\", \"z_score\": 4.639894444949463}, {\"X1\": \"13\", \"X2\": \"66\", \"X3\": \"127\", \"X4\": \"192\", \"X5\": \"228\", \"X6\": \"245\", \"X7\": \"220\", \"X8\": \"165\", \"X9\": \"77\", \"X10\": \"-15\", \"X11\": \"-101\", \"X12\": \"-168\", \"X13\": \"-206\", \"X14\": \"-219\", \"X15\": \"-214\", \"X16\": \"-206\", \"y\": \"0\", \"z_score\": 4.61251213691982}, {\"X1\": \"-175\", \"X2\": \"-93\", \"X3\": \"-14\", \"X4\": \"64\", \"X5\": \"113\", \"X6\": \"160\", \"X7\": \"172\", \"X8\": \"164\", \"X9\": \"138\", \"X10\": \"78\", \"X11\": \"23\", \"X12\": \"-21\", \"X13\": \"-49\", \"X14\": \"-64\", \"X15\": \"-53\", \"X16\": \"-24\", \"y\": \"0\", \"z_score\": 4.585129828890177}, {\"X1\": \"11\", \"X2\": \"56\", \"X3\": \"106\", \"X4\": \"145\", \"X5\": \"173\", \"X6\": \"188\", \"X7\": \"185\", \"X8\": \"163\", \"X9\": \"118\", \"X10\": \"50\", \"X11\": \"-7\", \"X12\": \"-41\", \"X13\": \"-63\", \"X14\": \"-79\", \"X15\": \"-84\", \"X16\": \"-71\", \"y\": \"0\", \"z_score\": 4.557747520860534}, {\"X1\": \"90\", \"X2\": \"164\", \"X3\": \"222\", \"X4\": \"246\", \"X5\": \"249\", \"X6\": \"229\", \"X7\": \"205\", \"X8\": \"161\", \"X9\": \"88\", \"X10\": \"-7\", \"X11\": \"-72\", \"X12\": \"-87\", \"X13\": \"-56\", \"X14\": \"-24\", \"X15\": \"-5\", \"X16\": \"35\", \"y\": \"0\", \"z_score\": 4.502982904801248}, {\"X1\": \"104\", \"X2\": \"82\", \"X3\": \"64\", \"X4\": \"65\", \"X5\": \"89\", \"X6\": \"113\", \"X7\": \"141\", \"X8\": \"158\", 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\"X11\": \"143\", \"X12\": \"65\", \"X13\": \"14\", \"X14\": \"10\", \"X15\": \"33\", \"X16\": \"43\", \"y\": \"0\", \"z_score\": 4.229159824504818}, {\"X1\": \"55\", \"X2\": \"83\", \"X3\": \"102\", \"X4\": \"99\", \"X5\": \"102\", \"X6\": \"101\", \"X7\": \"121\", \"X8\": \"151\", \"X9\": \"162\", \"X10\": \"149\", \"X11\": \"123\", \"X12\": \"107\", \"X13\": \"80\", \"X14\": \"54\", \"X15\": \"33\", \"X16\": \"22\", \"y\": \"0\", \"z_score\": 4.229159824504818}, {\"X1\": \"-126\", \"X2\": \"-82\", \"X3\": \"-21\", \"X4\": \"36\", \"X5\": \"90\", \"X6\": \"126\", \"X7\": \"142\", \"X8\": \"149\", \"X9\": \"148\", \"X10\": \"118\", \"X11\": \"49\", \"X12\": \"-33\", \"X13\": \"-104\", \"X14\": \"-141\", \"X15\": \"-133\", \"X16\": \"-103\", \"y\": \"0\", \"z_score\": 4.1743952084455325}, {\"X1\": \"-235\", \"X2\": \"-196\", \"X3\": \"-146\", \"X4\": \"-87\", \"X5\": \"-28\", \"X6\": \"43\", \"X7\": \"111\", \"X8\": \"148\", \"X9\": \"135\", \"X10\": \"83\", \"X11\": \"4\", \"X12\": \"-49\", \"X13\": \"-81\", \"X14\": \"-107\", \"X15\": \"-145\", \"X16\": \"-174\", \"y\": \"0\", \"z_score\": 4.1470129004158895}, {\"X1\": \"-22\", \"X2\": \"-23\", \"X3\": \"-18\", \"X4\": \"0\", \"X5\": \"29\", \"X6\": \"70\", \"X7\": \"106\", \"X8\": \"147\", \"X9\": \"165\", \"X10\": \"158\", \"X11\": \"129\", \"X12\": \"93\", \"X13\": \"48\", \"X14\": \"5\", \"X15\": \"-18\", \"X16\": \"-31\", \"y\": \"0\", \"z_score\": 4.119630592386247}, {\"X1\": \"-83\", \"X2\": \"-49\", \"X3\": \"-9\", \"X4\": \"34\", \"X5\": \"55\", \"X6\": \"74\", \"X7\": \"106\", \"X8\": \"147\", \"X9\": \"166\", \"X10\": \"133\", \"X11\": \"35\", \"X12\": \"-93\", \"X13\": \"-215\", \"X14\": \"-277\", \"X15\": \"-255\", \"X16\": \"-172\", \"y\": \"0\", \"z_score\": 4.119630592386247}, {\"X1\": \"-89\", \"X2\": \"-102\", \"X3\": \"-86\", \"X4\": \"-40\", \"X5\": \"28\", \"X6\": \"97\", \"X7\": \"135\", \"X8\": \"145\", \"X9\": \"116\", \"X10\": \"55\", \"X11\": \"-24\", \"X12\": \"-69\", \"X13\": 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\"elapsed_ms\": 11.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d1528a3dbd2feff5ccb9b831cb6065a13217cfdb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:49:24.683355+00:00", + "ended_at": "2026-05-04T09:49:40.039713+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1f1821b4381e7898", + "problem_id": "v2p_n6_5411be431f49b319", + "dataset_id": "n6", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X8.", + "bindings": { + "measure_col": "X8", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=135" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_1f1821b4381e7898.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1f1821b4381e7898", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 328, + "total_tokens": 23145, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 273, + "estimated_total_tokens": 2999, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15303.8, + "sql_execution_elapsed_ms_total": 11.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_1f1821b4381e7898\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c62ce63d550970522bf2a9a814eb85e9aa472a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:49:40.016030+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15303.8, "started_at": "2026-05-04T09:49:24.686217+00:00", "ended_at": "2026-05-04T09:49:39.990343+00:00", "prompt_metrics": {"chars": 8683, "bytes_utf8": 8683, "lines": 298, "estimated_tokens": 2726}, "response_metrics": {"chars": 843, "bytes_utf8": 843, "lines": 1, "estimated_tokens": 273}, "usage": {"input_tokens": 22817, "cached_input_tokens": 21888, "output_tokens": 328}, "stderr_preview": "2026-05-04T09:49:24.934496Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:49:27.297794Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY CAST(\\\"X8\\\" AS REAL) DESC;\",\"notes\":\"Used the planned outlier-scan template with measure_col bound to \\\"X8\\\". Replaced unsupported SQLite STDDEV with a population-standard-deviation equivalent derived from AVG(x*x) and AVG(x), and cast TEXT-valued numeric fields to REAL for correct arithmetic and ordering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..37253ce720ac3ce26b7cff30da0e69dc1fa8c11c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_1f1821b4381e7898/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1f1821b4381e7898", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 328, + "total_tokens": 23145, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 273, + "estimated_total_tokens": 2999, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15303.8, + "sql_execution_elapsed_ms_total": 11.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_1f1821b4381e7898\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c4be25d4593be772ba4de125d5a10a4cc02fc95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8683, "bytes_utf8": 8683, "lines": 298, "estimated_tokens": 2726}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 968, "bytes_utf8": 968, "lines": 1, "estimated_tokens": 344}, "usage": {"input_tokens": 22817, "cached_input_tokens": 21888, "output_tokens": 677}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cfc1754d453d8dc30ba9e9458af02fd5a4b80ed0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_2424a038f7e7e917", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 677, + "total_tokens": 23494, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 344, + "estimated_total_tokens": 3070, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20970.86, + "sql_execution_elapsed_ms_total": 9.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_2424a038f7e7e917\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c5bc19bd5fe4b22424d2cbd38370bad8b89f3078 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:48:41.371287+00:00", + "ended_at": "2026-05-04T09:49:02.342403+00:00", + "elapsed_ms": 20970.86, + "prompt_metrics": { + "chars": 8683, + "bytes_utf8": 8683, + "lines": 298, + "estimated_tokens": 2726 + }, + "stdout_metrics": { + "chars": 1426, + "bytes_utf8": 1426, + "lines": 4, + "estimated_tokens": 534 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13177 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 968, + "bytes_utf8": 968, + "lines": 1, + "estimated_tokens": 344 + }, + "usage": { + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 677 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0c0986e403b83f968c1edb832331680e0274b80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X6.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "X6", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2f91c5e1a5502f9b7afd60bec976bcb0e47c5cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df263-d2ad-75c3-9f0c-eb7d09429e0b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"X6\\\" AS REAL)) AS \\\"mean_x6\\\",\\n AVG(CAST(\\\"X6\\\" AS REAL) * CAST(\\\"X6\\\" AS REAL)) - AVG(CAST(\\\"X6\\\" AS REAL)) * AVG(CAST(\\\"X6\\\" AS REAL)) AS \\\"var_x6\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X6\\\" IS NOT NULL\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n6\\\".*,\\n CAST(\\\"X6\\\" AS REAL) AS \\\"x6_value\\\",\\n (CAST(\\\"X6\\\" AS REAL) - \\\"stats\\\".\\\"mean_x6\\\") AS \\\"x6_centered\\\"\\n FROM \\\"n6\\\"\\n CROSS JOIN \\\"stats\\\"\\n WHERE \\\"X6\\\" IS NOT NULL\\n)\\nSELECT \\\"scored\\\".*\\nFROM \\\"scored\\\"\\nCROSS JOIN \\\"stats\\\"\\nWHERE \\\"stats\\\".\\\"var_x6\\\" > 0\\n AND (\\\"scored\\\".\\\"x6_centered\\\" * \\\"scored\\\".\\\"x6_centered\\\") > (2.0 * 2.0) * \\\"stats\\\".\\\"var_x6\\\"\\nORDER BY \\\"scored\\\".\\\"x6_value\\\" DESC;\",\"notes\":\"Adapted the Global Z-score Outlier Scan for SQLite by replacing unsupported STDDEV with a variance-based equivalent filter: z^2 > 2.0^2. \\\"X6\\\" is cast from TEXT to REAL for numeric comparison.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22817,"cached_input_tokens":21888,"output_tokens":677}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c24b5d7b8e8e2623fe1e2ba4208ba7000a57f83a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"X6\" AS REAL)) AS \"mean_x6\",\n AVG(CAST(\"X6\" AS REAL) * CAST(\"X6\" AS REAL)) - AVG(CAST(\"X6\" AS REAL)) * AVG(CAST(\"X6\" AS REAL)) AS \"var_x6\"\n FROM \"n6\"\n WHERE \"X6\" IS NOT NULL\n),\n\"scored\" AS (\n SELECT\n \"n6\".*,\n CAST(\"X6\" AS REAL) AS \"x6_value\",\n (CAST(\"X6\" AS REAL) - \"stats\".\"mean_x6\") AS \"x6_centered\"\n FROM \"n6\"\n CROSS JOIN \"stats\"\n WHERE \"X6\" IS NOT NULL\n)\nSELECT \"scored\".*\nFROM \"scored\"\nCROSS JOIN \"stats\"\nWHERE \"stats\".\"var_x6\" > 0\n AND (\"scored\".\"x6_centered\" * \"scored\".\"x6_centered\") > (2.0 * 2.0) * \"stats\".\"var_x6\"\nORDER BY \"scored\".\"x6_value\" DESC;","notes":"Adapted the Global Z-score Outlier Scan for SQLite by replacing unsupported STDDEV with a variance-based equivalent filter: z^2 > 2.0^2. \"X6\" is cast from TEXT to REAL for numeric comparison."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70b4d9b92ab1d8e33417e90a0e150ab380698b87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:48:41.598235Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:48:44.034301Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:49:01.421850Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfccbad26150a137e5e0c23f5f59e9e997e393e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X6. +Result preview: [{"X1": "13", "X2": "66", "X3": "127", "X4": "192", "X5": "228", "X6": "245", "X7": "220", "X8": "165", "X9": "77", "X10": "-15", "X11": "-101", "X12": "-168", "X13": "-206", "X14": "-219", "X15": "-214", "X16": "-206", "y": "0", "x6_value": 245.0, "x6_centered": 247.31175}, {"X1": "90", "X2": "164", "X3": "222", "X4": "246", "X5": "249", "X6": "229", "X7": "205", "X8": "161", "X9": "88", "X10": "-7", "X11": "-72", "X12": "-87", "X13": "-56", "X14": "-24", "X15": "-5", "X16": "35", "y": "0", "x6_value": 229.0, "x6_centered": 231.31175}, {"X1": "41", "X2": "68", "X3": "110", "X4": "157", "X5": "196", "X6": "218", "X7": "194", "X8": "143", "X9": "82", "X10": "39", "X11": "7", "X12": "-10", "X13": "-39", "X14": "-67", "X15": "-89", "X16": "-83", "y": "0", "x6_value": 218.0, "x6_centered": 220.31175}, {"X1": "-141", "X2": "-108", "X3": "-47", "X4": "47", "X5": "132", "X6": "195", "X7": "204", "X8": "175", "X9": "110", "X10": "49", "X11": "-6", "X12": "-58", "X13": "-93", "X14": "-108", "X15": "-101", "X16": "-86", "y": "0", "x6_value": 195.0, "x6_centered": 197.31175}, {"X1": "11", "X2": "56", "X3": "106", "X4": "145", "X5": "173", "X6": "188", "X7": "185", "X8": "163", "X9": "118", "X10": "50", "X11": "-7", "X12": "-41", "X13": "-63", "X14": "-79", "X15": "-84", "X16": "-71", "y": "0", "x6_value": 188.0, "x6_centered": 190.31175}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e4e5fa40b51582bc299c828bc7c308976d50e60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n6_2424a038f7e7e917 +-- problem_id: v2p_n6_85bb48197524c9ab +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("X6" AS REAL)) AS "mean_x6", + AVG(CAST("X6" AS REAL) * CAST("X6" AS REAL)) - AVG(CAST("X6" AS REAL)) * AVG(CAST("X6" AS REAL)) AS "var_x6" + FROM "n6" + WHERE "X6" IS NOT NULL +), +"scored" AS ( + SELECT + "n6".*, + CAST("X6" AS REAL) AS "x6_value", + (CAST("X6" AS REAL) - "stats"."mean_x6") AS "x6_centered" + FROM "n6" + CROSS JOIN "stats" + WHERE "X6" IS NOT NULL +) +SELECT "scored".* +FROM "scored" +CROSS JOIN "stats" +WHERE "stats"."var_x6" > 0 + AND ("scored"."x6_centered" * "scored"."x6_centered") > (2.0 * 2.0) * "stats"."var_x6" +ORDER BY "scored"."x6_value" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..510a07f1ac132cdcfd59557d111c31e476d3add5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"X6\" AS REAL)) AS \"mean_x6\",\n AVG(CAST(\"X6\" AS REAL) * CAST(\"X6\" AS REAL)) - AVG(CAST(\"X6\" AS REAL)) * AVG(CAST(\"X6\" AS REAL)) AS \"var_x6\"\n FROM \"n6\"\n WHERE \"X6\" IS NOT NULL\n),\n\"scored\" AS (\n SELECT\n \"n6\".*,\n CAST(\"X6\" AS REAL) AS \"x6_value\",\n (CAST(\"X6\" AS REAL) - \"stats\".\"mean_x6\") AS \"x6_centered\"\n FROM \"n6\"\n CROSS JOIN \"stats\"\n WHERE \"X6\" IS NOT NULL\n)\nSELECT \"scored\".*\nFROM \"scored\"\nCROSS JOIN \"stats\"\nWHERE \"stats\".\"var_x6\" > 0\n AND (\"scored\".\"x6_centered\" * \"scored\".\"x6_centered\") > (2.0 * 2.0) * \"stats\".\"var_x6\"\nORDER BY \"scored\".\"x6_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"X6\\\" AS REAL)) AS \\\"mean_x6\\\",\\n AVG(CAST(\\\"X6\\\" AS REAL) * CAST(\\\"X6\\\" AS REAL)) - AVG(CAST(\\\"X6\\\" AS REAL)) * AVG(CAST(\\\"X6\\\" AS REAL)) AS \\\"var_x6\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X6\\\" IS NOT NULL\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n6\\\".*,\\n CAST(\\\"X6\\\" AS REAL) AS \\\"x6_value\\\",\\n (CAST(\\\"X6\\\" AS REAL) - \\\"stats\\\".\\\"mean_x6\\\") AS \\\"x6_centered\\\"\\n FROM \\\"n6\\\"\\n CROSS JOIN \\\"stats\\\"\\n WHERE \\\"X6\\\" IS NOT NULL\\n)\\nSELECT \\\"scored\\\".*\\nFROM \\\"scored\\\"\\nCROSS JOIN \\\"stats\\\"\\nWHERE \\\"stats\\\".\\\"var_x6\\\" > 0\\n AND (\\\"scored\\\".\\\"x6_centered\\\" * \\\"scored\\\".\\\"x6_centered\\\") > (2.0 * 2.0) * \\\"stats\\\".\\\"var_x6\\\"\\nORDER BY \\\"scored\\\".\\\"x6_value\\\" DESC;\", \"columns\": [\"X1\", \"X2\", \"X3\", \"X4\", \"X5\", \"X6\", \"X7\", \"X8\", \"X9\", \"X10\", \"X11\", \"X12\", \"X13\", \"X14\", \"X15\", \"X16\", \"y\", \"x6_value\", \"x6_centered\"], \"rows\": [{\"X1\": \"13\", \"X2\": \"66\", \"X3\": \"127\", \"X4\": \"192\", \"X5\": \"228\", \"X6\": \"245\", \"X7\": \"220\", \"X8\": \"165\", \"X9\": \"77\", \"X10\": \"-15\", \"X11\": \"-101\", \"X12\": \"-168\", \"X13\": \"-206\", \"X14\": \"-219\", \"X15\": \"-214\", \"X16\": \"-206\", \"y\": \"0\", \"x6_value\": 245.0, \"x6_centered\": 247.31175}, {\"X1\": \"90\", \"X2\": \"164\", \"X3\": \"222\", \"X4\": \"246\", \"X5\": \"249\", \"X6\": \"229\", \"X7\": \"205\", \"X8\": \"161\", \"X9\": \"88\", \"X10\": \"-7\", \"X11\": \"-72\", \"X12\": \"-87\", \"X13\": \"-56\", \"X14\": \"-24\", \"X15\": \"-5\", \"X16\": \"35\", \"y\": \"0\", \"x6_value\": 229.0, \"x6_centered\": 231.31175}, {\"X1\": \"41\", \"X2\": \"68\", \"X3\": \"110\", \"X4\": \"157\", \"X5\": \"196\", \"X6\": \"218\", \"X7\": \"194\", \"X8\": \"143\", \"X9\": \"82\", \"X10\": \"39\", \"X11\": \"7\", \"X12\": \"-10\", \"X13\": \"-39\", \"X14\": \"-67\", \"X15\": \"-89\", \"X16\": \"-83\", \"y\": \"0\", \"x6_value\": 218.0, \"x6_centered\": 220.31175}, {\"X1\": \"-141\", \"X2\": \"-108\", \"X3\": \"-47\", \"X4\": \"47\", \"X5\": \"132\", \"X6\": \"195\", \"X7\": \"204\", \"X8\": \"175\", \"X9\": \"110\", \"X10\": \"49\", \"X11\": \"-6\", \"X12\": \"-58\", \"X13\": \"-93\", \"X14\": \"-108\", \"X15\": \"-101\", \"X16\": \"-86\", \"y\": \"0\", \"x6_value\": 195.0, \"x6_centered\": 197.31175}, {\"X1\": \"11\", \"X2\": \"56\", \"X3\": \"106\", \"X4\": \"145\", \"X5\": \"173\", \"X6\": \"188\", \"X7\": \"185\", \"X8\": \"163\", \"X9\": \"118\", \"X10\": 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b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:48:41.369022+00:00", + "ended_at": "2026-05-04T09:49:02.390473+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_2424a038f7e7e917", + "problem_id": "v2p_n6_85bb48197524c9ab", + "dataset_id": "n6", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X6.", + "bindings": { + "measure_col": "X6", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=133" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_2424a038f7e7e917.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_2424a038f7e7e917", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 677, + "total_tokens": 23494, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 344, + "estimated_total_tokens": 3070, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20970.86, + "sql_execution_elapsed_ms_total": 9.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_2424a038f7e7e917\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c7b7bd5ea95950be3265595670c24eb04f1db7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:49:02.369250+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20970.86, "started_at": "2026-05-04T09:48:41.371287+00:00", "ended_at": "2026-05-04T09:49:02.342403+00:00", "prompt_metrics": {"chars": 8683, "bytes_utf8": 8683, "lines": 298, "estimated_tokens": 2726}, "response_metrics": {"chars": 968, "bytes_utf8": 968, "lines": 1, "estimated_tokens": 344}, "usage": {"input_tokens": 22817, "cached_input_tokens": 21888, "output_tokens": 677}, "stderr_preview": "2026-05-04T09:48:41.598235Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:48:44.034301Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0\\n AND (\\\"scored\\\".\\\"x6_centered\\\" * \\\"scored\\\".\\\"x6_centered\\\") > (2.0 * 2.0) * \\\"stats\\\".\\\"var_x6\\\"\\nORDER BY \\\"scored\\\".\\\"x6_value\\\" DESC;\",\"notes\":\"Adapted the Global Z-score Outlier Scan for SQLite by replacing unsupported STDDEV with a variance-based equivalent filter: z^2 > 2.0^2. \\\"X6\\\" is cast from TEXT to REAL for numeric comparison.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dad8370455af83afb376c3602946681d2ebce0db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2424a038f7e7e917/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_2424a038f7e7e917", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 677, + "total_tokens": 23494, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 344, + "estimated_total_tokens": 3070, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20970.86, + "sql_execution_elapsed_ms_total": 9.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_2424a038f7e7e917\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..323bedbbcf826670a2192b2395810b21f8958332 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8908, "bytes_utf8": 8908, "lines": 305, "estimated_tokens": 2749}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1228, "bytes_utf8": 1228, "lines": 1, "estimated_tokens": 367}, "usage": {"input_tokens": 22840, "cached_input_tokens": 21888, "output_tokens": 1023}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4e53aa753bb9baa00e18342638348359120f2c7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_2473cf22f73a0115", + "api_calls": 0, + "input_tokens": 22840, + "cached_input_tokens": 21888, + "output_tokens": 1023, + "total_tokens": 23863, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2749, + "estimated_output_tokens": 367, + "estimated_total_tokens": 3116, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26904.94, + "sql_execution_elapsed_ms_total": 10.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_2473cf22f73a0115\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e924b78339ef1f9e0ff399290f2757869ad715d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:18:55.748836+00:00", + "ended_at": "2026-05-04T09:19:22.654283+00:00", + "elapsed_ms": 26904.94, + "prompt_metrics": { + "chars": 8908, + "bytes_utf8": 8908, + "lines": 305, + "estimated_tokens": 2749 + }, + "stdout_metrics": { + "chars": 1699, + "bytes_utf8": 1699, + "lines": 4, + "estimated_tokens": 565 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13215 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1228, + "bytes_utf8": 1228, + "lines": 1, + "estimated_tokens": 367 + }, + "usage": { + "input_tokens": 22840, + "cached_input_tokens": 21888, + "output_tokens": 1023 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6104378665cc9f9ff31c62f5ce674ad8d53bdbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11, condition_col=y.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..081b944bafaf33faa7a9dcda8c9b2d3a568efffd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-9381-70d0-b429-0ea9d33339c2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"y\\\" AS \\\"group_value\\\",\\n CAST(\\\"X11\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '1'\\n AND \\\"X11\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_value\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_value\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n g.\\\"y\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n) AS g\\nLEFT JOIN \\\"percentiles\\\" AS p\\n ON g.\\\"y\\\" = p.\\\"group_value\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to emulate the 0.9 quantile on CAST(\\\"X11\\\" AS REAL). Because group_col and condition_col are both \\\"y\\\" with condition_value '1', only group '1' will have a non-NULL conditional percentile; other groups remain NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22840,"cached_input_tokens":21888,"output_tokens":1023}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95a7dd609956b7bd34e28f936b0a0e2b2f874335 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"base\" AS (\n SELECT\n \"y\" AS \"group_value\",\n CAST(\"X11\" AS REAL) AS \"measure_value\"\n FROM \"n6\"\n WHERE \"y\" = '1'\n AND \"X11\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_value\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_value\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_value\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"percentiles\" AS (\n SELECT\n \"group_value\",\n \"measure_value\" AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n g.\"y\",\n p.\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n) AS g\nLEFT JOIN \"percentiles\" AS p\n ON g.\"y\" = p.\"group_value\"\nORDER BY p.\"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions to emulate the 0.9 quantile on CAST(\"X11\" AS REAL). Because group_col and condition_col are both \"y\" with condition_value '1', only group '1' will have a non-NULL conditional percentile; other groups remain NULL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..445d88669b1dcb31b8219952990ba8bf24cd2772 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:55.946532Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:18:58.582605Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:19:21.855917Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..df184fdf87320ed0476e0fcb2d9be937561385b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11, condition_col=y. +Result preview: [{"y": "1", "conditional_percentile": 22.0}, {"y": "0", "conditional_percentile": null}, {"y": "2", "conditional_percentile": null}, {"y": "3", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d960590a298d2727863f25f087bff466fd2ca61e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/generated_sql.sql @@ -0,0 +1,51 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_2473cf22f73a0115 +-- problem_id: v2p_n6_1e2965d8426d4523 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "y" AS "group_value", + CAST("X11" AS REAL) AS "measure_value" + FROM "n6" + WHERE "y" = '1' + AND "X11" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_value", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "group_value" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "group_value" + ) AS "cnt" + FROM "base" +), +"percentiles" AS ( + SELECT + "group_value", + "measure_value" AS "conditional_percentile" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + g."y", + p."conditional_percentile" +FROM ( + SELECT DISTINCT "y" + FROM "n6" +) AS g +LEFT JOIN "percentiles" AS p + ON g."y" = p."group_value" +ORDER BY p."conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b7ee5cacf7905502a6a2b0f044d65700cc177b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"base\" AS (\n SELECT\n \"y\" AS \"group_value\",\n CAST(\"X11\" AS REAL) AS \"measure_value\"\n FROM \"n6\"\n WHERE \"y\" = '1'\n AND \"X11\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_value\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_value\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_value\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"percentiles\" AS (\n SELECT\n \"group_value\",\n \"measure_value\" AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n g.\"y\",\n p.\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n) AS g\nLEFT JOIN \"percentiles\" AS p\n ON g.\"y\" = p.\"group_value\"\nORDER BY p.\"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"y\\\" AS \\\"group_value\\\",\\n CAST(\\\"X11\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '1'\\n AND \\\"X11\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_value\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_value\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n g.\\\"y\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n) AS g\\nLEFT JOIN \\\"percentiles\\\" AS p\\n ON g.\\\"y\\\" = p.\\\"group_value\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\", \"columns\": [\"y\", \"conditional_percentile\"], \"rows\": [{\"y\": \"1\", \"conditional_percentile\": 22.0}, {\"y\": \"0\", \"conditional_percentile\": null}, {\"y\": \"2\", \"conditional_percentile\": null}, {\"y\": \"3\", \"conditional_percentile\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..240d6507c59b862d048a1e8defbb3e79820daafc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:18:55.744462+00:00", + "ended_at": "2026-05-04T09:19:22.695347+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_2473cf22f73a0115", + "problem_id": "v2p_n6_1e2965d8426d4523", + "dataset_id": "n6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11, condition_col=y.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_2473cf22f73a0115.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_2473cf22f73a0115", + "api_calls": 0, + "input_tokens": 22840, + "cached_input_tokens": 21888, + "output_tokens": 1023, + "total_tokens": 23863, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2749, + "estimated_output_tokens": 367, + "estimated_total_tokens": 3116, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26904.94, + "sql_execution_elapsed_ms_total": 10.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_2473cf22f73a0115\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b01e6282d06a4fc53fa1802b1ad52daf2006d4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2473cf22f73a0115/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:22.675900+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26904.94, "started_at": "2026-05-04T09:18:55.748836+00:00", "ended_at": "2026-05-04T09:19:22.654283+00:00", "prompt_metrics": {"chars": 8908, "bytes_utf8": 8908, "lines": 305, "estimated_tokens": 2749}, "response_metrics": {"chars": 1228, "bytes_utf8": 1228, "lines": 1, "estimated_tokens": 367}, "usage": {"input_tokens": 22840, "cached_input_tokens": 21888, "output_tokens": 1023}, "stderr_preview": "2026-05-04T09:18:55.946532Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:18:58.582605Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_24ca10128af73938/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_24ca10128af73938/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3c59893f49d8c4853b05b1252bdc1cf61f2bc23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_24ca10128af73938/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_24ca10128af73938\n-- problem_id: v2p_n6_7277d35378bc0da8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X6\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_24ca10128af73938\\n-- problem_id: v2p_n6_7277d35378bc0da8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X6\", \"support\", \"avg_response\"], \"rows\": [{\"X6\": \"1\", \"support\": 325, \"avg_response\": 2.5476923076923077}, {\"X6\": \"2\", \"support\": 319, \"avg_response\": 1.9373040752351096}, {\"X6\": \"-2\", \"support\": 316, \"avg_response\": -1.7721518987341771}, {\"X6\": \"-1\", \"support\": 308, \"avg_response\": 0.19480519480519481}, {\"X6\": \"-3\", \"support\": 300, \"avg_response\": -2.316666666666667}, {\"X6\": \"3\", \"support\": 268, \"avg_response\": 1.2350746268656716}, {\"X6\": \"4\", \"support\": 265, \"avg_response\": 2.6830188679245284}, {\"X6\": \"6\", \"support\": 263, \"avg_response\": 4.817490494296578}, {\"X6\": \"5\", \"support\": 234, \"avg_response\": 2.9957264957264957}, {\"X6\": \"-4\", \"support\": 230, \"avg_response\": -3.130434782608696}, {\"X6\": \"0\", \"support\": 223, \"avg_response\": -1.2780269058295963}, {\"X6\": \"-5\", \"support\": 212, \"avg_response\": -1.4575471698113207}, {\"X6\": \"-6\", \"support\": 211, \"avg_response\": -4.369668246445498}, {\"X6\": \"-7\", \"support\": 207, \"avg_response\": -3.246376811594203}, {\"X6\": \"7\", \"support\": 195, \"avg_response\": 5.3538461538461535}, {\"X6\": \"8\", \"support\": 192, \"avg_response\": 3.140625}, {\"X6\": \"-8\", \"support\": 180, \"avg_response\": -3.2888888888888888}, {\"X6\": \"9\", \"support\": 168, \"avg_response\": 5.107142857142857}, {\"X6\": \"-9\", \"support\": 159, \"avg_response\": -5.421383647798742}, {\"X6\": \"10\", \"support\": 154, \"avg_response\": 3.5714285714285716}, {\"X6\": \"-11\", \"support\": 132, \"avg_response\": -6.151515151515151}, {\"X6\": \"-10\", \"support\": 118, \"avg_response\": -8.271186440677965}, {\"X6\": \"11\", \"support\": 102, \"avg_response\": 5.450980392156863}, {\"X6\": \"12\", \"support\": 92, \"avg_response\": 3.869565217391304}, {\"X6\": \"13\", \"support\": 91, \"avg_response\": 8.32967032967033}, {\"X6\": \"-12\", \"support\": 90, \"avg_response\": -10.966666666666667}, {\"X6\": \"-13\", \"support\": 87, \"avg_response\": -9.425287356321839}, {\"X6\": \"14\", \"support\": 75, \"avg_response\": 3.1866666666666665}, {\"X6\": \"-18\", \"support\": 69, \"avg_response\": -5.913043478260869}, {\"X6\": \"-14\", \"support\": 69, \"avg_response\": -7.971014492753623}, {\"X6\": \"15\", \"support\": 61, \"avg_response\": 9.327868852459016}, {\"X6\": \"16\", \"support\": 60, \"avg_response\": 7.933333333333334}, {\"X6\": \"-19\", \"support\": 53, \"avg_response\": -6.415094339622642}, {\"X6\": \"-17\", \"support\": 53, \"avg_response\": -10.150943396226415}, {\"X6\": \"17\", \"support\": 52, \"avg_response\": 16.51923076923077}, {\"X6\": \"18\", \"support\": 51, \"avg_response\": 4.509803921568627}, {\"X6\": \"-16\", \"support\": 51, \"avg_response\": -8.686274509803921}, {\"X6\": \"19\", \"support\": 47, \"avg_response\": 14.319148936170214}, {\"X6\": \"-15\", \"support\": 46, \"avg_response\": -6.478260869565218}, {\"X6\": \"20\", \"support\": 42, \"avg_response\": 16.642857142857142}, {\"X6\": \"22\", \"support\": 42, \"avg_response\": 10.285714285714286}, {\"X6\": \"25\", \"support\": 40, \"avg_response\": 13.475}, {\"X6\": \"24\", \"support\": 37, \"avg_response\": 10.35135135135135}, {\"X6\": \"23\", \"support\": 36, \"avg_response\": 2.3333333333333335}, {\"X6\": \"21\", \"support\": 34, \"avg_response\": 8.117647058823529}, {\"X6\": \"-20\", \"support\": 31, \"avg_response\": -39.41935483870968}, {\"X6\": \"26\", \"support\": 27, \"avg_response\": 12.62962962962963}, {\"X6\": \"-24\", \"support\": 25, \"avg_response\": -30.16}, {\"X6\": \"30\", \"support\": 22, \"avg_response\": 8.681818181818182}, {\"X6\": \"-22\", \"support\": 22, \"avg_response\": -7.818181818181818}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.53}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_24ca10128af73938/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_24ca10128af73938/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4f9aa2336ac80b472762f9dce612941026732b82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_24ca10128af73938/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.128364+00:00", + "ended_at": "2026-05-04T09:50:30.138392+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_24ca10128af73938", + "problem_id": "v2p_n6_7277d35378bc0da8", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X6.", + "bindings": { + "key_col": "X6", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=18", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 18, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_24ca10128af73938.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_24ca10128af73938/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_24ca10128af73938/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_24ca10128af73938/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7de213ef91f2856b0cc8a484f1a2c2f2df5447d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X6": "1", "support": 325, "avg_response": 1.0707692307692307}, {"X6": "2", "support": 319, "avg_response": -0.13793103448275862}, {"X6": "-2", "support": 316, "avg_response": -1.5727848101265822}, {"X6": "-1", "support": 308, "avg_response": -0.45454545454545453}, {"X6": "-3", "support": 300, "avg_response": -2.49}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3127cfefb1e6e01d0fd307098dc3a8bffcfe7d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_26d4aaf802cf4cb5 +-- problem_id: v2p_n6_1c0767e50d8d1d75 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X6", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b33c047e8b681837c57b7854ee7e8a9d040abe3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_26d4aaf802cf4cb5\n-- problem_id: v2p_n6_1c0767e50d8d1d75\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X6\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_26d4aaf802cf4cb5\\n-- problem_id: v2p_n6_1c0767e50d8d1d75\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X6\", \"support\", \"avg_response\"], \"rows\": [{\"X6\": \"1\", \"support\": 325, \"avg_response\": 1.0707692307692307}, {\"X6\": \"2\", \"support\": 319, \"avg_response\": -0.13793103448275862}, {\"X6\": \"-2\", \"support\": 316, \"avg_response\": -1.5727848101265822}, {\"X6\": \"-1\", \"support\": 308, \"avg_response\": -0.45454545454545453}, {\"X6\": \"-3\", \"support\": 300, \"avg_response\": -2.49}, {\"X6\": \"3\", \"support\": 268, \"avg_response\": 0.23134328358208955}, {\"X6\": \"4\", \"support\": 265, \"avg_response\": 0.4490566037735849}, {\"X6\": \"6\", \"support\": 263, \"avg_response\": 1.961977186311787}, {\"X6\": \"5\", \"support\": 234, \"avg_response\": 1.0299145299145298}, {\"X6\": \"-4\", \"support\": 230, \"avg_response\": -3.3043478260869565}, {\"X6\": \"0\", \"support\": 223, \"avg_response\": -1.9192825112107623}, {\"X6\": \"-5\", \"support\": 212, \"avg_response\": -2.443396226415094}, {\"X6\": \"-6\", \"support\": 211, \"avg_response\": -3.7109004739336493}, {\"X6\": \"-7\", \"support\": 207, \"avg_response\": -3.1159420289855073}, {\"X6\": \"7\", \"support\": 195, \"avg_response\": 3.3897435897435897}, {\"X6\": \"8\", \"support\": 192, \"avg_response\": 0.265625}, {\"X6\": \"-8\", \"support\": 180, \"avg_response\": -4.038888888888889}, {\"X6\": \"9\", \"support\": 168, \"avg_response\": 2.2738095238095237}, {\"X6\": \"-9\", \"support\": 159, \"avg_response\": -5.509433962264151}, {\"X6\": \"10\", \"support\": 154, \"avg_response\": 3.3896103896103895}, {\"X6\": \"-11\", \"support\": 132, \"avg_response\": -4.931818181818182}, {\"X6\": \"-10\", \"support\": 118, \"avg_response\": -6.415254237288136}, {\"X6\": \"11\", \"support\": 102, \"avg_response\": 1.6372549019607843}, {\"X6\": \"12\", \"support\": 92, \"avg_response\": 3.3043478260869565}, {\"X6\": \"13\", \"support\": 91, \"avg_response\": 7.186813186813187}, {\"X6\": \"-12\", \"support\": 90, \"avg_response\": -9.666666666666666}, {\"X6\": \"-13\", \"support\": 87, \"avg_response\": -7.873563218390805}, {\"X6\": \"14\", \"support\": 75, \"avg_response\": 3.506666666666667}, {\"X6\": \"-18\", \"support\": 69, \"avg_response\": -5.260869565217392}, {\"X6\": \"-14\", \"support\": 69, \"avg_response\": -10.304347826086957}, {\"X6\": \"15\", \"support\": 61, \"avg_response\": 10.360655737704919}, {\"X6\": \"16\", \"support\": 60, \"avg_response\": 6.2}, {\"X6\": \"-17\", \"support\": 53, \"avg_response\": -7.6415094339622645}, {\"X6\": \"-19\", \"support\": 53, \"avg_response\": -10.20754716981132}, {\"X6\": \"17\", \"support\": 52, \"avg_response\": 11.807692307692308}, {\"X6\": \"18\", \"support\": 51, \"avg_response\": 7.254901960784314}, {\"X6\": \"-16\", \"support\": 51, \"avg_response\": -7.313725490196078}, {\"X6\": \"19\", \"support\": 47, \"avg_response\": 13.53191489361702}, {\"X6\": \"-15\", \"support\": 46, \"avg_response\": -4.1521739130434785}, {\"X6\": \"20\", \"support\": 42, \"avg_response\": 10.5}, {\"X6\": \"22\", \"support\": 42, \"avg_response\": 7.214285714285714}, {\"X6\": \"25\", \"support\": 40, \"avg_response\": 10.175}, {\"X6\": \"24\", \"support\": 37, \"avg_response\": 6.351351351351352}, {\"X6\": \"23\", \"support\": 36, \"avg_response\": -0.16666666666666666}, {\"X6\": \"21\", \"support\": 34, \"avg_response\": 4.676470588235294}, {\"X6\": \"-20\", \"support\": 31, \"avg_response\": -39.61290322580645}, {\"X6\": \"26\", \"support\": 27, \"avg_response\": 7.7407407407407405}, {\"X6\": \"-24\", \"support\": 25, \"avg_response\": -27.04}, {\"X6\": \"30\", \"support\": 22, \"avg_response\": 10.954545454545455}, {\"X6\": \"-22\", \"support\": 22, \"avg_response\": -10.863636363636363}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a61f638931d69a6cb6d0726dc42d5eac6a496f02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.140451+00:00", + "ended_at": "2026-05-04T09:50:30.150606+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_26d4aaf802cf4cb5", + "problem_id": "v2p_n6_1c0767e50d8d1d75", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X6.", + "bindings": { + "key_col": "X6", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=19", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 19, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_26d4aaf802cf4cb5.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_271e24df34be7b8a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_271e24df34be7b8a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..df8871599c5af9fa705d981643d477d2809b94cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_271e24df34be7b8a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 2000, "support_share": 0.25, "support_rank": 1}, {"value_label": "1", "support": 2000, "support_share": 0.25, "support_rank": 2}, {"value_label": "2", "support": 2000, "support_share": 0.25, "support_rank": 3}, {"value_label": "3", "support": 2000, "support_share": 0.25, "support_rank": 4}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_271e24df34be7b8a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_271e24df34be7b8a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..26ad26d4d1bf4749a05ff049a1d26567754043c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_271e24df34be7b8a/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n6_271e24df34be7b8a +-- problem_id: v2p_n6_b187c62c57ad8b15 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "y" AS value_label, COUNT(*) AS support + FROM "n6" + GROUP BY "y" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_271e24df34be7b8a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_271e24df34be7b8a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81856d7595b3c89f0bfef17eac14cd89141a2946 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_271e24df34be7b8a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n6_271e24df34be7b8a\n-- problem_id: v2p_n6_b187c62c57ad8b15\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"y\" AS value_label, COUNT(*) AS support\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n6_271e24df34be7b8a\\n-- problem_id: v2p_n6_b187c62c57ad8b15\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"y\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0\", \"support\": 2000, \"support_share\": 0.25, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 2000, \"support_share\": 0.25, \"support_rank\": 2}, {\"value_label\": \"2\", \"support\": 2000, \"support_share\": 0.25, \"support_rank\": 3}, {\"value_label\": \"3\", \"support\": 2000, \"support_share\": 0.25, \"support_rank\": 4}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_271e24df34be7b8a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_271e24df34be7b8a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..305d1d7aa346b12b24248afca9528007698d1442 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_271e24df34be7b8a/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:29.883427+00:00", + "ended_at": "2026-05-04T09:50:29.895810+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_271e24df34be7b8a", + "problem_id": "v2p_n6_b187c62c57ad8b15", + "dataset_id": "n6", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_271e24df34be7b8a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_271e24df34be7b8a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_271e24df34be7b8a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_271e24df34be7b8a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d25e95a16530c06eb9950bfd79f0dfab6706dd20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8707, "bytes_utf8": 8707, "lines": 302, "estimated_tokens": 2714}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 516, "bytes_utf8": 516, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22803, "cached_input_tokens": 21888, "output_tokens": 210}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..508cbedba1acb5d2b3237d0dc1f1df18e9eb715d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_27639c2132c25cbc", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 21888, + "output_tokens": 210, + "total_tokens": 23013, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2850, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12290.29, + "sql_execution_elapsed_ms_total": 8.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_27639c2132c25cbc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7995a4eaf914a376e952f624161556173779b4a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:24:19.986612+00:00", + "ended_at": "2026-05-04T09:24:32.278297+00:00", + "elapsed_ms": 12290.29, + "prompt_metrics": { + "chars": 8707, + "bytes_utf8": 8707, + "lines": 302, + "estimated_tokens": 2714 + }, + "stdout_metrics": { + "chars": 856, + "bytes_utf8": 856, + "lines": 4, + "estimated_tokens": 254 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 516, + "bytes_utf8": 516, + "lines": 1, + "estimated_tokens": 136 + }, + "usage": { + "input_tokens": 22803, + "cached_input_tokens": 21888, + "output_tokens": 210 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64e82755397e1d8618113d9244fe1dc86201719b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "entity_col": "X16", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..19aca03ca089cad84aa4e43461922f6a19191d68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-8636-7eb3-b35c-e8924c833c4f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X16\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X16\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the planned Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X16\\\", and entity_col=\\\"X16\\\". CAST(\\\"X16\\\" AS REAL) is used because the schema stores feature columns as TEXT while the field is semantically numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":21888,"output_tokens":210}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55ebba50778ba8ea01c02270f5462303d1043172 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X16\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X16\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the planned Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X16\", and entity_col=\"X16\". CAST(\"X16\" AS REAL) is used because the schema stores feature columns as TEXT while the field is semantically numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c16b8d8baedfdbe001d7016dba303ba7fe8b364f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:20.236910Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:24:22.606417Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:31.548404Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..444130d1059908fd5f71009f7cacef70304583d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X16. +Result preview: [{"y": "3", "support": 2000, "avg_measure": -0.048, "distinct_entities": 39}, {"y": "2", "support": 2000, "avg_measure": 0.0355, "distinct_entities": 27}, {"y": "1", "support": 2000, "avg_measure": -1.6125, "distinct_entities": 58}, {"y": "0", "support": 2000, "avg_measure": -14.83, "distinct_entities": 340}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..237729450e2c3b788323823adf547802fa25945b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_27639c2132c25cbc +-- problem_id: v2p_n6_ee136d7809529072 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X16" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X16") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..140e19de58bf47835b65eb18fa0c08cfeb75a2e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X16\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X16\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X16\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X16\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": -0.048, \"distinct_entities\": 39}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": 0.0355, \"distinct_entities\": 27}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": -1.6125, \"distinct_entities\": 58}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -14.83, \"distinct_entities\": 340}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.81}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9cb44d84862323bf4cd2d1a65b12be4b63d6c147 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:24:19.985665+00:00", + "ended_at": "2026-05-04T09:24:32.320882+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_27639c2132c25cbc", + "problem_id": "v2p_n6_ee136d7809529072", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X16.", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "entity_col": "X16", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_27639c2132c25cbc.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_27639c2132c25cbc", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 21888, + "output_tokens": 210, + "total_tokens": 23013, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2850, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12290.29, + "sql_execution_elapsed_ms_total": 8.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_27639c2132c25cbc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a3cca0b05c7b4e60da1132b0d6efebbea2c4536 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27639c2132c25cbc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:32.303142+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12290.29, "started_at": "2026-05-04T09:24:19.986612+00:00", "ended_at": "2026-05-04T09:24:32.278297+00:00", "prompt_metrics": {"chars": 8707, "bytes_utf8": 8707, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 516, "bytes_utf8": 516, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22803, "cached_input_tokens": 21888, "output_tokens": 210}, "stderr_preview": "2026-05-04T09:24:20.236910Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:24:22.606417Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "predicate_col": "X9", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0a87bf2a45b8bb3eae773d99c75be73896dca1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df250-9442-71b2-b90f-85dcb684be77"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X9\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template with group_col=\\\"y\\\" and measure_col=\\\"X9\\\". Cast \\\"X9\\\" to REAL in both SUM and WHERE because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":21888,"output_tokens":202}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8200f1abe6dd2db25ffb676f71f6634e79145a88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X9\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Applied the required Top-k Group Sum with Filter template with group_col=\"y\" and measure_col=\"X9\". Cast \"X9\" to REAL in both SUM and WHERE because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14d380b0bc81b7c1c7546abfdce1ea98d8b82517 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:27:40.512865Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:27:42.830288Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:27:52.690444Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..359346d9429bd8ba909090d0b5efeaa6ff552a32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "0", "total_measure": 43592.0}, {"y": "1", "total_measure": 16100.0}, {"y": "2", "total_measure": 6420.0}, {"y": "3", "total_measure": 3941.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..978d8432ada3e9a779fb9534b86311056125f7ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_27b269a8e03d4220 +-- problem_id: v2p_n6_87347f6530a09763 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X9" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd6814824a0fb6b40a90e53c45a47d4c9c6914a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X9\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X9\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 43592.0}, {\"y\": \"1\", \"total_measure\": 16100.0}, {\"y\": \"2\", \"total_measure\": 6420.0}, {\"y\": \"3\", \"total_measure\": 3941.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3e3e2fc0f48469e8313ffbaa4d9a380043c9dc85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:27:40.177345+00:00", + "ended_at": "2026-05-04T09:27:53.366085+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_27b269a8e03d4220", + "problem_id": "v2p_n6_87347f6530a09763", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "predicate_col": "X9", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_27b269a8e03d4220.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_27b269a8e03d4220", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 202, + "total_tokens": 23011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2840, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13144.78, + "sql_execution_elapsed_ms_total": 3.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_27b269a8e03d4220\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5897933c5eb92cdbedb9b567ef45fa6202c71bce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:27:53.352989+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13144.78, "started_at": "2026-05-04T09:27:40.182913+00:00", "ended_at": "2026-05-04T09:27:53.324464+00:00", "prompt_metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 202}, "stderr_preview": "2026-05-04T09:27:40.512865Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:27:42.830288Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template with group_col=\\\"y\\\" and measure_col=\\\"X9\\\". Cast \\\"X9\\\" to REAL in both SUM and WHERE because the schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a52cef2f9785121de93f7c9155cf2bf2862e6ad1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_27b269a8e03d4220/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_27b269a8e03d4220", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 202, + "total_tokens": 23011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2840, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13144.78, + "sql_execution_elapsed_ms_total": 3.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_27b269a8e03d4220\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cee26fc67da9466323a3731ac4a37f4ad9a51825 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8588, "bytes_utf8": 8588, "lines": 300, "estimated_tokens": 2683}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22772, "cached_input_tokens": 22400, "output_tokens": 156}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..faf53017f525a85a405bed47d92c18cfc781500f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_280559de25be2ce7", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 22400, + "output_tokens": 156, + "total_tokens": 22928, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11415.79, + "sql_execution_elapsed_ms_total": 4.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_280559de25be2ce7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e2ca83ed9787ef573f2e16e9a9d9609ae4843c88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:47:34.356555+00:00", + "ended_at": "2026-05-04T09:47:45.772360+00:00", + "elapsed_ms": 11415.79, + "prompt_metrics": { + "chars": 8588, + "bytes_utf8": 8588, + "lines": 300, + "estimated_tokens": 2683 + }, + "stdout_metrics": { + "chars": 786, + "bytes_utf8": 786, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13238 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 452, + "bytes_utf8": 452, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 22772, + "cached_input_tokens": 22400, + "output_tokens": 156 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1c17564a83f330a826b1f0f41a7b8e16bfdcdc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X15.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5df09f88edd0a72f02a3efa9f63543e157e8acf7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df262-ccdd-7ea0-a222-61a38c54e26c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X15\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X15\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X15\\\". Cast \\\"X15\\\" to REAL because the SQLite schema stores it as TEXT while the template requires numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22772,"cached_input_tokens":22400,"output_tokens":156}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fb7303dbdd8f4e78bcbe3e7c24c5a41b83004eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X15\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X15\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X15\". Cast \"X15\" to REAL because the SQLite schema stores it as TEXT while the template requires numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1539e76d5694c6bb2b4c11e8f375e381a1dc43f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:47:34.566508Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:47:36.952336Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:47:45.090925Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a2cd7db1c30c12c080cb54c79c06b0ebc603664 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X15. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ee21cba523b1b5b41f67fbe227ba999fd7d8256 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_280559de25be2ce7 +-- problem_id: v2p_n6_c53ba4a61bfe379a +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X15" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X15" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..226548e0ac9f55d15268a8fd94a6a74724b8a486 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X15\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X15\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X15\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X15\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.8}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f7ab1f92a4b0ba22185be0c5ff186963a5619471 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:47:34.350713+00:00", + "ended_at": "2026-05-04T09:47:45.808935+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_280559de25be2ce7", + "problem_id": "v2p_n6_c53ba4a61bfe379a", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X15.", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_280559de25be2ce7.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_280559de25be2ce7", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 22400, + "output_tokens": 156, + "total_tokens": 22928, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11415.79, + "sql_execution_elapsed_ms_total": 4.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_280559de25be2ce7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..839fde3423a28d5129e1df0c92c0160f6af6707e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:47:45.792468+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11415.79, "started_at": "2026-05-04T09:47:34.356555+00:00", "ended_at": "2026-05-04T09:47:45.772360+00:00", "prompt_metrics": {"chars": 8588, "bytes_utf8": 8588, "lines": 300, "estimated_tokens": 2683}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22772, "cached_input_tokens": 22400, "output_tokens": 156}, "stderr_preview": "2026-05-04T09:47:34.566508Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:47:36.952336Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X15\\\". Cast \\\"X15\\\" to REAL because the SQLite schema stores it as TEXT while the template requires numeric aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c4670752282ae8d7792414a2e9fa41cdf79cad79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_280559de25be2ce7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_280559de25be2ce7", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 22400, + "output_tokens": 156, + "total_tokens": 22928, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11415.79, + "sql_execution_elapsed_ms_total": 4.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_280559de25be2ce7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8483bacd178cb8984b6ba0daa5fac4c657d79e97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8684, "bytes_utf8": 8684, "lines": 298, "estimated_tokens": 2726}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 894, "bytes_utf8": 894, "lines": 1, "estimated_tokens": 301}, "usage": {"input_tokens": 22817, "cached_input_tokens": 21888, "output_tokens": 514}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b5c6fee303ea5dc1c5d5eb8c3d408e6d9751cf12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_28215bd17de285db", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 514, + "total_tokens": 23331, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 301, + "estimated_total_tokens": 3027, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22242.22, + "sql_execution_elapsed_ms_total": 9.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_28215bd17de285db\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5e3dd918d0f2cdaa58e0199e7867446f856bedd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:49:02.396252+00:00", + "ended_at": "2026-05-04T09:49:24.638772+00:00", + "elapsed_ms": 22242.22, + "prompt_metrics": { + "chars": 8684, + "bytes_utf8": 8684, + "lines": 298, + "estimated_tokens": 2726 + }, + "stdout_metrics": { + "chars": 1319, + "bytes_utf8": 1319, + "lines": 4, + "estimated_tokens": 472 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13219 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 894, + "bytes_utf8": 894, + "lines": 1, + "estimated_tokens": 301 + }, + "usage": { + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 514 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4c31e3d6e5e6ed979c06af6147592df1d6385ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X7.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "X7", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0106d2319a320979ba5b8e4c3a6dbc44432f3ceb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df264-3188-7761-aec4-1507960e47a3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"X7\\\" AS REAL)) AS \\\"mean_x7\\\",\\n AVG(CAST(\\\"X7\\\" AS REAL) * CAST(\\\"X7\\\" AS REAL)) - AVG(CAST(\\\"X7\\\" AS REAL)) * AVG(CAST(\\\"X7\\\" AS REAL)) AS \\\"var_x7\\\"\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"n6\\\".*\\nFROM \\\"n6\\\"\\nCROSS JOIN \\\"stats\\\"\\nWHERE \\\"stats\\\".\\\"var_x7\\\" IS NOT NULL\\n AND \\\"stats\\\".\\\"var_x7\\\" > 0\\n AND ((CAST(\\\"n6\\\".\\\"X7\\\" AS REAL) - \\\"stats\\\".\\\"mean_x7\\\") * (CAST(\\\"n6\\\".\\\"X7\\\" AS REAL) - \\\"stats\\\".\\\"mean_x7\\\")) > (2.0 * 2.0 * \\\"stats\\\".\\\"var_x7\\\")\\nORDER BY CAST(\\\"n6\\\".\\\"X7\\\" AS REAL) DESC;\",\"notes\":\"Applied the requested template to measure_col=\\\"X7\\\" using a SQLite-compatible rewrite of z-score filtering. Because SQLite does not support STDDEV, the query uses variance via AVG(x*x) - AVG(x)^2 and checks the equivalent condition ABS(z_score) > 2.0 by comparing squared deviations.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22817,"cached_input_tokens":21888,"output_tokens":514}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bac780c1317cf12acc5c7b8aa6aeb87f26aca501 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"X7\" AS REAL)) AS \"mean_x7\",\n AVG(CAST(\"X7\" AS REAL) * CAST(\"X7\" AS REAL)) - AVG(CAST(\"X7\" AS REAL)) * AVG(CAST(\"X7\" AS REAL)) AS \"var_x7\"\n FROM \"n6\"\n)\nSELECT \"n6\".*\nFROM \"n6\"\nCROSS JOIN \"stats\"\nWHERE \"stats\".\"var_x7\" IS NOT NULL\n AND \"stats\".\"var_x7\" > 0\n AND ((CAST(\"n6\".\"X7\" AS REAL) - \"stats\".\"mean_x7\") * (CAST(\"n6\".\"X7\" AS REAL) - \"stats\".\"mean_x7\")) > (2.0 * 2.0 * \"stats\".\"var_x7\")\nORDER BY CAST(\"n6\".\"X7\" AS REAL) DESC;","notes":"Applied the requested template to measure_col=\"X7\" using a SQLite-compatible rewrite of z-score filtering. Because SQLite does not support STDDEV, the query uses variance via AVG(x*x) - AVG(x)^2 and checks the equivalent condition ABS(z_score) > 2.0 by comparing squared deviations."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5503a366f91bd98d9d9b41b965c345ce26e19ff3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:49:05.955879Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:49:08.370080Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:49:24.052371Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fca0bd4d8fd3d4509bd42a2c51c1f33de828dc84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X7. +Result preview: [{"X1": "13", "X2": "66", "X3": "127", "X4": "192", "X5": "228", "X6": "245", "X7": "220", "X8": "165", "X9": "77", "X10": "-15", "X11": "-101", "X12": "-168", "X13": "-206", "X14": "-219", "X15": "-214", "X16": "-206", "y": "0"}, {"X1": "-47", "X2": "-39", "X3": "-27", "X4": "11", "X5": "59", "X6": "132", "X7": "215", "X8": "271", "X9": "280", "X10": "251", "X11": "196", "X12": "122", "X13": "27", "X14": "-76", "X15": "-177", "X16": "-217", "y": "0"}, {"X1": "90", "X2": "164", "X3": "222", "X4": "246", "X5": "249", "X6": "229", "X7": "205", "X8": "161", "X9": "88", "X10": "-7", "X11": "-72", "X12": "-87", "X13": "-56", "X14": "-24", "X15": "-5", "X16": "35", "y": "0"}, {"X1": "-141", "X2": "-108", "X3": "-47", "X4": "47", "X5": "132", "X6": "195", "X7": "204", "X8": "175", "X9": "110", "X10": "49", "X11": "-6", "X12": "-58", "X13": "-93", "X14": "-108", "X15": "-101", "X16": "-86", "y": "0"}, {"X1": "-102", "X2": "-63", "X3": "-9", "X4": "47", "X5": "124", "X6": "183", "X7": "201", "X8": "167", "X9": "-109", "X10": "-139", "X11": "-153", "X12": "-128", "X13": "-66", "X14": "10", "X15": "78", "X16": "107", "y": "0"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..493c696b02aff8256e608bb0903096ab071e61e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n6_28215bd17de285db +-- problem_id: v2p_n6_7657c153c6020219 +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("X7" AS REAL)) AS "mean_x7", + AVG(CAST("X7" AS REAL) * CAST("X7" AS REAL)) - AVG(CAST("X7" AS REAL)) * AVG(CAST("X7" AS REAL)) AS "var_x7" + FROM "n6" +) +SELECT "n6".* +FROM "n6" +CROSS JOIN "stats" +WHERE "stats"."var_x7" IS NOT NULL + AND "stats"."var_x7" > 0 + AND ((CAST("n6"."X7" AS REAL) - "stats"."mean_x7") * (CAST("n6"."X7" AS REAL) - "stats"."mean_x7")) > (2.0 * 2.0 * "stats"."var_x7") +ORDER BY CAST("n6"."X7" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9dc586b05fdc4afd40013212973930374263c32d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"X7\" AS REAL)) AS \"mean_x7\",\n AVG(CAST(\"X7\" AS REAL) * CAST(\"X7\" AS REAL)) - AVG(CAST(\"X7\" AS REAL)) * AVG(CAST(\"X7\" AS REAL)) AS \"var_x7\"\n FROM \"n6\"\n)\nSELECT \"n6\".*\nFROM \"n6\"\nCROSS JOIN \"stats\"\nWHERE \"stats\".\"var_x7\" IS NOT NULL\n AND \"stats\".\"var_x7\" > 0\n AND ((CAST(\"n6\".\"X7\" AS REAL) - \"stats\".\"mean_x7\") * (CAST(\"n6\".\"X7\" AS REAL) - \"stats\".\"mean_x7\")) > (2.0 * 2.0 * \"stats\".\"var_x7\")\nORDER BY CAST(\"n6\".\"X7\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"X7\\\" AS REAL)) AS \\\"mean_x7\\\",\\n AVG(CAST(\\\"X7\\\" AS REAL) * CAST(\\\"X7\\\" AS REAL)) - AVG(CAST(\\\"X7\\\" AS REAL)) * AVG(CAST(\\\"X7\\\" AS REAL)) AS \\\"var_x7\\\"\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"n6\\\".*\\nFROM \\\"n6\\\"\\nCROSS JOIN \\\"stats\\\"\\nWHERE \\\"stats\\\".\\\"var_x7\\\" IS NOT NULL\\n AND \\\"stats\\\".\\\"var_x7\\\" > 0\\n AND ((CAST(\\\"n6\\\".\\\"X7\\\" AS REAL) - \\\"stats\\\".\\\"mean_x7\\\") * (CAST(\\\"n6\\\".\\\"X7\\\" AS REAL) - \\\"stats\\\".\\\"mean_x7\\\")) > (2.0 * 2.0 * \\\"stats\\\".\\\"var_x7\\\")\\nORDER BY CAST(\\\"n6\\\".\\\"X7\\\" AS REAL) DESC;\", \"columns\": [\"X1\", \"X2\", \"X3\", \"X4\", \"X5\", \"X6\", \"X7\", \"X8\", \"X9\", \"X10\", \"X11\", \"X12\", \"X13\", \"X14\", \"X15\", \"X16\", \"y\"], \"rows\": [{\"X1\": \"13\", \"X2\": \"66\", \"X3\": \"127\", \"X4\": \"192\", \"X5\": \"228\", \"X6\": \"245\", \"X7\": \"220\", \"X8\": \"165\", \"X9\": \"77\", \"X10\": \"-15\", \"X11\": \"-101\", \"X12\": \"-168\", \"X13\": \"-206\", \"X14\": \"-219\", \"X15\": \"-214\", \"X16\": \"-206\", \"y\": \"0\"}, {\"X1\": \"-47\", \"X2\": \"-39\", \"X3\": \"-27\", \"X4\": \"11\", \"X5\": \"59\", \"X6\": \"132\", \"X7\": \"215\", \"X8\": \"271\", \"X9\": \"280\", \"X10\": \"251\", \"X11\": \"196\", \"X12\": \"122\", \"X13\": \"27\", \"X14\": \"-76\", \"X15\": \"-177\", \"X16\": \"-217\", \"y\": \"0\"}, {\"X1\": \"90\", \"X2\": \"164\", \"X3\": \"222\", \"X4\": \"246\", \"X5\": \"249\", \"X6\": \"229\", \"X7\": \"205\", \"X8\": \"161\", \"X9\": \"88\", \"X10\": \"-7\", \"X11\": \"-72\", \"X12\": \"-87\", \"X13\": \"-56\", \"X14\": \"-24\", \"X15\": \"-5\", \"X16\": \"35\", \"y\": \"0\"}, {\"X1\": \"-141\", \"X2\": \"-108\", \"X3\": \"-47\", \"X4\": \"47\", \"X5\": \"132\", \"X6\": \"195\", \"X7\": \"204\", \"X8\": \"175\", \"X9\": \"110\", \"X10\": \"49\", \"X11\": \"-6\", \"X12\": \"-58\", \"X13\": \"-93\", \"X14\": \"-108\", \"X15\": \"-101\", \"X16\": \"-86\", \"y\": \"0\"}, {\"X1\": \"-102\", \"X2\": \"-63\", \"X3\": \"-9\", \"X4\": \"47\", \"X5\": \"124\", \"X6\": \"183\", \"X7\": 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\"-116\", \"y\": \"0\"}, {\"X1\": \"-16\", \"X2\": \"-4\", \"X3\": \"9\", \"X4\": \"32\", \"X5\": \"60\", \"X6\": \"94\", \"X7\": \"127\", \"X8\": \"121\", \"X9\": \"61\", \"X10\": \"33\", \"X11\": \"28\", \"X12\": \"-20\", \"X13\": \"-52\", \"X14\": \"-37\", \"X15\": \"-16\", \"X16\": \"22\", \"y\": \"0\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e6721c1a81c4ff9fe8999b2bc8273217f8e03ff8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:49:02.393376+00:00", + "ended_at": "2026-05-04T09:49:24.681044+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_28215bd17de285db", + "problem_id": "v2p_n6_7657c153c6020219", + "dataset_id": "n6", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X7.", + "bindings": { + "measure_col": "X7", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_28215bd17de285db.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_28215bd17de285db", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 514, + "total_tokens": 23331, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 301, + "estimated_total_tokens": 3027, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22242.22, + "sql_execution_elapsed_ms_total": 9.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_28215bd17de285db\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d7bd247f32573721240d9fe24ea21a35da4ee31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:49:24.662239+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22242.22, "started_at": "2026-05-04T09:49:02.396252+00:00", "ended_at": "2026-05-04T09:49:24.638772+00:00", "prompt_metrics": {"chars": 8684, "bytes_utf8": 8684, "lines": 298, "estimated_tokens": 2726}, "response_metrics": {"chars": 894, "bytes_utf8": 894, "lines": 1, "estimated_tokens": 301}, "usage": {"input_tokens": 22817, "cached_input_tokens": 21888, "output_tokens": 514}, "stderr_preview": "2026-05-04T09:49:05.955879Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:49:08.370080Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0\\n AND ((CAST(\\\"n6\\\".\\\"X7\\\" AS REAL) - \\\"stats\\\".\\\"mean_x7\\\") * (CAST(\\\"n6\\\".\\\"X7\\\" AS REAL) - \\\"stats\\\".\\\"mean_x7\\\")) > (2.0 * 2.0 * \\\"stats\\\".\\\"var_x7\\\")\\nORDER BY CAST(\\\"n6\\\".\\\"X7\\\" AS REAL) DESC;\",\"notes\":\"Applied the requested template to measure_col=\\\"X7\\\" using a SQLite-compatible rewrite of z-score filtering. Because SQLite does not support STDDEV, the query uses variance via AVG(x*x) - AVG(x)^2 and checks the equivalent condition ABS(z_score) > 2.0 by comparing squared deviations.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1f1599aa15c027c0a0401953d6b56885555691f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_28215bd17de285db/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_28215bd17de285db", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 514, + "total_tokens": 23331, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 301, + "estimated_total_tokens": 3027, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22242.22, + "sql_execution_elapsed_ms_total": 9.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_28215bd17de285db\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f6d510bc2aa6ea4f67d31f6eddd159475cdc2b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8697, "bytes_utf8": 8697, "lines": 304, "estimated_tokens": 2719}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22808, "cached_input_tokens": 21888, "output_tokens": 226}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3a9c1f111366da6737e4ba48245e40db8e4a4c7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_299c345161cab890", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 226, + "total_tokens": 23034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2824, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12996.51, + "sql_execution_elapsed_ms_total": 4.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_299c345161cab890\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8abe8419dc63b38fdbd99c2695123c4c0c44859b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:28:06.827907+00:00", + "ended_at": "2026-05-04T09:28:19.821451+00:00", + "elapsed_ms": 12996.51, + "prompt_metrics": { + "chars": 8697, + "bytes_utf8": 8697, + "lines": 304, + "estimated_tokens": 2719 + }, + "stdout_metrics": { + "chars": 693, + "bytes_utf8": 693, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13237 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 363, + "bytes_utf8": 363, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 226 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8d942cd7ccd9eadd44ee15b38df9272f3b084ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "predicate_col": "X10", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3480ef1e8e2321c2126708532a776704b3364bfa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df250-fc37-7f21-a8fe-1e6e0c510a46"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X10\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the provided template with group_col=\\\"y\\\" and measure_col=\\\"X10\\\". CAST was added because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":21888,"output_tokens":226}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..272e4c2475f1d9d59faef06588b721fc6481d901 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X10\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Used the provided template with group_col=\"y\" and measure_col=\"X10\". CAST was added because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45c0038be9d659d71eb5d0e4e164ae96c2666b4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:28:07.032027Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:28:09.438011Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:28:18.904994Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c06478d9f12caab1419ffef0f8321e961930e40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X10. +Result preview: [{"y": "0", "total_measure": 43052.0}, {"y": "1", "total_measure": 12424.0}, {"y": "3", "total_measure": 6117.0}, {"y": "2", "total_measure": 2490.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0034f95960269c5e10789f67886e9472b436a589 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_299c345161cab890 +-- problem_id: v2p_n6_e990caffb9246c70 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X10" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04e14224897b357466cdda6c10b816c0828b3b17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X10\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X10\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 43052.0}, {\"y\": \"1\", \"total_measure\": 12424.0}, {\"y\": \"3\", \"total_measure\": 6117.0}, {\"y\": \"2\", \"total_measure\": 2490.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0d36b0fe5992ba7ce730e8cc3c250dca06a13e00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:28:06.825054+00:00", + "ended_at": "2026-05-04T09:28:19.857178+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_299c345161cab890", + "problem_id": "v2p_n6_e990caffb9246c70", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "predicate_col": "X10", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_299c345161cab890.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_299c345161cab890", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 226, + "total_tokens": 23034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2824, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12996.51, + "sql_execution_elapsed_ms_total": 4.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_299c345161cab890\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..585e6249da597d88198d1952c39923587ad43a61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:28:19.843669+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12996.51, "started_at": "2026-05-04T09:28:06.827907+00:00", "ended_at": "2026-05-04T09:28:19.821451+00:00", "prompt_metrics": {"chars": 8697, "bytes_utf8": 8697, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22808, "cached_input_tokens": 21888, "output_tokens": 226}, "stderr_preview": "2026-05-04T09:28:07.032027Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:28:09.438011Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the provided template with group_col=\\\"y\\\" and measure_col=\\\"X10\\\". CAST was added because the schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4a740566a0fb17d13e8508290052f4213c181c44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_299c345161cab890/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_299c345161cab890", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 226, + "total_tokens": 23034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2824, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12996.51, + "sql_execution_elapsed_ms_total": 4.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_299c345161cab890\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_29bac650379eecf6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_29bac650379eecf6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b9630a06408afbdb8d024bc1cb33d7a6a234605 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_29bac650379eecf6/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X10": "1", "support": 298, "avg_response": -1.2315436241610738}, {"X10": "-2", "support": 286, "avg_response": -1.0174825174825175}, {"X10": "-1", "support": 286, "avg_response": -1.0944055944055944}, {"X10": "2", "support": 276, "avg_response": -0.09420289855072464}, {"X10": "-3", "support": 264, "avg_response": -1.9015151515151516}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_29bac650379eecf6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_29bac650379eecf6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8fe8d33867705e1a277ac578370749ca3b5acb35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_29bac650379eecf6/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_29bac650379eecf6 +-- problem_id: v2p_n6_d9c84a11a4c822e5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X10", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_29bac650379eecf6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_29bac650379eecf6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2488ec93be6e8928d86c0c42baa13e3059151e28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_29bac650379eecf6/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_29bac650379eecf6\n-- problem_id: v2p_n6_d9c84a11a4c822e5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X10\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X10\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_29bac650379eecf6\\n-- problem_id: v2p_n6_d9c84a11a4c822e5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X10\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X10\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X10\", \"support\", \"avg_response\"], \"rows\": [{\"X10\": \"1\", \"support\": 298, \"avg_response\": -1.2315436241610738}, {\"X10\": \"-2\", \"support\": 286, \"avg_response\": -1.0174825174825175}, {\"X10\": \"-1\", \"support\": 286, \"avg_response\": -1.0944055944055944}, {\"X10\": \"2\", \"support\": 276, \"avg_response\": -0.09420289855072464}, {\"X10\": \"-3\", \"support\": 264, \"avg_response\": -1.9015151515151516}, {\"X10\": \"3\", \"support\": 257, \"avg_response\": 0.11673151750972763}, {\"X10\": \"5\", \"support\": 254, \"avg_response\": -0.594488188976378}, {\"X10\": \"4\", \"support\": 251, \"avg_response\": -0.6733067729083665}, {\"X10\": \"-4\", \"support\": 251, \"avg_response\": -1.2828685258964143}, {\"X10\": \"6\", \"support\": 231, \"avg_response\": -0.17316017316017315}, {\"X10\": \"-5\", \"support\": 228, \"avg_response\": -4.4868421052631575}, {\"X10\": \"7\", \"support\": 225, \"avg_response\": 0.72}, {\"X10\": \"0\", \"support\": 214, \"avg_response\": -0.2803738317757009}, {\"X10\": \"8\", \"support\": 205, \"avg_response\": 2.375609756097561}, {\"X10\": \"-6\", \"support\": 188, \"avg_response\": -1.2553191489361701}, {\"X10\": \"-7\", \"support\": 184, \"avg_response\": -1.2282608695652173}, {\"X10\": \"-8\", \"support\": 176, \"avg_response\": -4.653409090909091}, {\"X10\": \"-9\", \"support\": 151, \"avg_response\": -4.132450331125828}, {\"X10\": \"9\", \"support\": 137, \"avg_response\": 3.372262773722628}, {\"X10\": \"10\", \"support\": 137, \"avg_response\": 2.678832116788321}, {\"X10\": \"12\", \"support\": 127, \"avg_response\": 3.5354330708661417}, {\"X10\": \"11\", \"support\": 127, \"avg_response\": 1.7401574803149606}, {\"X10\": \"13\", \"support\": 123, \"avg_response\": 2.7154471544715446}, {\"X10\": \"-12\", \"support\": 113, \"avg_response\": -8.026548672566372}, {\"X10\": \"-10\", \"support\": 110, \"avg_response\": -1.7727272727272727}, {\"X10\": \"-13\", \"support\": 97, \"avg_response\": -5.144329896907217}, {\"X10\": \"-11\", \"support\": 97, \"avg_response\": -6.412371134020619}, {\"X10\": \"14\", \"support\": 93, \"avg_response\": 4.0}, {\"X10\": \"-14\", \"support\": 80, \"avg_response\": -6.075}, {\"X10\": \"16\", \"support\": 63, \"avg_response\": 2.873015873015873}, {\"X10\": \"17\", \"support\": 62, \"avg_response\": 6.387096774193548}, {\"X10\": \"-16\", \"support\": 60, \"avg_response\": -9.1}, {\"X10\": \"18\", \"support\": 54, \"avg_response\": 1.9444444444444444}, {\"X10\": \"23\", \"support\": 54, \"avg_response\": -1.7592592592592593}, {\"X10\": \"15\", \"support\": 52, \"avg_response\": 0.36538461538461536}, {\"X10\": \"-17\", \"support\": 51, \"avg_response\": -4.627450980392157}, {\"X10\": \"-15\", \"support\": 50, \"avg_response\": -9.46}, {\"X10\": \"19\", \"support\": 46, \"avg_response\": -3.891304347826087}, {\"X10\": \"20\", \"support\": 42, \"avg_response\": 2.9523809523809526}, {\"X10\": \"-18\", \"support\": 42, \"avg_response\": -21.5}, {\"X10\": \"22\", \"support\": 40, \"avg_response\": 3.525}, {\"X10\": \"24\", \"support\": 39, \"avg_response\": 8.512820512820513}, {\"X10\": \"-22\", \"support\": 35, \"avg_response\": -2.942857142857143}, {\"X10\": \"-19\", \"support\": 35, \"avg_response\": -5.171428571428572}, {\"X10\": \"21\", \"support\": 33, \"avg_response\": 1.878787878787879}, {\"X10\": \"27\", \"support\": 33, \"avg_response\": -1.0303030303030303}, {\"X10\": \"25\", \"support\": 31, \"avg_response\": 9.548387096774194}, {\"X10\": \"-25\", \"support\": 31, \"avg_response\": -4.838709677419355}, {\"X10\": \"-20\", \"support\": 29, \"avg_response\": -5.379310344827586}, {\"X10\": \"26\", \"support\": 28, \"avg_response\": -5.178571428571429}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_29bac650379eecf6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_29bac650379eecf6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..00d68298917f2e5ad7d495e5573b689ec1d2f50a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_29bac650379eecf6/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.354919+00:00", + "ended_at": "2026-05-04T09:50:30.366200+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_29bac650379eecf6", + "problem_id": "v2p_n6_d9c84a11a4c822e5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X10.", + "bindings": { + "key_col": "X10", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=35", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 35, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_29bac650379eecf6.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_29bac650379eecf6/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_29bac650379eecf6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_29bac650379eecf6/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1be22e92dda575ccf682fee55810c2103e08f4c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8611, "bytes_utf8": 8611, "lines": 302, "estimated_tokens": 2690}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22779, "cached_input_tokens": 21888, "output_tokens": 157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0e24ec4029bb8d32b5553a326b38264cbcd57575 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_2b68534ce2cd3610", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12056.6, + "sql_execution_elapsed_ms_total": 3.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_2b68534ce2cd3610\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca8a07d1d2386d985b987661a347f9b24c2f5370 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:22:35.442367+00:00", + "ended_at": "2026-05-04T09:22:47.498909+00:00", + "elapsed_ms": 12056.6, + "prompt_metrics": { + "chars": 8611, + "bytes_utf8": 8611, + "lines": 302, + "estimated_tokens": 2690 + }, + "stdout_metrics": { + "chars": 751, + "bytes_utf8": 751, + "lines": 4, + "estimated_tokens": 221 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13199 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 421, + "bytes_utf8": 421, + "lines": 1, + "estimated_tokens": 113 + }, + "usage": { + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 157 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f292ad2a1938ec10d9055e695485b29a2d37449 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db0bc8fcc401a3d4f2ec1d6ac677c9f0a08d8051 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-ee6a-70a2-8048-a80beaee84f5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X5\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the requested template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X5\\\". CAST(\\\"X5\\\" AS REAL) is used because the schema stores feature columns as TEXT, while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22779,"cached_input_tokens":21888,"output_tokens":157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e87399f09d8aa29412540d38505b09d88bb8d808 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X5\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the requested template with group_col bound to \"y\" and predicate_col bound to \"X5\". CAST(\"X5\" AS REAL) is used because the schema stores feature columns as TEXT, while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5849e14ded1cc9637edf01b26ac7b1316aba4b3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:36.233622Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:38.699008Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:46.906265Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..730e13bf234b741ccafcc8554a5eaf2f56d73e11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y. +Result preview: [{"y": "0", "support": 754}, {"y": "1", "support": 648}, {"y": "3", "support": 409}, {"y": "2", "support": 287}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3b505be1a867b263b92bce78f63679cc866f3564 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_2b68534ce2cd3610 +-- problem_id: v2p_n6_c84219cbfdc5aca4 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X5" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26f2c7cc15bcfd14fe99b7b28aee32dd76b360f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X5\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X5\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 754}, {\"y\": \"1\", \"support\": 648}, {\"y\": \"3\", \"support\": 409}, {\"y\": \"2\", \"support\": 287}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ca29df4278417be6c18c1697e4787b1359f018cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:22:35.436940+00:00", + "ended_at": "2026-05-04T09:22:47.531271+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_2b68534ce2cd3610", + "problem_id": "v2p_n6_c84219cbfdc5aca4", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_2b68534ce2cd3610.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_2b68534ce2cd3610", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12056.6, + "sql_execution_elapsed_ms_total": 3.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_2b68534ce2cd3610\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1531531ee75b35c34e758002f02056cd91812805 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:47.519213+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12056.6, "started_at": "2026-05-04T09:22:35.442367+00:00", "ended_at": "2026-05-04T09:22:47.498909+00:00", "prompt_metrics": {"chars": 8611, "bytes_utf8": 8611, "lines": 302, "estimated_tokens": 2690}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22779, "cached_input_tokens": 21888, "output_tokens": 157}, "stderr_preview": "2026-05-04T09:22:36.233622Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:38.699008Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the requested template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X5\\\". CAST(\\\"X5\\\" AS REAL) is used because the schema stores feature columns as TEXT, while the predicate value is numeric.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..593de4bd62ef01fd48dd90b9c0aa700a56ec8270 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_2b68534ce2cd3610/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_2b68534ce2cd3610", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12056.6, + "sql_execution_elapsed_ms_total": 3.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_2b68534ce2cd3610\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71ea3ae4633f29aced9596cc5b0d679ed83af1bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2719}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 22808, "cached_input_tokens": 19840, "output_tokens": 179}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b2e4dde34ce5de7ad211b6b997b71898e0c01dc7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3113a44af0c5bc71", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 179, + "total_tokens": 22987, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 137, + "estimated_total_tokens": 2856, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14870.1, + "sql_execution_elapsed_ms_total": 3.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_3113a44af0c5bc71\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2cca843e4fa4acf2b1c0e25f6f7e03c85880d518 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:30:07.702759+00:00", + "ended_at": "2026-05-04T09:30:22.570214+00:00", + "elapsed_ms": 14870.1, + "prompt_metrics": { + "chars": 8695, + "bytes_utf8": 8695, + "lines": 304, + "estimated_tokens": 2719 + }, + "stdout_metrics": { + "chars": 832, + "bytes_utf8": 832, + "lines": 4, + "estimated_tokens": 251 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 494, + "bytes_utf8": 494, + "lines": 1, + "estimated_tokens": 137 + }, + "usage": { + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 179 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ad1af44065ae240e049bc9688d68d1be0f03b13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X15.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "predicate_col": "X11", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b90f2553334fe934c240e13cb1f6f28d5b13a664 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df252-d45e-7392-a3fe-9e43219b099e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X15\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X11\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the required Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X15\\\", predicate_col=\\\"X11\\\", predicate_op=\\\">=\\\", predicate_value=5.0, and top_k=13. Casted TEXT feature columns to REAL for SQLite-compatible numeric filtering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":19840,"output_tokens":179}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..194ba4fbe81dc902167aa5721c9315d951840a5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X15\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X11\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the required Top-k Group Sum with Filter template with group_col=\"y\", measure_col=\"X15\", predicate_col=\"X11\", predicate_op=\">=\", predicate_value=5.0, and top_k=13. Casted TEXT feature columns to REAL for SQLite-compatible numeric filtering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bbd6bc3887b04b01d74bf77a65013476b8e1f40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:30:07.924847Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:30:10.240946Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:21.911078Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9016385a2365b186377f5c13f4499382cc074c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X15. +Result preview: [{"y": "1", "total_measure": 5793.0}, {"y": "0", "total_measure": 5039.0}, {"y": "3", "total_measure": 2822.0}, {"y": "2", "total_measure": 852.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ef6a2a8ba15b0c3311bde6d29531841868691a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_3113a44af0c5bc71 +-- problem_id: v2p_n6_af3ab53ad018cacc +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X15" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X11" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f8d08335ca80620a974c3f2a1143b9c912e51fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X15\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X11\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X15\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X11\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 5793.0}, {\"y\": \"0\", \"total_measure\": 5039.0}, {\"y\": \"3\", \"total_measure\": 2822.0}, {\"y\": \"2\", \"total_measure\": 852.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c1047b8f342586467812323e2223435edb1755f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:30:07.699581+00:00", + "ended_at": "2026-05-04T09:30:22.611633+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_3113a44af0c5bc71", + "problem_id": "v2p_n6_af3ab53ad018cacc", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X15.", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "predicate_col": "X11", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_3113a44af0c5bc71.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3113a44af0c5bc71", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 179, + "total_tokens": 22987, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 137, + "estimated_total_tokens": 2856, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14870.1, + "sql_execution_elapsed_ms_total": 3.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_3113a44af0c5bc71\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44d63f933ff8f3aefbc8a61fed16881523ed7d56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:30:22.600150+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14870.1, "started_at": "2026-05-04T09:30:07.702759+00:00", "ended_at": "2026-05-04T09:30:22.570214+00:00", "prompt_metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 22808, "cached_input_tokens": 19840, "output_tokens": 179}, "stderr_preview": "2026-05-04T09:30:07.924847Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:30:10.240946Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the required Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X15\\\", predicate_col=\\\"X11\\\", predicate_op=\\\">=\\\", predicate_value=5.0, and top_k=13. Casted TEXT feature columns to REAL for SQLite-compatible numeric filtering and aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a952812b5fe6e729a33cb49d2d270a13f05823d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3113a44af0c5bc71/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3113a44af0c5bc71", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 179, + "total_tokens": 22987, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 137, + "estimated_total_tokens": 2856, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14870.1, + "sql_execution_elapsed_ms_total": 3.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_3113a44af0c5bc71\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bc006957ef383dddd402afc8277f2801259b3b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8600, "bytes_utf8": 8600, "lines": 300, "estimated_tokens": 2676}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 854, "bytes_utf8": 854, "lines": 1, "estimated_tokens": 270}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 351}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 9422, "bytes_utf8": 9422, "lines": 304, "estimated_tokens": 2934}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 842, "bytes_utf8": 842, "lines": 1, "estimated_tokens": 276}, "usage": {"input_tokens": 23025, "cached_input_tokens": 21888, "output_tokens": 491}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a2f38daf5a7afd37c9c8fa986f66e744730b35a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_315998ce186533ef", + "api_calls": 0, + "input_tokens": 45792, + "cached_input_tokens": 43776, + "output_tokens": 842, + "total_tokens": 46634, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5610, + "estimated_output_tokens": 546, + "estimated_total_tokens": 6156, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35035.77, + "sql_execution_elapsed_ms_total": 28.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_315998ce186533ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cba25d5fe9d31c7058ff05616571106f688a7bcb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:35:31.651626+00:00", + "ended_at": "2026-05-04T09:35:49.194892+00:00", + "elapsed_ms": 17543.38, + "prompt_metrics": { + "chars": 8600, + "bytes_utf8": 8600, + "lines": 300, + "estimated_tokens": 2676 + }, + "stdout_metrics": { + "chars": 1290, + "bytes_utf8": 1290, + "lines": 4, + "estimated_tokens": 438 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13236 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 854, + "bytes_utf8": 854, + "lines": 1, + "estimated_tokens": 270 + }, + "usage": { + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 351 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_attempt_2.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b62d476bbe9f48c144becf55e161664d35ae513 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:35:49.218677+00:00", + "ended_at": "2026-05-04T09:36:06.702377+00:00", + "elapsed_ms": 17492.39, + "prompt_metrics": { + "chars": 9422, + "bytes_utf8": 9422, + "lines": 304, + "estimated_tokens": 2934 + }, + "stdout_metrics": { + "chars": 1273, + "bytes_utf8": 1273, + "lines": 4, + "estimated_tokens": 446 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13258 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 842, + "bytes_utf8": 842, + "lines": 1, + "estimated_tokens": 276 + }, + "usage": { + "input_tokens": 23025, + "cached_input_tokens": 21888, + "output_tokens": 491 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e54dd2f72ecad9eaadd0b9e2d8d7801b1bcc754c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7bb03e296359f73aed3f14a4ad443578724ee50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X2\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X2\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X2\" IS NOT NULL AND TRIM(\"X2\") <> ''\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..018d9a1112a5e5e02b57e98066a6e5c24ce7af7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df257-c5e3-74d3-9668-128ebb377f19"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X2\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X2\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X2\\\" IS NOT NULL AND TRIM(\\\"X2\\\") <> ''\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per group on \\\"y\\\" for numeric values from \\\"X2\\\" cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":351}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71d6a6969eacec485ba317bc146f3e54db68da20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X2\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X2\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X2\" IS NOT NULL AND TRIM(\"X2\") <> ''\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per group on \"y\" for numeric values from \"X2\" cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebf913465167cb9ed5b4201ec368ffd46a8828e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df258-0a83-7b53-aa2a-e619a08c8b9a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X2\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X2\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X2\\\" IS NOT NULL AND TRIM(\\\"X2\\\") <> ''\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((95 * \\\"cnt\\\") + 99) / 100 AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL with SQLite-safe integer arithmetic for the 95th-percentile rank: ceil(0.95 * cnt) = ((95 * cnt) + 99) / 100.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23025,"cached_input_tokens":21888,"output_tokens":491}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e96bbbc549ad3ca7efc6bcb10ade32b3af33098 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X2\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X2\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X2\" IS NOT NULL AND TRIM(\"X2\") <> ''\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n ((95 * \"cnt\") + 99) / 100 AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL with SQLite-safe integer arithmetic for the 95th-percentile rank: ceil(0.95 * cnt) = ((95 * cnt) + 99) / 100."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14eb66a1a28267249fda0321d09295f5a69b131c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:35:31.910163Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:35:34.300714Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:35:48.291617Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..39480721896a6b6cd5892e4a2226360aff5a6f78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:35:49.436152Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:35:51.784958Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:36:05.902252Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0f6f6df04dd0ee1e3f6a23cc8ede7be094f4289 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X2. +Result preview: [{"y": "0", "percentile_measure": 95.0}, {"y": "1", "percentile_measure": 25.0}, {"y": "3", "percentile_measure": 15.0}, {"y": "2", "percentile_measure": 11.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..43f6ed1b4b841d4c2d6aed500b255c24e881e7c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_315998ce186533ef +-- problem_id: v2p_n6_82dda1d51c271b48 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X2" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X2" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X2" IS NOT NULL AND TRIM("X2") <> '' +), +"target_rows" AS ( + SELECT + "y", + "measure_value", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "target_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a0329c04e3717bc16775cb1e522ed754bc1cecee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X2\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X2\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X2\" IS NOT NULL AND TRIM(\"X2\") <> ''\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n ((95 * \"cnt\") + 99) / 100 AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X2\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X2\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X2\\\" IS NOT NULL AND TRIM(\\\"X2\\\") <> ''\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((95 * \\\"cnt\\\") + 99) / 100 AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 95.0}, {\"y\": \"1\", \"percentile_measure\": 25.0}, {\"y\": \"3\", \"percentile_measure\": 15.0}, {\"y\": \"2\", \"percentile_measure\": 11.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6153ea02bbb06bf8da041ec6e40fe0d824820372 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:35:31.647650+00:00", + "ended_at": "2026-05-04T09:36:06.768187+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_315998ce186533ef", + "problem_id": "v2p_n6_82dda1d51c271b48", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X2.", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_315998ce186533ef.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_315998ce186533ef", + "api_calls": 0, + "input_tokens": 45792, + "cached_input_tokens": 43776, + "output_tokens": 842, + "total_tokens": 46634, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5610, + "estimated_output_tokens": 546, + "estimated_total_tokens": 6156, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35035.77, + "sql_execution_elapsed_ms_total": 28.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_315998ce186533ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14619677687060e41195c2b805bac4e7cfc85fab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:35:49.215612+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17543.38, "started_at": "2026-05-04T09:35:31.651626+00:00", "ended_at": "2026-05-04T09:35:49.194892+00:00", "prompt_metrics": {"chars": 8600, "bytes_utf8": 8600, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 854, "bytes_utf8": 854, "lines": 1, "estimated_tokens": 270}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 351}, "stderr_preview": "2026-05-04T09:35:31.910163Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:35:34.300714Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per group on \\\"y\\\" for numeric values from \\\"X2\\\" cast from TEXT to REAL.\"}"} +{"timestamp": "2026-05-04T09:35:49.216634+00:00", "event_type": "sqlite_query_error", "engine": "v2-cli:codex", "attempt": 1, "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X2\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X2\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X2\" IS NOT NULL AND TRIM(\"X2\") <> ''\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "error": "no such function: CEIL"} +{"timestamp": "2026-05-04T09:36:06.731510+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17492.39, "started_at": "2026-05-04T09:35:49.218677+00:00", "ended_at": "2026-05-04T09:36:06.702377+00:00", "prompt_metrics": {"chars": 9422, "bytes_utf8": 9422, "lines": 304, "estimated_tokens": 2934}, "response_metrics": {"chars": 842, "bytes_utf8": 842, "lines": 1, "estimated_tokens": 276}, "usage": {"input_tokens": 23025, "cached_input_tokens": 21888, "output_tokens": 491}, "stderr_preview": "2026-05-04T09:35:49.436152Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:35:51.784958Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((95 * \\\"cnt\\\") + 99) / 100 AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL with SQLite-safe integer arithmetic for the 95th-percentile rank: ceil(0.95 * cnt) = ((95 * cnt) + 99) / 100.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..af9fd9bf579ddf44aa01c41e1b49311f7b22e357 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_315998ce186533ef/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_315998ce186533ef", + "api_calls": 0, + "input_tokens": 45792, + "cached_input_tokens": 43776, + "output_tokens": 842, + "total_tokens": 46634, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5610, + "estimated_output_tokens": 546, + "estimated_total_tokens": 6156, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35035.77, + "sql_execution_elapsed_ms_total": 28.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_315998ce186533ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27e86bbb5d34f47f24a291c8bbebc3a76d0ad962 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8697, "bytes_utf8": 8697, "lines": 304, "estimated_tokens": 2719}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22808, "cached_input_tokens": 21888, "output_tokens": 141}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0e80355810ec3bc8d172560c02b6d61666fca485 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_32337d2bccc3f336", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 141, + "total_tokens": 22949, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14742.46, + "sql_execution_elapsed_ms_total": 3.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_32337d2bccc3f336\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..89707e75afd8bace04e9316156cf61edb1516a10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:29:52.912940+00:00", + "ended_at": "2026-05-04T09:30:07.652486+00:00", + "elapsed_ms": 14742.46, + "prompt_metrics": { + "chars": 8697, + "bytes_utf8": 8697, + "lines": 304, + "estimated_tokens": 2719 + }, + "stdout_metrics": { + "chars": 752, + "bytes_utf8": 752, + "lines": 4, + "estimated_tokens": 243 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13232 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 414, + "bytes_utf8": 414, + "lines": 1, + "estimated_tokens": 125 + }, + "usage": { + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 141 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b316f1b04edb7b1474201be337e85d07ec6dbd0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "predicate_col": "X14", + "predicate_op": ">=", + "predicate_value": 9.0, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41b08a14441bd2f200f41b7555b21c7e0a6d8cf9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df252-9aa9-7290-8a1c-82c3e5e50ba1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X14\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X14\\\" AS REAL) >= 9.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X14\\\", and predicate on \\\"X14\\\" >= 9.0. Cast \\\"X14\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":21888,"output_tokens":141}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cc6cc67b72af062c830efe8a7e153d21573e703 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X14\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X14\" AS REAL) >= 9.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the provided Top-k Group Sum with Filter template with group_col=\"y\", measure_col=\"X14\", and predicate on \"X14\" >= 9.0. Cast \"X14\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4a6fb14f08a1e43b10d4b3472a5f0ab11cefcfb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:29:53.121812Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:29:55.407952Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:04.904043Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6455dec51bdced6e6be59ac5a622bc69615f97a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X14. +Result preview: [{"y": "0", "total_measure": 40541.0}, {"y": "1", "total_measure": 11879.0}, {"y": "3", "total_measure": 4664.0}, {"y": "2", "total_measure": 3540.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bd4992ab5f2b92eb3cccf6e8ee9d4b05a2e76a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_32337d2bccc3f336 +-- problem_id: v2p_n6_d57b21d177d9258b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X14" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X14" AS REAL) >= 9.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14c02cfc4aa0665e49fbcaf010891a678ced1e1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X14\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X14\" AS REAL) >= 9.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X14\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X14\\\" AS REAL) >= 9.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 40541.0}, {\"y\": \"1\", \"total_measure\": 11879.0}, {\"y\": \"3\", \"total_measure\": 4664.0}, {\"y\": \"2\", \"total_measure\": 3540.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.48}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..be271782b60920a82042af8346c77e077c54ef2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:29:52.910077+00:00", + "ended_at": "2026-05-04T09:30:07.696902+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_32337d2bccc3f336", + "problem_id": "v2p_n6_d57b21d177d9258b", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X14.", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "predicate_col": "X14", + "predicate_op": ">=", + "predicate_value": 9.0, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_32337d2bccc3f336.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_32337d2bccc3f336", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 141, + "total_tokens": 22949, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14742.46, + "sql_execution_elapsed_ms_total": 3.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_32337d2bccc3f336\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9df222096cc3fbf69777d87fd5ba4ef3eb708b5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:30:07.685035+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14742.46, "started_at": "2026-05-04T09:29:52.912940+00:00", "ended_at": "2026-05-04T09:30:07.652486+00:00", "prompt_metrics": {"chars": 8697, "bytes_utf8": 8697, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22808, "cached_input_tokens": 21888, "output_tokens": 141}, "stderr_preview": "2026-05-04T09:29:53.121812Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:29:55.407952Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 9.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X14\\\", and predicate on \\\"X14\\\" >= 9.0. Cast \\\"X14\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f2e8349e07c7d56356579803c0aeabd27bcffefd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_32337d2bccc3f336/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_32337d2bccc3f336", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 141, + "total_tokens": 22949, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14742.46, + "sql_execution_elapsed_ms_total": 3.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_32337d2bccc3f336\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d980c3dc5f1c282f559dd940ccaecc64fba6d14b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X12": "-1", "support": 311, "avg_response": 0.7106109324758842}, {"X12": "-3", "support": 285, "avg_response": 1.6842105263157894}, {"X12": "2", "support": 275, "avg_response": -0.8654545454545455}, {"X12": "-2", "support": 266, "avg_response": -1.1578947368421053}, {"X12": "1", "support": 265, "avg_response": 0.8490566037735849}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..838ff69ead66a72a88108e2231a9c0fc6630f779 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_34f8d22bb09ec319 +-- problem_id: v2p_n6_53480ceb60c268a2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X12", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X12" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c41741185bc60834f3c68a84a564663ead85a5da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_34f8d22bb09ec319\n-- problem_id: v2p_n6_53480ceb60c268a2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X12\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X12\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_34f8d22bb09ec319\\n-- problem_id: v2p_n6_53480ceb60c268a2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X12\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X12\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X12\", \"support\", \"avg_response\"], \"rows\": [{\"X12\": \"-1\", \"support\": 311, \"avg_response\": 0.7106109324758842}, {\"X12\": \"-3\", \"support\": 285, \"avg_response\": 1.6842105263157894}, {\"X12\": \"2\", \"support\": 275, \"avg_response\": -0.8654545454545455}, {\"X12\": \"-2\", \"support\": 266, \"avg_response\": -1.1578947368421053}, {\"X12\": \"1\", \"support\": 265, \"avg_response\": 0.8490566037735849}, {\"X12\": \"4\", \"support\": 258, \"avg_response\": 1.6046511627906976}, {\"X12\": \"-4\", \"support\": 244, \"avg_response\": 0.9795081967213115}, {\"X12\": \"-6\", \"support\": 229, \"avg_response\": 1.834061135371179}, {\"X12\": \"3\", \"support\": 227, \"avg_response\": 0.7004405286343612}, {\"X12\": \"0\", \"support\": 217, \"avg_response\": 1.5161290322580645}, {\"X12\": \"-5\", \"support\": 215, \"avg_response\": -0.5348837209302325}, {\"X12\": \"6\", \"support\": 208, \"avg_response\": 1.5}, {\"X12\": \"5\", \"support\": 207, \"avg_response\": 2.2657004830917873}, {\"X12\": \"-8\", \"support\": 195, \"avg_response\": -1.1128205128205129}, {\"X12\": \"-7\", \"support\": 191, \"avg_response\": 1.7643979057591623}, {\"X12\": \"7\", \"support\": 171, \"avg_response\": 5.157894736842105}, {\"X12\": \"-9\", \"support\": 161, \"avg_response\": 3.1925465838509317}, {\"X12\": \"8\", \"support\": 161, \"avg_response\": 2.652173913043478}, {\"X12\": \"9\", \"support\": 145, \"avg_response\": 1.6275862068965516}, {\"X12\": \"-11\", \"support\": 135, \"avg_response\": 1.1185185185185185}, {\"X12\": \"-10\", \"support\": 119, \"avg_response\": -1.3865546218487395}, {\"X12\": \"10\", \"support\": 115, \"avg_response\": 6.113043478260869}, {\"X12\": \"-12\", \"support\": 99, \"avg_response\": -1.1515151515151516}, {\"X12\": \"-13\", \"support\": 96, \"avg_response\": 0.6875}, {\"X12\": \"11\", \"support\": 93, \"avg_response\": 4.516129032258065}, {\"X12\": \"13\", \"support\": 92, \"avg_response\": -0.9891304347826086}, {\"X12\": \"12\", \"support\": 81, \"avg_response\": 1.3209876543209877}, {\"X12\": \"-14\", \"support\": 81, \"avg_response\": 0.037037037037037035}, {\"X12\": \"-16\", \"support\": 80, \"avg_response\": -0.05}, {\"X12\": \"-17\", \"support\": 64, \"avg_response\": 4.53125}, {\"X12\": \"16\", \"support\": 62, \"avg_response\": 8.82258064516129}, {\"X12\": \"14\", \"support\": 61, \"avg_response\": 1.5901639344262295}, {\"X12\": \"-20\", \"support\": 60, \"avg_response\": -11.933333333333334}, {\"X12\": \"17\", \"support\": 57, \"avg_response\": 6.666666666666667}, {\"X12\": \"-15\", \"support\": 56, \"avg_response\": -2.0}, {\"X12\": \"-18\", \"support\": 51, \"avg_response\": 2.019607843137255}, {\"X12\": \"-19\", \"support\": 51, \"avg_response\": -4.215686274509804}, {\"X12\": \"-22\", \"support\": 45, \"avg_response\": 2.577777777777778}, {\"X12\": \"19\", \"support\": 43, \"avg_response\": 6.116279069767442}, {\"X12\": \"-23\", \"support\": 43, \"avg_response\": -1.6046511627906976}, {\"X12\": \"-25\", \"support\": 41, \"avg_response\": -2.6341463414634148}, {\"X12\": \"15\", \"support\": 40, \"avg_response\": 1.55}, {\"X12\": \"-24\", \"support\": 39, \"avg_response\": -1.435897435897436}, {\"X12\": \"-21\", \"support\": 39, \"avg_response\": -3.948717948717949}, {\"X12\": \"20\", \"support\": 39, \"avg_response\": -5.384615384615385}, {\"X12\": \"22\", \"support\": 36, \"avg_response\": 9.5}, {\"X12\": \"18\", \"support\": 35, \"avg_response\": 1.3428571428571427}, {\"X12\": \"21\", \"support\": 35, \"avg_response\": -3.0285714285714285}, {\"X12\": \"-26\", \"support\": 35, \"avg_response\": -14.257142857142858}, {\"X12\": \"-30\", \"support\": 31, \"avg_response\": 8.483870967741936}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.88}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..116cc7566990a2a8bf99eafab3a84c7ea36230f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.432176+00:00", + "ended_at": "2026-05-04T09:50:30.441406+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_34f8d22bb09ec319", + "problem_id": "v2p_n6_53480ceb60c268a2", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X12.", + "bindings": { + "key_col": "X12", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=41", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 41, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_34f8d22bb09ec319.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c65753d6df9a6677d771d94e4a5bfafbb7541f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8665, "bytes_utf8": 8665, "lines": 303, "estimated_tokens": 2697}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22788, "cached_input_tokens": 19840, "output_tokens": 146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ac9566ac254afc7feae2a7efaae403869d08fc21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3508fc9a9f2fcecb", + "api_calls": 0, + "input_tokens": 22788, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 22934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2697, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2809, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12994.42, + "sql_execution_elapsed_ms_total": 4.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_3508fc9a9f2fcecb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c114aaf88dfab15faaae8b4588324fd829bab694 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:05:37.377083+00:00", + "ended_at": "2026-05-04T09:05:50.363830+00:00", + "elapsed_ms": 12994.42, + "prompt_metrics": { + "chars": 8665, + "bytes_utf8": 8665, + "lines": 303, + "estimated_tokens": 2697 + }, + "stdout_metrics": { + "chars": 750, + "bytes_utf8": 750, + "lines": 4, + "estimated_tokens": 220 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13235 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 421, + "bytes_utf8": 421, + "lines": 1, + "estimated_tokens": 112 + }, + "usage": { + "input_tokens": 22788, + "cached_input_tokens": 19840, + "output_tokens": 146 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cf33da1cc65516076e83492d99a46a556896258 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf9ce8fc9c7578d587d71aac844813140caf11e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-64ed-77c1-9b42-9db07797e948"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"y\\\" and condition_col=\\\"y\\\". Since \\\"y\\\" is stored as TEXT in the schema snapshot, the condition value is compared as the string literal '1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22788,"cached_input_tokens":19840,"output_tokens":146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a00a3735888f04686298dedc3708c9f95f098fc1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"y\" and condition_col=\"y\". Since \"y\" is stored as TEXT in the schema snapshot, the condition value is compared as the string literal '1'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76c653a31074440c0ccba4c870299dd8eba30a53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:37.582456Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:40.023399Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:49.159109Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..28923ba8a62352da6473c7ed6fecf2694e9301b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y. +Result preview: [{"y": "1", "condition_rate": 1.0}, {"y": "3", "condition_rate": 0.0}, {"y": "2", "condition_rate": 0.0}, {"y": "0", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..70d4b609da0a9e35f02fe7c4b1e14a5d3064f329 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_3508fc9a9f2fcecb +-- problem_id: v2p_n6_bd5a24a1c53bba9d +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25c5764466286f8aa0bfddf605059fd30e2b31d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"y\", \"condition_rate\"], \"rows\": [{\"y\": \"1\", \"condition_rate\": 1.0}, {\"y\": \"3\", \"condition_rate\": 0.0}, {\"y\": \"2\", \"condition_rate\": 0.0}, {\"y\": \"0\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dc12665db376b54413556407c43e4e7dd75c7e4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:05:37.374383+00:00", + "ended_at": "2026-05-04T09:05:50.399854+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_3508fc9a9f2fcecb", + "problem_id": "v2p_n6_bd5a24a1c53bba9d", + "dataset_id": "n6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_3508fc9a9f2fcecb.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3508fc9a9f2fcecb", + "api_calls": 0, + "input_tokens": 22788, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 22934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2697, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2809, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12994.42, + "sql_execution_elapsed_ms_total": 4.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_3508fc9a9f2fcecb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb2f71bb47bdcdd7ba68f884af3dd3eb4d627346 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3508fc9a9f2fcecb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:50.388606+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12994.42, "started_at": "2026-05-04T09:05:37.377083+00:00", "ended_at": "2026-05-04T09:05:50.363830+00:00", "prompt_metrics": {"chars": 8665, "bytes_utf8": 8665, "lines": 303, "estimated_tokens": 2697}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22788, "cached_input_tokens": 19840, "output_tokens": 146}, "stderr_preview": "2026-05-04T09:05:37.582456Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:40.023399Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "predicate_col": "X1", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8dee5697d13ac8e5e2b4666c0867907a8a67db8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-2f99-7c30-8ba5-f43306d509f6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X2\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X1\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the planned template with group_col=\\\"y\\\", measure_col=\\\"X2\\\", and predicate_col=\\\"X1\\\". Cast numeric-text feature columns to REAL for SQLite-compatible filtering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":21888,"output_tokens":156}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..768262bf1205d2f6e7ae50193c756f93cd4e925c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X2\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X1\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the planned template with group_col=\"y\", measure_col=\"X2\", and predicate_col=\"X1\". Cast numeric-text feature columns to REAL for SQLite-compatible filtering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af5edaee5ef776fc9c48f648e04a26116f5f5df0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:31:36.774143Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:39.143184Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:31:48.194561Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..43cf788686290a055bcbe5e1d9c7d66b127297ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2. +Result preview: [{"y": "0", "total_measure": 37836.0}, {"y": "1", "total_measure": 5877.0}, {"y": "3", "total_measure": 1160.0}, {"y": "2", "total_measure": -129.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f01d4a917ead7788920c6b158ac75f81f60e3ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_362daa86e2e63d43 +-- problem_id: v2p_n6_72fec8cae8604f71 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X2" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X1" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89d077666915a9b5f1e2deaa540094f7ea91ae1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X2\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X1\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X2\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X1\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 37836.0}, {\"y\": \"1\", \"total_measure\": 5877.0}, {\"y\": \"3\", \"total_measure\": 1160.0}, {\"y\": \"2\", \"total_measure\": -129.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.01}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f6096338e85132b32329da0bfae25f41ac0a2d33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:31:36.591138+00:00", + "ended_at": "2026-05-04T09:31:49.053134+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_362daa86e2e63d43", + "problem_id": "v2p_n6_72fec8cae8604f71", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2.", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "predicate_col": "X1", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=81" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_362daa86e2e63d43.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_362daa86e2e63d43", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22964, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2832, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12424.12, + "sql_execution_elapsed_ms_total": 3.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_362daa86e2e63d43\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45857e0f1853c49f6062f51f24bf309a7d0a07eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:31:49.041828+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12424.12, "started_at": "2026-05-04T09:31:36.594745+00:00", "ended_at": "2026-05-04T09:31:49.018704+00:00", "prompt_metrics": {"chars": 8694, "bytes_utf8": 8694, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22808, "cached_input_tokens": 21888, "output_tokens": 156}, "stderr_preview": "2026-05-04T09:31:36.774143Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:39.143184Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the planned template with group_col=\\\"y\\\", measure_col=\\\"X2\\\", and predicate_col=\\\"X1\\\". Cast numeric-text feature columns to REAL for SQLite-compatible filtering and aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c26304c637b2168b62eb5cca3dc76142e1f32805 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_362daa86e2e63d43/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_362daa86e2e63d43", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22964, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2832, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12424.12, + "sql_execution_elapsed_ms_total": 3.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_362daa86e2e63d43\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef77ee9d5329db3a24389bfed93a2ec9d1eea220 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8507, "bytes_utf8": 8507, "lines": 300, "estimated_tokens": 2649}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22740, "cached_input_tokens": 19840, "output_tokens": 132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..29914617f61ca6a1288e2c1b118f4c0ce0e4c226 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_374bc8720c665c19", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 132, + "total_tokens": 22872, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2748, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10913.49, + "sql_execution_elapsed_ms_total": 22.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_374bc8720c665c19\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f3e54a77ae28d4fc0406e2b3a14d32a5ad1ab086 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:08:06.076845+00:00", + "ended_at": "2026-05-04T09:08:16.989976+00:00", + "elapsed_ms": 10913.49, + "prompt_metrics": { + "chars": 8507, + "bytes_utf8": 8507, + "lines": 300, + "estimated_tokens": 2649 + }, + "stdout_metrics": { + "chars": 704, + "bytes_utf8": 704, + "lines": 4, + "estimated_tokens": 207 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13170 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 376, + "bytes_utf8": 376, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 132 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b949adea1e19bbdfd20e2cb7333f88995d53c2f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..14c41a884854d972fba07a1166a42b0013294aef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-a9d3-79a1-a88f-494373ec5369"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X16\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X16\\\". CAST(\\\"X16\\\" AS REAL) is necessary because the schema stores X16 as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22740,"cached_input_tokens":19840,"output_tokens":132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e751723805770377360e99e46dd5c7be43bc877 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X16\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"y\" and measure_col=\"X16\". CAST(\"X16\" AS REAL) is necessary because the schema stores X16 as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df31b392b318748ed90489a4861f0925290a5a02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:08:06.303486Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:08:08.744268Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:08:16.197536Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..77a75c274df1baa815d8ea75391035d745d1470c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X16. +Result preview: [{"y": "2", "avg_measure": 0.0355}, {"y": "3", "avg_measure": -0.048}, {"y": "1", "avg_measure": -1.6125}, {"y": "0", "avg_measure": -14.83}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..da4a34d899705021fb6bdd26525fc2f7ffc5fdf0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_374bc8720c665c19 +-- problem_id: v2p_n6_d19088f1d0ccc4f9 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X16" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..451d24c95988a5bf65ec42e344605bd0db616135 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X16\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X16\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"2\", \"avg_measure\": 0.0355}, {\"y\": \"3\", \"avg_measure\": -0.048}, {\"y\": \"1\", \"avg_measure\": -1.6125}, {\"y\": \"0\", \"avg_measure\": -14.83}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.01}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..63d5281d916553517291c208b790efd162624dab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:08:06.073777+00:00", + "ended_at": "2026-05-04T09:08:17.041080+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_374bc8720c665c19", + "problem_id": "v2p_n6_d19088f1d0ccc4f9", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X16.", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_374bc8720c665c19.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_374bc8720c665c19", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 132, + "total_tokens": 22872, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2748, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10913.49, + "sql_execution_elapsed_ms_total": 22.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_374bc8720c665c19\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c6c4e924cec32bf5a69046a5ace165344e8dcd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_374bc8720c665c19/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:08:17.010335+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10913.49, "started_at": "2026-05-04T09:08:06.076845+00:00", "ended_at": "2026-05-04T09:08:16.989976+00:00", "prompt_metrics": {"chars": 8507, "bytes_utf8": 8507, "lines": 300, "estimated_tokens": 2649}, "response_metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22740, "cached_input_tokens": 19840, "output_tokens": 132}, "stderr_preview": "2026-05-04T09:08:06.303486Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:08:08.744268Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..973e7a31236f3ba5b12f2ddaeb19c3be702bf3e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df258-9821-7a62-89a9-bd3eaa141657"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X3\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X3\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X3\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_col\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = ((\\\"cnt\\\" * 9) + 9) / 10\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to return the discrete 90th-percentile point per \\\"y\\\" group for \\\"X3\\\" by selecting the value at rank ceil(0.9 * group_size) after casting \\\"X3\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":667}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c33fdd82f3d412239f7f87cfd0806376a201e1fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X3\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X3\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X3\" IS NOT NULL\n)\nSELECT\n \"y\",\n \"measure_col\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = ((\"cnt\" * 9) + 9) / 10\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions to return the discrete 90th-percentile point per \"y\" group for \"X3\" by selecting the value at rank ceil(0.9 * group_size) after casting \"X3\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72e39b2064cb89205a853be4b238b0c3c6dd1180 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:36:25.719606Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:36:28.085385Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:36:44.994643Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3a06d76f36ff925bbafe0bef3a600cde9746456 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3. +Result preview: [{"y": "0", "percentile_measure": 72.0}, {"y": "1", "percentile_measure": 15.0}, {"y": "3", "percentile_measure": 8.0}, {"y": "2", "percentile_measure": 5.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..10eb78105e6468d173a87d5f6abdf6359aa13e88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_3759def69450c200 +-- problem_id: v2p_n6_6e02c0f802db5fa5 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X3" AS REAL) AS "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X3" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X3" IS NOT NULL +) +SELECT + "y", + "measure_col" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = (("cnt" * 9) + 9) / 10 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c95c9796667acd72f8f9de392f3f6f93d686b6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X3\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X3\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X3\" IS NOT NULL\n)\nSELECT\n \"y\",\n \"measure_col\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = ((\"cnt\" * 9) + 9) / 10\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X3\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X3\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X3\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_col\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = ((\\\"cnt\\\" * 9) + 9) / 10\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 72.0}, {\"y\": \"1\", \"percentile_measure\": 15.0}, {\"y\": \"3\", \"percentile_measure\": 8.0}, {\"y\": \"2\", \"percentile_measure\": 5.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c405546ce2f4388d07c5ea538629f4f341767991 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:36:25.474906+00:00", + "ended_at": "2026-05-04T09:36:45.794367+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_3759def69450c200", + "problem_id": "v2p_n6_6e02c0f802db5fa5", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3.", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_3759def69450c200.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3759def69450c200", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 667, + "total_tokens": 23434, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 247, + "estimated_total_tokens": 2923, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20260.82, + "sql_execution_elapsed_ms_total": 26.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_3759def69450c200\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..320b139edc84ba622174caff6960d9e30153c723 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3759def69450c200/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:36:45.758243+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20260.82, "started_at": "2026-05-04T09:36:25.477393+00:00", "ended_at": "2026-05-04T09:36:45.738388+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 795, "bytes_utf8": 795, "lines": 1, "estimated_tokens": 247}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 667}, "stderr_preview": "2026-05-04T09:36:25.719606Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:36:28.085385Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64cec0241fac1982f9750828c8c8cb1a434ba386 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019df260-7397-77c2-9c39-f240121f9bea"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: tls handshake eof)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X11\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the planned Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X11\\\". CAST(\\\"X11\\\" AS REAL) is used because the SQLite schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22772,"cached_input_tokens":21888,"output_tokens":163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9740a3499a92b36782c59dc2d34e0c9b28a9689 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X11\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X11\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Applied the planned Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X11\". CAST(\"X11\" AS REAL) is used because the SQLite schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2786be05aadf1b2fa664cd2ad00e74778b897970 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,10 @@ +2026-05-04T09:45:00.647835Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:45:05.669257Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: "https://chatgpt.com/backend-api/wham/apps", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: "unexpected EOF during handshake" }) })) +2026-05-04T09:45:05.669540Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T09:45:05.680177Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:45:05.684389Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: stream disconnected before completion: tls handshake eof +2026-05-04T09:45:10.799224Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:45:10.800788Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 198ms)... +2026-05-04T09:45:16.026931Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:45:16.028121Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (2/5 in 376ms)... +2026-05-04T09:45:39.948135Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6f6ba9d85df4cf60b6e5e3d7b620d1981205e78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X11. +Result preview: [{"y": "1", "total_measure": 538.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a282c323607d8b764e5097e433dc05b76a762793 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_37a9b1a81049a06e +-- problem_id: v2p_n6_3d4b368279d9e9ba +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X11" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X11" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd56ea6c5d91f7c7888d330c07251e4970983912 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X11\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X11\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X11\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 538.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.72}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..be99eb591d91232b14ca0e7f307544a436c3f97b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:45:00.411679+00:00", + "ended_at": "2026-05-04T09:45:40.085073+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_37a9b1a81049a06e", + "problem_id": "v2p_n6_3d4b368279d9e9ba", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_37a9b1a81049a06e.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_37a9b1a81049a06e", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 22935, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 39647.53, + "sql_execution_elapsed_ms_total": 4.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_37a9b1a81049a06e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3bfdbbdfca6a2e58ba2f5280a9e82f88f417870 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:45:40.070823+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 39647.53, "started_at": "2026-05-04T09:45:00.414733+00:00", "ended_at": "2026-05-04T09:45:40.061884+00:00", "prompt_metrics": {"chars": 8588, "bytes_utf8": 8588, "lines": 300, "estimated_tokens": 2683}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 163}, "stderr_preview": "2026-05-04T09:45:00.647835Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:45:05.669257Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: \"https://chatgpt.com/backend-api/wham/apps\", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: \"unexpected EOF during handshake\" }) }))\n2026-05-04T09:45:05.669540Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T09:45:05.680177Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses\n2026-05-04T09:45:05.684389Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: stream disconnected", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X11\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the planned Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X11\\\". CAST(\\\"X11\\\" AS REAL) is used because the SQLite schema stores feature values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e83b25dbeff8356517a5a874186898f0ecac35d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37a9b1a81049a06e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_37a9b1a81049a06e", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 22935, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 39647.53, + "sql_execution_elapsed_ms_total": 4.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_37a9b1a81049a06e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37ee741481111da9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37ee741481111da9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cab98f6d363d424c9eddcf5ed5af1c2b5fa22c0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37ee741481111da9/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X15": "-2", "support": 340, "avg_response": 1.5205882352941176}, {"X15": "2", "support": 323, "avg_response": 1.8978328173374612}, {"X15": "-1", "support": 314, "avg_response": 0.6305732484076433}, {"X15": "-3", "support": 302, "avg_response": 0.8278145695364238}, {"X15": "3", "support": 299, "avg_response": 0.8561872909698997}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37ee741481111da9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37ee741481111da9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd53ac2e5d13507139d0a98ac9155be5a6178765 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37ee741481111da9/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_37ee741481111da9 +-- problem_id: v2p_n6_ac58bada9ceb5eb5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X15", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X15" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37ee741481111da9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37ee741481111da9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..186b4d2b6dfabc81137c5e647866a0e2a892e51b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37ee741481111da9/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_37ee741481111da9\n-- problem_id: v2p_n6_ac58bada9ceb5eb5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X15\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X15\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_37ee741481111da9\\n-- problem_id: v2p_n6_ac58bada9ceb5eb5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X15\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X15\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X15\", \"support\", \"avg_response\"], \"rows\": [{\"X15\": \"-2\", \"support\": 340, \"avg_response\": 1.5205882352941176}, {\"X15\": \"2\", \"support\": 323, \"avg_response\": 1.8978328173374612}, {\"X15\": \"-1\", \"support\": 314, \"avg_response\": 0.6305732484076433}, {\"X15\": \"-3\", \"support\": 302, \"avg_response\": 0.8278145695364238}, {\"X15\": \"3\", \"support\": 299, \"avg_response\": 0.8561872909698997}, {\"X15\": \"-4\", \"support\": 294, \"avg_response\": 0.29931972789115646}, {\"X15\": \"-5\", \"support\": 291, \"avg_response\": 1.838487972508591}, {\"X15\": \"1\", \"support\": 287, \"avg_response\": 0.17073170731707318}, {\"X15\": \"0\", \"support\": 285, \"avg_response\": 2.056140350877193}, {\"X15\": \"4\", \"support\": 260, \"avg_response\": 4.365384615384615}, {\"X15\": \"-6\", \"support\": 238, \"avg_response\": -0.1638655462184874}, {\"X15\": \"5\", \"support\": 233, \"avg_response\": 5.437768240343348}, {\"X15\": \"-7\", \"support\": 218, \"avg_response\": 1.2568807339449541}, {\"X15\": \"-8\", \"support\": 210, \"avg_response\": 1.9047619047619047}, {\"X15\": \"7\", \"support\": 183, \"avg_response\": 4.890710382513661}, {\"X15\": \"6\", \"support\": 177, \"avg_response\": 5.661016949152542}, {\"X15\": \"-9\", \"support\": 171, \"avg_response\": -0.8596491228070176}, {\"X15\": \"-10\", \"support\": 170, \"avg_response\": -0.7764705882352941}, {\"X15\": \"8\", \"support\": 144, \"avg_response\": 5.388888888888889}, {\"X15\": \"-12\", \"support\": 127, \"avg_response\": 1.8031496062992125}, {\"X15\": \"-11\", \"support\": 126, \"avg_response\": 0.8015873015873016}, {\"X15\": \"9\", \"support\": 109, \"avg_response\": 8.79816513761468}, {\"X15\": \"10\", \"support\": 91, \"avg_response\": 7.3076923076923075}, {\"X15\": \"-13\", \"support\": 89, \"avg_response\": -5.269662921348314}, {\"X15\": \"11\", \"support\": 84, \"avg_response\": 9.964285714285714}, {\"X15\": \"-14\", \"support\": 80, \"avg_response\": -0.7875}, {\"X15\": \"13\", \"support\": 76, \"avg_response\": 7.723684210526316}, {\"X15\": \"12\", \"support\": 69, \"avg_response\": 6.333333333333333}, {\"X15\": \"16\", \"support\": 65, \"avg_response\": 4.3538461538461535}, {\"X15\": \"-18\", \"support\": 59, \"avg_response\": -5.288135593220339}, {\"X15\": \"-17\", \"support\": 58, \"avg_response\": -3.4827586206896552}, {\"X15\": \"14\", \"support\": 57, \"avg_response\": 17.36842105263158}, {\"X15\": \"-16\", \"support\": 54, \"avg_response\": 2.388888888888889}, {\"X15\": \"-15\", \"support\": 53, \"avg_response\": -1.2641509433962264}, {\"X15\": \"15\", \"support\": 51, \"avg_response\": 4.803921568627451}, {\"X15\": \"18\", \"support\": 51, \"avg_response\": 3.9607843137254903}, {\"X15\": \"17\", \"support\": 41, \"avg_response\": 12.560975609756097}, {\"X15\": \"-19\", \"support\": 41, \"avg_response\": -9.853658536585366}, {\"X15\": \"-21\", \"support\": 37, \"avg_response\": -5.324324324324325}, {\"X15\": \"-23\", \"support\": 37, \"avg_response\": -13.567567567567568}, {\"X15\": \"19\", \"support\": 35, \"avg_response\": 7.428571428571429}, {\"X15\": \"-20\", \"support\": 35, \"avg_response\": -4.9714285714285715}, {\"X15\": \"21\", \"support\": 34, \"avg_response\": 12.352941176470589}, {\"X15\": \"20\", \"support\": 34, \"avg_response\": 6.382352941176471}, {\"X15\": \"-22\", \"support\": 32, \"avg_response\": -17.1875}, {\"X15\": \"23\", \"support\": 31, \"avg_response\": 3.2580645161290325}, {\"X15\": \"22\", \"support\": 28, \"avg_response\": 8.071428571428571}, {\"X15\": \"-24\", \"support\": 27, \"avg_response\": -9.62962962962963}, {\"X15\": \"-25\", \"support\": 22, \"avg_response\": -13.272727272727273}, {\"X15\": \"-26\", \"support\": 20, \"avg_response\": -21.05}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.15}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37ee741481111da9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37ee741481111da9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..722525a049aa35d10a117ee3c26086bdfc38c5b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37ee741481111da9/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.605247+00:00", + "ended_at": "2026-05-04T09:50:30.615243+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_37ee741481111da9", + "problem_id": "v2p_n6_ac58bada9ceb5eb5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X15.", + "bindings": { + "key_col": "X15", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=53", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 53, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_37ee741481111da9.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37ee741481111da9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37ee741481111da9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_37ee741481111da9/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d8c3be79e10a36f48373351a5b2132df450e15c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8871, "bytes_utf8": 8871, "lines": 304, "estimated_tokens": 2779}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 607, "bytes_utf8": 607, "lines": 1, "estimated_tokens": 160}, "usage": {"input_tokens": 22870, "cached_input_tokens": 21888, "output_tokens": 195}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1ff966a1cba78f77999a5425db264548056c8b85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_380197fd32cd5424", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 195, + "total_tokens": 23065, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 160, + "estimated_total_tokens": 2939, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21448.4, + "sql_execution_elapsed_ms_total": 7.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_380197fd32cd5424\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f2c07f5c27b792b43cd4cc454c65f09c16da34b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:12:14.797395+00:00", + "ended_at": "2026-05-04T09:12:36.245369+00:00", + "elapsed_ms": 21448.4, + "prompt_metrics": { + "chars": 8871, + "bytes_utf8": 8871, + "lines": 304, + "estimated_tokens": 2779 + }, + "stdout_metrics": { + "chars": 948, + "bytes_utf8": 948, + "lines": 4, + "estimated_tokens": 276 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13134 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 607, + "bytes_utf8": 607, + "lines": 1, + "estimated_tokens": 160 + }, + "usage": { + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 195 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0787e56993c45ef991991775fb9175688558c0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X16.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X16", + "band_col": "X16", + "band_cut_1": -4.0, + "band_cut_2": 2.0, + "lower_bound": -4.0, + "upper_bound": 2.0, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d06496b5aab5355f538e8afc615af0061eb568dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-755a-7a93-87d9-69d267073a14"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X16\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X16\\\" AS REAL) < 2.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X16\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the provided binned numeric group average template with \\\"X16\\\" bound as both the band and measure column. Since the schema stores values as TEXT, CAST to REAL is required for correct numeric comparison and averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":21888,"output_tokens":195}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85b4c861c0a0c11e5e91b353603ae0912496de7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X16\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X16\" AS REAL) < 2.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X16\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the provided binned numeric group average template with \"X16\" bound as both the band and measure column. Since the schema stores values as TEXT, CAST to REAL is required for correct numeric comparison and averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af73a98b8d2df2dde0574a6a7148c69e427d75d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:12:15.004196Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:12:17.432767Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:12:35.157551Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa7e419cd54a80cc8118ed33b7f26fb3c2f9eec2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X16. +Result preview: [{"band_bucket": "high", "avg_measure": 17.522877984084882}, {"band_bucket": "mid", "avg_measure": -1.3792445631438381}, {"band_bucket": "low", "avg_measure": -34.76258992805755}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d7c6caf261931499fd3c8c8066d2ad92a45fa36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_380197fd32cd5424 +-- problem_id: v2p_n6_ee16c515afd91438 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X16" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X16" AS REAL) < 2.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X16" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27e9c42216fdcc39ea5ea4736c9569f21a9f0737 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X16\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X16\" AS REAL) < 2.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X16\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X16\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X16\\\" AS REAL) < 2.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X16\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 17.522877984084882}, {\"band_bucket\": \"mid\", \"avg_measure\": -1.3792445631438381}, {\"band_bucket\": \"low\", \"avg_measure\": -34.76258992805755}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..76b746ad61751ca8d8a11b86237344d859a887b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:12:14.794804+00:00", + "ended_at": "2026-05-04T09:12:36.280166+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_380197fd32cd5424", + "problem_id": "v2p_n6_ee16c515afd91438", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X16.", + "bindings": { + "measure_col": "X16", + "band_col": "X16", + "band_cut_1": -4.0, + "band_cut_2": 2.0, + "lower_bound": -4.0, + "upper_bound": 2.0, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_380197fd32cd5424.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_380197fd32cd5424", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 195, + "total_tokens": 23065, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 160, + "estimated_total_tokens": 2939, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21448.4, + "sql_execution_elapsed_ms_total": 7.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_380197fd32cd5424\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ceaf46d947dae4125b5cd8d81eae1eea35c18fd0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_380197fd32cd5424/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:12:36.264878+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21448.4, "started_at": "2026-05-04T09:12:14.797395+00:00", "ended_at": "2026-05-04T09:12:36.245369+00:00", "prompt_metrics": {"chars": 8871, "bytes_utf8": 8871, "lines": 304, "estimated_tokens": 2779}, "response_metrics": {"chars": 607, "bytes_utf8": 607, "lines": 1, "estimated_tokens": 160}, "usage": {"input_tokens": 22870, "cached_input_tokens": 21888, "output_tokens": 195}, "stderr_preview": "2026-05-04T09:12:15.004196Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:12:17.432767Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "entity_col": "X2", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..310d71389eefffbea24420ba316cc1d6dbe2a914 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-819d-75c2-b5b1-b1e6b7d0c797"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X2\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X2\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Applied the planned Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X2\\\", and entity_col=\\\"X2\\\". Cast \\\"X2\\\" to REAL for AVG because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":22400,"output_tokens":177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04947cee094f84982976438f78f0ad59197e08c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X2\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X2\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 15;","notes":"Applied the planned Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X2\", and entity_col=\"X2\". Cast \"X2\" to REAL for AVG because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..517239837e09d1132f08d64cd14350607ba28408 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:25:24.582283Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:25:26.902292Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:25:35.416857Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9f5b5768f709b60a3d24a8676462f307336e68e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2. +Result preview: [{"y": "3", "support": 2000, "avg_measure": -0.1775, "distinct_entities": 72}, {"y": "2", "support": 2000, "avg_measure": 0.1225, "distinct_entities": 43}, {"y": "1", "support": 2000, "avg_measure": 3.6315, "distinct_entities": 81}, {"y": "0", "support": 2000, "avg_measure": -12.334, "distinct_entities": 348}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e6f66b78ab7cc58c7e0895d0a419e9744e63b12d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_39bfe5cf3dd691c4 +-- problem_id: v2p_n6_6cf5059bcc773a5b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X2" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X2") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2019fb5d8bd728d8bcf1c995c008b6fc49998507 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X2\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X2\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X2\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X2\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": -0.1775, \"distinct_entities\": 72}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": 0.1225, \"distinct_entities\": 43}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": 3.6315, \"distinct_entities\": 81}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -12.334, \"distinct_entities\": 348}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f2dc9b2ff852255bd13a4bd140d3360e035d9216 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:25:24.375565+00:00", + "ended_at": "2026-05-04T09:25:36.039370+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_39bfe5cf3dd691c4", + "problem_id": "v2p_n6_6cf5059bcc773a5b", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2.", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "entity_col": "X2", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_39bfe5cf3dd691c4.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_39bfe5cf3dd691c4", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 22400, + "output_tokens": 177, + "total_tokens": 22980, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2842, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11620.77, + "sql_execution_elapsed_ms_total": 9.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_39bfe5cf3dd691c4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e1a3832be9b9dcd185792b1e0ecd9504d8a9b96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_39bfe5cf3dd691c4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:25:36.019947+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11620.77, "started_at": "2026-05-04T09:25:24.378409+00:00", "ended_at": "2026-05-04T09:25:35.998730+00:00", "prompt_metrics": {"chars": 8704, "bytes_utf8": 8704, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22803, "cached_input_tokens": 22400, "output_tokens": 177}, "stderr_preview": "2026-05-04T09:25:24.582283Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:25:26.902292Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f48cd1ebf38dcc30d13abcdd8631ce4806e3c1e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-97c6-7fb0-9ef9-c6065b424819"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col=\\\"y\\\" and condition_col=\\\"y\\\". Since the schema stores values as TEXT, the bound condition_value 0 is written as the string literal '0'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22788,"cached_input_tokens":22400,"output_tokens":189}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7862e8f3d18735039614c25e4c78845389b40258 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col=\"y\" and condition_col=\"y\". Since the schema stores values as TEXT, the bound condition_value 0 is written as the string literal '0'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f44ca19bea2ffc2c98a2a937e2f9e62577ccc270 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:50.632314Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:53.013678Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:01.623722Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f9ffb48e88760424bf3b07bd99d9ea18e1cc634 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=y, condition_col=y. +Result preview: [{"y": "0", "condition_rate": 1.0}, {"y": "3", "condition_rate": 0.0}, {"y": "2", "condition_rate": 0.0}, {"y": "1", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3568e400a1b10eb6a6d098966ace1dd8a48d7b89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_3aa7212d792c63b3 +-- problem_id: v2p_n6_f22e9a19d43fe757 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca167b56c7fb6379dac4577d7b8cded2631e7c76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"y\", \"condition_rate\"], \"rows\": [{\"y\": \"0\", \"condition_rate\": 1.0}, {\"y\": \"3\", \"condition_rate\": 0.0}, {\"y\": \"2\", \"condition_rate\": 0.0}, {\"y\": \"1\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c269f9c2680fdaad4c656edd0a482611c82686d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:05:50.402417+00:00", + "ended_at": "2026-05-04T09:06:02.461894+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_3aa7212d792c63b3", + "problem_id": "v2p_n6_f22e9a19d43fe757", + "dataset_id": "n6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_3aa7212d792c63b3.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3aa7212d792c63b3", + "api_calls": 0, + "input_tokens": 22788, + "cached_input_tokens": 22400, + "output_tokens": 189, + "total_tokens": 22977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2697, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12022.63, + "sql_execution_elapsed_ms_total": 5.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_3aa7212d792c63b3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d27ea27c39a439263bad76b3bfc4a9d1d18b24f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3aa7212d792c63b3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:02.448539+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12022.63, "started_at": "2026-05-04T09:05:50.405164+00:00", "ended_at": "2026-05-04T09:06:02.419719+00:00", "prompt_metrics": {"chars": 8653, "bytes_utf8": 8653, "lines": 303, "estimated_tokens": 2697}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22788, "cached_input_tokens": 22400, "output_tokens": 189}, "stderr_preview": "2026-05-04T09:05:50.632314Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:53.013678Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8e54f9462b6ae162f87b2878c7950608b9cbd5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-ee5f-74a1-8418-52fd1cf7d423"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X7\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\",\"notes\":\"Applied the planned Max Aggregate Winner Selection template with group_col=\\\"y\\\" and measure_col=\\\"X7\\\". Cast \\\"X7\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22804,"cached_input_tokens":21888,"output_tokens":156}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f9bc02afbd70f3d6d7780cf456d4b5f6b489b81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X7\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";","notes":"Applied the planned Max Aggregate Winner Selection template with group_col=\"y\" and measure_col=\"X7\". Cast \"X7\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0d6022780173d0331d6f1c53cabe15711dcde33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:32:25.648283Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:28.051714Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:32:35.581544Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d39ee3c110943957d9b5e59ac21212581fbb62a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=y, measure_col=X7. +Result preview: [{"y": "3", "total_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dcfd2d54010c639b0fa9e0b71ad54ec278346560 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_3d05a393ac1b4df9 +-- problem_id: v2p_n6_677dd516ea968a9e +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X7" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6ba1e0157bba0564f323d5040253ce163c1ac3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X7\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X7\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"3\", \"total_measure\": 7.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1ca25eeb0e5f8e788b8d417eb132b9dfa5f73c0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:32:25.347581+00:00", + "ended_at": "2026-05-04T09:32:36.539581+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_3d05a393ac1b4df9", + "problem_id": "v2p_n6_677dd516ea968a9e", + "dataset_id": "n6", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_3d05a393ac1b4df9.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3d05a393ac1b4df9", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22960, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2842, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11133.53, + "sql_execution_elapsed_ms_total": 11.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_3d05a393ac1b4df9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ebc4e5ea03bef10ca7067de24c7f9680e0fd21fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d05a393ac1b4df9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:32:36.513401+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11133.53, "started_at": "2026-05-04T09:32:25.350654+00:00", "ended_at": "2026-05-04T09:32:36.484170+00:00", "prompt_metrics": {"chars": 8743, "bytes_utf8": 8743, "lines": 300, "estimated_tokens": 2715}, "response_metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22804, "cached_input_tokens": 21888, "output_tokens": 156}, "stderr_preview": "2026-05-04T09:32:25.648283Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:32:28.051714Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ae48b36168757ac1d6cff8f341d2ae897aceeb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_3d2fdf9e0062bf51\n-- problem_id: v2p_n6_7f114539ab0f1670\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X12\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X12\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_3d2fdf9e0062bf51\\n-- problem_id: v2p_n6_7f114539ab0f1670\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X12\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X12\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X12\", \"support\", \"avg_response\"], \"rows\": [{\"X12\": \"-1\", \"support\": 311, \"avg_response\": -0.6784565916398714}, {\"X12\": \"-3\", \"support\": 285, \"avg_response\": -0.06666666666666667}, {\"X12\": \"2\", \"support\": 275, \"avg_response\": -2.418181818181818}, {\"X12\": \"-2\", \"support\": 266, \"avg_response\": -1.894736842105263}, {\"X12\": \"1\", \"support\": 265, \"avg_response\": -1.0}, {\"X12\": \"4\", \"support\": 258, \"avg_response\": -0.18992248062015504}, {\"X12\": \"-4\", \"support\": 244, \"avg_response\": -1.7622950819672132}, {\"X12\": \"-6\", \"support\": 229, \"avg_response\": -0.925764192139738}, {\"X12\": \"3\", \"support\": 227, \"avg_response\": -0.3788546255506608}, {\"X12\": \"0\", \"support\": 217, \"avg_response\": -0.29493087557603687}, {\"X12\": \"-5\", \"support\": 215, \"avg_response\": -3.2093023255813953}, {\"X12\": \"6\", \"support\": 208, \"avg_response\": -1.0673076923076923}, {\"X12\": \"5\", \"support\": 207, \"avg_response\": -0.9516908212560387}, {\"X12\": \"-8\", \"support\": 195, \"avg_response\": -1.6153846153846154}, {\"X12\": \"-7\", \"support\": 191, \"avg_response\": -1.324607329842932}, {\"X12\": \"7\", \"support\": 171, \"avg_response\": 0.7251461988304093}, {\"X12\": \"8\", \"support\": 161, \"avg_response\": 0.4782608695652174}, {\"X12\": \"-9\", \"support\": 161, \"avg_response\": -0.7204968944099379}, {\"X12\": \"9\", \"support\": 145, \"avg_response\": -1.3241379310344827}, {\"X12\": \"-11\", \"support\": 135, \"avg_response\": -1.4}, {\"X12\": \"-10\", \"support\": 119, \"avg_response\": -0.31932773109243695}, {\"X12\": \"10\", \"support\": 115, \"avg_response\": -0.1565217391304348}, {\"X12\": \"-12\", \"support\": 99, \"avg_response\": -3.323232323232323}, {\"X12\": \"-13\", \"support\": 96, \"avg_response\": -2.0}, {\"X12\": \"11\", \"support\": 93, \"avg_response\": -3.5161290322580645}, {\"X12\": \"13\", \"support\": 92, \"avg_response\": -7.913043478260869}, {\"X12\": \"-14\", \"support\": 81, \"avg_response\": 0.35802469135802467}, {\"X12\": \"12\", \"support\": 81, \"avg_response\": -2.0123456790123457}, {\"X12\": \"-16\", \"support\": 80, \"avg_response\": 0.9875}, {\"X12\": \"-17\", \"support\": 64, \"avg_response\": 2.59375}, {\"X12\": \"16\", \"support\": 62, \"avg_response\": -2.6451612903225805}, {\"X12\": \"14\", \"support\": 61, \"avg_response\": -9.836065573770492}, {\"X12\": \"-20\", \"support\": 60, \"avg_response\": -12.333333333333334}, {\"X12\": \"17\", \"support\": 57, \"avg_response\": -2.087719298245614}, {\"X12\": \"-15\", \"support\": 56, \"avg_response\": -4.410714285714286}, {\"X12\": \"-18\", \"support\": 51, \"avg_response\": 4.2745098039215685}, {\"X12\": \"-19\", \"support\": 51, \"avg_response\": -4.862745098039215}, {\"X12\": \"-22\", \"support\": 45, \"avg_response\": 7.311111111111111}, {\"X12\": \"-23\", \"support\": 43, \"avg_response\": 3.744186046511628}, {\"X12\": \"19\", \"support\": 43, \"avg_response\": -7.4186046511627906}, {\"X12\": \"-25\", \"support\": 41, \"avg_response\": 0.04878048780487805}, {\"X12\": \"15\", \"support\": 40, \"avg_response\": -9.55}, {\"X12\": \"-21\", \"support\": 39, \"avg_response\": 1.5897435897435896}, {\"X12\": \"-24\", \"support\": 39, \"avg_response\": -3.076923076923077}, {\"X12\": \"20\", \"support\": 39, \"avg_response\": -4.538461538461538}, {\"X12\": \"22\", \"support\": 36, \"avg_response\": -3.4166666666666665}, {\"X12\": \"18\", \"support\": 35, \"avg_response\": -9.2}, {\"X12\": \"21\", \"support\": 35, \"avg_response\": -10.085714285714285}, {\"X12\": \"-26\", \"support\": 35, \"avg_response\": -12.371428571428572}, {\"X12\": \"-30\", \"support\": 31, \"avg_response\": 3.6451612903225805}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3ebc00b55250c3d1dcb9bacb44149ec1537d4775 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.455872+00:00", + "ended_at": "2026-05-04T09:50:30.466870+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_3d2fdf9e0062bf51", + "problem_id": "v2p_n6_7f114539ab0f1670", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X12.", + "bindings": { + "key_col": "X12", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=43", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 43, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_3d2fdf9e0062bf51.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4efd70826abbcfbc27dbff31dae8eb5cc84411fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8664, "bytes_utf8": 8664, "lines": 303, "estimated_tokens": 2697}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22788, "cached_input_tokens": 19840, "output_tokens": 157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d1dedc2506c0aa8b3470479f35749eb03f78fbbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_40e6f05e101ca01a", + "api_calls": 0, + "input_tokens": 22788, + "cached_input_tokens": 19840, + "output_tokens": 157, + "total_tokens": 22945, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2697, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17414.52, + "sql_execution_elapsed_ms_total": 5.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_40e6f05e101ca01a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a7549c2577c85e4095e1efaef9a60bc0126e1165 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:04:45.319895+00:00", + "ended_at": "2026-05-04T09:05:02.732572+00:00", + "elapsed_ms": 17414.52, + "prompt_metrics": { + "chars": 8664, + "bytes_utf8": 8664, + "lines": 303, + "estimated_tokens": 2697 + }, + "stdout_metrics": { + "chars": 707, + "bytes_utf8": 707, + "lines": 4, + "estimated_tokens": 208 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13190 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 378, + "bytes_utf8": 378, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 22788, + "cached_input_tokens": 19840, + "output_tokens": 157 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3d78ddea41619f7eda39716a1e8f3cfb582ac86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..52f2836ee7c1b11583d076a776b3b9e50d6c266a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-997b-7500-a6d1-388810702511"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"y\\\" and condition_col=\\\"y\\\"; used text literal '1' because the SQLite schema stores \\\"y\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22788,"cached_input_tokens":19840,"output_tokens":157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..983c2d0a0725e0118d16b77dc6359a0560404d9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"y\" and condition_col=\"y\"; used text literal '1' because the SQLite schema stores \"y\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d270d756a3896e6d5116e2aa4e382bfa554a4069 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:45.495906Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:47.938892Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:01.921674Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..28923ba8a62352da6473c7ed6fecf2694e9301b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y. +Result preview: [{"y": "1", "condition_rate": 1.0}, {"y": "3", "condition_rate": 0.0}, {"y": "2", "condition_rate": 0.0}, {"y": "0", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..628ce7f06fc8ce3c3a28c8bcb0facd95c6d40e39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_40e6f05e101ca01a +-- problem_id: v2p_n6_e1c03dcdda737e30 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bcaa60f70c0f292c1bd111d3e567aefe9c5e65f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"y\", \"condition_rate\"], \"rows\": [{\"y\": \"1\", \"condition_rate\": 1.0}, {\"y\": \"3\", \"condition_rate\": 0.0}, {\"y\": \"2\", \"condition_rate\": 0.0}, {\"y\": \"0\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..64dadb6c843d04581543963c2591430e3fe0ac4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:04:45.317233+00:00", + "ended_at": "2026-05-04T09:05:02.770822+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_40e6f05e101ca01a", + "problem_id": "v2p_n6_e1c03dcdda737e30", + "dataset_id": "n6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_40e6f05e101ca01a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_40e6f05e101ca01a", + "api_calls": 0, + "input_tokens": 22788, + "cached_input_tokens": 19840, + "output_tokens": 157, + "total_tokens": 22945, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2697, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17414.52, + "sql_execution_elapsed_ms_total": 5.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_40e6f05e101ca01a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..846da7e98e272980b6a7f69d6948be2ba57c0fc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_40e6f05e101ca01a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:02.758221+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17414.52, "started_at": "2026-05-04T09:04:45.319895+00:00", "ended_at": "2026-05-04T09:05:02.732572+00:00", "prompt_metrics": {"chars": 8664, "bytes_utf8": 8664, "lines": 303, "estimated_tokens": 2697}, "response_metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22788, "cached_input_tokens": 19840, "output_tokens": 157}, "stderr_preview": "2026-05-04T09:04:45.495906Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:47.938892Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X2", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94992ce795de6133537f3a817306e1d8ff021eb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-8b5f-70b3-a033-77339d4fd988"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X2\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X2\\\". Applied CAST(\\\"X2\\\" AS REAL) because the SQLite schema stores feature columns as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22779,"cached_input_tokens":21888,"output_tokens":162}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c5eee16d20b63b07b598c2e0efe50cf99b43c23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X2\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"y\" and predicate_col bound to \"X2\". Applied CAST(\"X2\" AS REAL) because the SQLite schema stores feature columns as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0810c44918b4d26932970170e571f55fc7cf2bcf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:19:59.381007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:02.011364Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:09.451934Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0218e7f562ab53ff448e414c62da55baa4e1bf7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y. +Result preview: [{"y": "0", "support": 761}, {"y": "1", "support": 679}, {"y": "3", "support": 399}, {"y": "2", "support": 221}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9bafa988060d8b3cfa4423104d95b06ee04a549 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_410d0ed8dca85c47 +-- problem_id: v2p_n6_6088b739b0ffb651 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X2" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6814d63472492052010f157b8dbf17ffadcb07d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X2\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X2\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 761}, {\"y\": \"1\", \"support\": 679}, {\"y\": \"3\", \"support\": 399}, {\"y\": \"2\", \"support\": 221}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.7}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f7cd2f4ffdde26ec785f07490815e6d50aabe8d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:19:59.196265+00:00", + "ended_at": "2026-05-04T09:20:10.294898+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_410d0ed8dca85c47", + "problem_id": "v2p_n6_6088b739b0ffb651", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X2", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_410d0ed8dca85c47.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_410d0ed8dca85c47", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 22941, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2808, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11063.66, + "sql_execution_elapsed_ms_total": 2.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_410d0ed8dca85c47\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ac83557254be430186da46dfd693614e27a0892 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:10.284052+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11063.66, "started_at": "2026-05-04T09:19:59.200819+00:00", "ended_at": "2026-05-04T09:20:10.263756+00:00", "prompt_metrics": {"chars": 8612, "bytes_utf8": 8612, "lines": 302, "estimated_tokens": 2690}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22779, "cached_input_tokens": 21888, "output_tokens": 162}, "stderr_preview": "2026-05-04T09:19:59.381007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:02.011364Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X2\\\". Applied CAST(\\\"X2\\\" AS REAL) because the SQLite schema stores feature columns as TEXT while the predicate value is numeric.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..969080ea084c93b9b1a917289530f8af1671fd51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_410d0ed8dca85c47/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_410d0ed8dca85c47", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 22941, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2808, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11063.66, + "sql_execution_elapsed_ms_total": 2.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_410d0ed8dca85c47\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b4838f25266f814e2fdcd5b6b7c420d61613784 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8592, "bytes_utf8": 8592, "lines": 300, "estimated_tokens": 2683}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 211}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bd225362689cf6adfce8716251254ba6907df3d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_411648a9472b004b", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 211, + "total_tokens": 22983, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2793, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17733.59, + "sql_execution_elapsed_ms_total": 8.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_411648a9472b004b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..910225fa2c60b9678587e12af12d2c5f72f6ca68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:46:53.666663+00:00", + "ended_at": "2026-05-04T09:47:11.400506+00:00", + "elapsed_ms": 17733.59, + "prompt_metrics": { + "chars": 8592, + "bytes_utf8": 8592, + "lines": 300, + "estimated_tokens": 2683 + }, + "stdout_metrics": { + "chars": 716, + "bytes_utf8": 716, + "lines": 4, + "estimated_tokens": 223 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 386, + "bytes_utf8": 386, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 211 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..929d81349bff081f4231e1b0378c38b51ec38e42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X13.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..76ff87644c25871325b2ff6ddf93bd79887a5d29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df262-3a8b-7263-91c5-8080b2ae05a3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X13\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X13\\\" AS REAL)) > 6.0\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the planned template with group_col=\\\"y\\\" and measure_col=\\\"X13\\\". CAST to REAL is applied because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22772,"cached_input_tokens":21888,"output_tokens":211}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11a1b7bb8fc3416d3228988c2ed8b7349db6ee1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X13\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X13\" AS REAL)) > 6.0\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the planned template with group_col=\"y\" and measure_col=\"X13\". CAST to REAL is applied because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4002b282ddd15e555fbc5faf052a902979ff0b81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:46:57.187022Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:46:59.546945Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:47:10.548992Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d6a4cfc85142379ad7789d05b41d38820f82c5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X13. +Result preview: [{"y": "1", "total_measure": 11092.0}, {"y": "3", "total_measure": 959.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce17f4abf02c3a4ee96b16abbabeaa16667d0522 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_411648a9472b004b +-- problem_id: v2p_n6_be4174ad974b5dc7 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X13" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X13" AS REAL)) > 6.0 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c7694b23bf3581303c2f0c716397de56172db97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X13\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X13\" AS REAL)) > 6.0\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X13\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X13\\\" AS REAL)) > 6.0\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 11092.0}, {\"y\": \"3\", \"total_measure\": 959.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.71}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c5a1a4eeaca2c82ffd81eba3a2613bf44b68b721 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:46:53.664253+00:00", + "ended_at": "2026-05-04T09:47:11.440656+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_411648a9472b004b", + "problem_id": "v2p_n6_be4174ad974b5dc7", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X13.", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_411648a9472b004b.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_411648a9472b004b", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 211, + "total_tokens": 22983, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2793, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17733.59, + "sql_execution_elapsed_ms_total": 8.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_411648a9472b004b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e484605e4ddd9d641b92264888143291b6aee23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:47:11.422117+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17733.59, "started_at": "2026-05-04T09:46:53.666663+00:00", "ended_at": "2026-05-04T09:47:11.400506+00:00", "prompt_metrics": {"chars": 8592, "bytes_utf8": 8592, "lines": 300, "estimated_tokens": 2683}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 211}, "stderr_preview": "2026-05-04T09:46:57.187022Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:46:59.546945Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 6.0\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the planned template with group_col=\\\"y\\\" and measure_col=\\\"X13\\\". CAST to REAL is applied because the schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..55f5b53b738b73a8fe3c0865ded22a723e432024 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_411648a9472b004b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_411648a9472b004b", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 211, + "total_tokens": 22983, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2793, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17733.59, + "sql_execution_elapsed_ms_total": 8.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_411648a9472b004b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab72bd1705ac69159c52d4ae78e3832a9c7584e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8506, "bytes_utf8": 8506, "lines": 300, "estimated_tokens": 2649}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22740, "cached_input_tokens": 21888, "output_tokens": 138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e49006da164b1e11d3f0d6b1d86e08f1c630b1ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_43e626fb25395769", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22878, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2752, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14999.06, + "sql_execution_elapsed_ms_total": 22.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_43e626fb25395769\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..214a8b6d960c94fd8382dd3cc431e2b8652b25a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:06:51.712840+00:00", + "ended_at": "2026-05-04T09:07:06.696906+00:00", + "elapsed_ms": 14999.06, + "prompt_metrics": { + "chars": 8506, + "bytes_utf8": 8506, + "lines": 300, + "estimated_tokens": 2649 + }, + "stdout_metrics": { + "chars": 745, + "bytes_utf8": 745, + "lines": 4, + "estimated_tokens": 209 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 417, + "bytes_utf8": 417, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 138 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93e5f29bfe0000e966d28d1dfb3bdfcab3650de8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X13.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..782b1651c3d898567cd222f5f60a9d4e6c2f8b4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-8737-7ad3-a483-b71fa846b4ea"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X13\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X13\\\". Cast \\\"X13\\\" to REAL because the schema stores feature columns as TEXT while the field is semantically numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22740,"cached_input_tokens":21888,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d94956615f3983df5aeef6eb8af6e9d703004ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X13\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col=\"y\" and measure_col=\"X13\". Cast \"X13\" to REAL because the schema stores feature columns as TEXT while the field is semantically numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..042d08192323f7bee8c94158a4e081b948af476e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:51.924820Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:54.285000Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:07:05.860115Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c93deb17525e0a4099697752173bea420b3414a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X13. +Result preview: [{"y": "1", "avg_measure": 5.546}, {"y": "3", "avg_measure": 0.4795}, {"y": "2", "avg_measure": -0.3165}, {"y": "0", "avg_measure": -14.365}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c95c22777acbc6869cfb37cd38a45e900108ad2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_43e626fb25395769 +-- problem_id: v2p_n6_3b2060064956477c +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X13" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96f6c392e786bc881018c4794713e10387e48b1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X13\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X13\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 5.546}, {\"y\": \"3\", \"avg_measure\": 0.4795}, {\"y\": \"2\", \"avg_measure\": -0.3165}, {\"y\": \"0\", \"avg_measure\": -14.365}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.09}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e62fadc095c38a5e1b5829e9835da1b0855502b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:06:51.710462+00:00", + "ended_at": "2026-05-04T09:07:06.763498+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_43e626fb25395769", + "problem_id": "v2p_n6_3b2060064956477c", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X13.", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_43e626fb25395769.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_43e626fb25395769", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22878, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2752, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14999.06, + "sql_execution_elapsed_ms_total": 22.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_43e626fb25395769\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e822723ef743929334e1b38d05aec28bc23f28dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_43e626fb25395769/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:06.732745+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14999.06, "started_at": "2026-05-04T09:06:51.712840+00:00", "ended_at": "2026-05-04T09:07:06.696906+00:00", "prompt_metrics": {"chars": 8506, "bytes_utf8": 8506, "lines": 300, "estimated_tokens": 2649}, "response_metrics": {"chars": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22740, "cached_input_tokens": 21888, "output_tokens": 138}, "stderr_preview": "2026-05-04T09:06:51.924820Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:54.285000Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X13.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X13", + "band_col": "X13", + "band_cut_1": -6.0, + "band_cut_2": 6.0, + "lower_bound": -6.0, + "upper_bound": 6.0, + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f2370ae030e15d253702a2a206b8c7b329c42eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df241-9dfa-7aa1-8ef8-9a2411027c43"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X13\\\" AS REAL) < -6.0 THEN 'low'\\n WHEN CAST(\\\"X13\\\" AS REAL) < 6.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X13\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template with both band_col and measure_col bound to \\\"X13\\\". Casts to REAL because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":3456,"output_tokens":238}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2b11c9559c8c09d4e2f8ef02112b4a8cbf585c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X13\" AS REAL) < -6.0 THEN 'low'\n WHEN CAST(\"X13\" AS REAL) < 6.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X13\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the planned template with both band_col and measure_col bound to \"X13\". Casts to REAL because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c504fdb31cf669ceae0325fa63ae4325b587a79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:11:19.862187Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:11:22.487499Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:11:32.338666Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..eabc5faa4264d023aebb8366b640f7f08d7d5964 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X13. +Result preview: [{"band_bucket": "high", "avg_measure": 27.584659913169318}, {"band_bucket": "mid", "avg_measure": -0.5001893222264294}, {"band_bucket": "low", "avg_measure": -35.543352601156066}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b52d9cb7e962b30f8ebe820c3c9cf5e64f6839f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_4539a47b7f933a91 +-- problem_id: v2p_n6_fdfa5af8d63d2481 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X13" AS REAL) < -6.0 THEN 'low' + WHEN CAST("X13" AS REAL) < 6.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X13" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9531d3514041d18d6a4b956bbab1bc9a26931511 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X13\" AS REAL) < -6.0 THEN 'low'\n WHEN CAST(\"X13\" AS REAL) < 6.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X13\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X13\\\" AS REAL) < -6.0 THEN 'low'\\n WHEN CAST(\\\"X13\\\" AS REAL) < 6.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X13\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 27.584659913169318}, {\"band_bucket\": \"mid\", \"avg_measure\": -0.5001893222264294}, {\"band_bucket\": \"low\", \"avg_measure\": -35.543352601156066}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.53}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3880b0639d08a7a50d9b885110279e777520083d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:11:19.677538+00:00", + "ended_at": "2026-05-04T09:11:33.069071+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_4539a47b7f933a91", + "problem_id": "v2p_n6_fdfa5af8d63d2481", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X13.", + "bindings": { + "measure_col": "X13", + "band_col": "X13", + "band_cut_1": -6.0, + "band_cut_2": 6.0, + "lower_bound": -6.0, + "upper_bound": 6.0, + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_4539a47b7f933a91.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4539a47b7f933a91", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 3456, + "output_tokens": 238, + "total_tokens": 23108, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 140, + "estimated_total_tokens": 2919, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13342.58, + "sql_execution_elapsed_ms_total": 6.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_4539a47b7f933a91\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51db54f8a5f16aa716f163cb2e55913150156659 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4539a47b7f933a91/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:11:33.054532+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13342.58, "started_at": "2026-05-04T09:11:19.680509+00:00", "ended_at": "2026-05-04T09:11:33.016194+00:00", "prompt_metrics": {"chars": 8873, "bytes_utf8": 8873, "lines": 304, "estimated_tokens": 2779}, "response_metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 22870, "cached_input_tokens": 3456, "output_tokens": 238}, "stderr_preview": "2026-05-04T09:11:19.862187Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:11:22.487499Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X13.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X13", + "band_col": "X13", + "band_cut_1": -6.0, + "band_cut_2": 6.0, + "lower_bound": -6.0, + "upper_bound": 6.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5e4c0023aa3a03fb601adf760ecad9374d88f82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df241-6b26-7022-b090-7bf0c1996a28"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X13\\\" AS REAL) < -6.0 THEN 'low'\\n WHEN CAST(\\\"X13\\\" AS REAL) < 6.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X13\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned binned numeric group average template with \\\"X13\\\" bound as both the band and measure column, casting from TEXT to REAL for SQLite-compatible numeric comparison and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22869,"cached_input_tokens":19840,"output_tokens":189}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..097ebaa8c23d359f2ebaf7b4d5346b57ad3d4535 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X13\" AS REAL) < -6.0 THEN 'low'\n WHEN CAST(\"X13\" AS REAL) < 6.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X13\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Applied the planned binned numeric group average template with \"X13\" bound as both the band and measure column, casting from TEXT to REAL for SQLite-compatible numeric comparison and aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47f7ad193cc802d8a7823a24710ab5657d7e24ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:11:06.861581Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:11:09.248552Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:11:18.760953Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaa168869a32ba0499c4c988a181282fe7160654 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X13. +Result preview: [{"band_bucket": "high", "avg_measure": 27.584659913169318}, {"band_bucket": "mid", "avg_measure": -0.5001893222264294}, {"band_bucket": "low", "avg_measure": -35.543352601156066}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a428ac5c00fb0382dccfd7e5635963e6b8437a4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_46cb2a53be50094a +-- problem_id: v2p_n6_dc971c8c1bc916d5 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X13" AS REAL) < -6.0 THEN 'low' + WHEN CAST("X13" AS REAL) < 6.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X13" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3f956f1a267e46d96eddf51c1abc6eeb11dde8f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X13\" AS REAL) < -6.0 THEN 'low'\n WHEN CAST(\"X13\" AS REAL) < 6.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X13\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X13\\\" AS REAL) < -6.0 THEN 'low'\\n WHEN CAST(\\\"X13\\\" AS REAL) < 6.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X13\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 27.584659913169318}, {\"band_bucket\": \"mid\", \"avg_measure\": -0.5001893222264294}, {\"band_bucket\": \"low\", \"avg_measure\": -35.543352601156066}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7fb55b39118060f86ff09b8ff74611253292daf6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:11:06.627550+00:00", + "ended_at": "2026-05-04T09:11:19.674760+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_46cb2a53be50094a", + "problem_id": "v2p_n6_dc971c8c1bc916d5", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X13.", + "bindings": { + "measure_col": "X13", + "band_col": "X13", + "band_cut_1": -6.0, + "band_cut_2": 6.0, + "lower_bound": -6.0, + "upper_bound": 6.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_46cb2a53be50094a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_46cb2a53be50094a", + "api_calls": 0, + "input_tokens": 22869, + "cached_input_tokens": 19840, + "output_tokens": 189, + "total_tokens": 23058, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2778, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2922, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12998.84, + "sql_execution_elapsed_ms_total": 6.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_46cb2a53be50094a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcddb04cad3f100f94a58969931f2ea5faca60f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cb2a53be50094a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:11:19.660684+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12998.84, "started_at": "2026-05-04T09:11:06.629551+00:00", "ended_at": "2026-05-04T09:11:19.626664+00:00", "prompt_metrics": {"chars": 8874, "bytes_utf8": 8874, "lines": 304, "estimated_tokens": 2778}, "response_metrics": {"chars": 556, "bytes_utf8": 556, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22869, "cached_input_tokens": 19840, "output_tokens": 189}, "stderr_preview": "2026-05-04T09:11:06.861581Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:11:09.248552Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a794b84f9f5fabb1a580fa566b7bb20b1faaeea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-3008-7d83-b400-6338f63cc928"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col=\\\"y\\\" and condition_col=\\\"y\\\" on the single table \\\"n6\\\". Since \\\"y\\\" is stored as TEXT in the schema snapshot, the condition value is quoted as '1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22788,"cached_input_tokens":19840,"output_tokens":139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b07020f0a75c7121ca3773917de26eac8acf2cd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col=\"y\" and condition_col=\"y\" on the single table \"n6\". Since \"y\" is stored as TEXT in the schema snapshot, the condition value is quoted as '1'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2980c2a02cdedb6ba46f5f8a800a7787d919be93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:29.624394Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:31.951678Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:39.833380Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..28923ba8a62352da6473c7ed6fecf2694e9301b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y. +Result preview: [{"y": "1", "condition_rate": 1.0}, {"y": "3", "condition_rate": 0.0}, {"y": "2", "condition_rate": 0.0}, {"y": "0", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f450cae37923401698d40d69a198eea63402053 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_46cddb00dacf08af +-- problem_id: v2p_n6_ee7e9d1483fc38d1 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ebd9cfb04b6bffad81171a81780ff1fe81fa689 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"y\", \"condition_rate\"], \"rows\": [{\"y\": \"1\", \"condition_rate\": 1.0}, {\"y\": \"3\", \"condition_rate\": 0.0}, {\"y\": \"2\", \"condition_rate\": 0.0}, {\"y\": \"0\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ed90099849639e46baa51952f564aeeb94883c95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:06:29.348695+00:00", + "ended_at": "2026-05-04T09:06:40.771118+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_46cddb00dacf08af", + "problem_id": "v2p_n6_ee7e9d1483fc38d1", + "dataset_id": "n6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_46cddb00dacf08af.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_46cddb00dacf08af", + "api_calls": 0, + "input_tokens": 22788, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 22927, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2697, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2814, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11362.83, + "sql_execution_elapsed_ms_total": 10.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_46cddb00dacf08af\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f6be2feec3068bf9905aa19a5be5e8097c0e388 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46cddb00dacf08af/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:40.743444+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11362.83, "started_at": "2026-05-04T09:06:29.351496+00:00", "ended_at": "2026-05-04T09:06:40.700527+00:00", "prompt_metrics": {"chars": 8664, "bytes_utf8": 8664, "lines": 303, "estimated_tokens": 2697}, "response_metrics": {"chars": 424, "bytes_utf8": 424, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22788, "cached_input_tokens": 19840, "output_tokens": 139}, "stderr_preview": "2026-05-04T09:06:29.624394Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:31.951678Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X11.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "X11", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e31dd37f08a78f76bad494f6889344c662784cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df265-3bfe-75b2-b572-3a52686eef5f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"X11\\\" AS REAL)) AS \\\"mean_x11\\\",\\n sqrt(AVG(CAST(\\\"X11\\\" AS REAL) * CAST(\\\"X11\\\" AS REAL)) - AVG(CAST(\\\"X11\\\" AS REAL)) * AVG(CAST(\\\"X11\\\" AS REAL))) AS \\\"std_x11\\\"\\n FROM \\\"n6\\\"\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n6\\\".*,\\n (CAST(\\\"X11\\\" AS REAL) - \\\"stats\\\".\\\"mean_x11\\\") / NULLIF(\\\"stats\\\".\\\"std_x11\\\", 0) AS \\\"z_score\\\"\\n FROM \\\"n6\\\"\\n CROSS JOIN \\\"stats\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE ABS(\\\"z_score\\\") > 2.0\\nORDER BY CAST(\\\"X11\\\" AS REAL) DESC;\",\"notes\":\"Adapted the planned z-score outlier template for SQLite by replacing unsupported STDDEV with sqrt(avg(x*x) - avg(x)^2) and casting TEXT column \\\"X11\\\" to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22817,"cached_input_tokens":21888,"output_tokens":336}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfb2a9e9397323b3524a767d085bb9a4c711bca9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"X11\" AS REAL)) AS \"mean_x11\",\n sqrt(AVG(CAST(\"X11\" AS REAL) * CAST(\"X11\" AS REAL)) - AVG(CAST(\"X11\" AS REAL)) * AVG(CAST(\"X11\" AS REAL))) AS \"std_x11\"\n FROM \"n6\"\n),\n\"scored\" AS (\n SELECT\n \"n6\".*,\n (CAST(\"X11\" AS REAL) - \"stats\".\"mean_x11\") / NULLIF(\"stats\".\"std_x11\", 0) AS \"z_score\"\n FROM \"n6\"\n CROSS JOIN \"stats\"\n)\nSELECT *\nFROM \"scored\"\nWHERE ABS(\"z_score\") > 2.0\nORDER BY CAST(\"X11\" AS REAL) DESC;","notes":"Adapted the planned z-score outlier template for SQLite by replacing unsupported STDDEV with sqrt(avg(x*x) - avg(x)^2) and casting TEXT column \"X11\" to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2651110436ba7fb2939b0df5c3b55b8768043b6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:50:14.082796Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:50:16.425875Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:50:29.022276Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0333d60ee5ca363c83a09887dfb36fcff9d525a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X11. +Result preview: [{"X1": "-217", "X2": "-250", "X3": "-250", "X4": "-213", "X5": "-144", "X6": "-55", "X7": "32", "X8": "110", "X9": "170", "X10": "220", "X11": "262", "X12": "274", "X13": "242", "X14": "187", "X15": "125", "X16": "74", "y": "0", "z_score": 7.110688094821999}, {"X1": "2", "X2": "2", "X3": "25", "X4": "44", "X5": "43", "X6": "37", "X7": "70", "X8": "101", "X9": "139", "X10": "184", "X11": "252", "X12": "283", "X13": "296", "X14": "291", "X15": "235", "X16": "129", "y": "0", "z_score": 6.842890279749492}, {"X1": "38", "X2": "18", "X3": "3", "X4": "-10", "X5": "-14", "X6": "-5", "X7": "45", "X8": "109", "X9": "178", "X10": "227", "X11": "251", "X12": "245", "X13": "179", "X14": "74", "X15": "-37", "X16": "-127", "y": "0", "z_score": 6.8161104982422405}, {"X1": "11", "X2": "20", "X3": "16", "X4": "-6", "X5": "-7", "X6": "5", "X7": "22", "X8": "44", "X9": "91", "X10": "133", "X11": "223", "X12": "194", "X13": "222", "X14": "157", "X15": "118", "X16": "153", "y": "0", "z_score": 6.06627661603922}, {"X1": "-129", "X2": "-101", "X3": "-43", "X4": "14", "X5": "63", "X6": "108", "X7": "153", "X8": "185", "X9": "208", "X10": "216", "X11": "203", "X12": "177", "X13": "132", "X14": "69", "X15": "-10", "X16": "-92", "y": "0", "z_score": 5.530680985894205}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c66fe59c6eb6211db8ac9c242be50005cc8b1057 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/generated_sql.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n6_46e07c6a3f644911 +-- problem_id: v2p_n6_4645288658d60294 +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("X11" AS REAL)) AS "mean_x11", + sqrt(AVG(CAST("X11" AS REAL) * CAST("X11" AS REAL)) - AVG(CAST("X11" AS REAL)) * AVG(CAST("X11" AS REAL))) AS "std_x11" + FROM "n6" +), +"scored" AS ( + SELECT + "n6".*, + (CAST("X11" AS REAL) - "stats"."mean_x11") / NULLIF("stats"."std_x11", 0) AS "z_score" + FROM "n6" + CROSS JOIN "stats" +) +SELECT * +FROM "scored" +WHERE ABS("z_score") > 2.0 +ORDER BY CAST("X11" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..409aa3db18236479b14fc5779d1b4ac1699f4918 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"X11\" AS REAL)) AS \"mean_x11\",\n sqrt(AVG(CAST(\"X11\" AS REAL) * CAST(\"X11\" AS REAL)) - AVG(CAST(\"X11\" AS REAL)) * AVG(CAST(\"X11\" AS REAL))) AS \"std_x11\"\n FROM \"n6\"\n),\n\"scored\" AS (\n SELECT\n \"n6\".*,\n (CAST(\"X11\" AS REAL) - \"stats\".\"mean_x11\") / NULLIF(\"stats\".\"std_x11\", 0) AS \"z_score\"\n FROM \"n6\"\n CROSS JOIN \"stats\"\n)\nSELECT *\nFROM \"scored\"\nWHERE ABS(\"z_score\") > 2.0\nORDER BY CAST(\"X11\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"X11\\\" AS REAL)) AS \\\"mean_x11\\\",\\n sqrt(AVG(CAST(\\\"X11\\\" AS REAL) * CAST(\\\"X11\\\" AS REAL)) - AVG(CAST(\\\"X11\\\" AS REAL)) * AVG(CAST(\\\"X11\\\" AS REAL))) AS \\\"std_x11\\\"\\n FROM \\\"n6\\\"\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n6\\\".*,\\n (CAST(\\\"X11\\\" AS REAL) - \\\"stats\\\".\\\"mean_x11\\\") / NULLIF(\\\"stats\\\".\\\"std_x11\\\", 0) AS \\\"z_score\\\"\\n FROM \\\"n6\\\"\\n CROSS JOIN \\\"stats\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE ABS(\\\"z_score\\\") > 2.0\\nORDER BY CAST(\\\"X11\\\" AS REAL) DESC;\", \"columns\": [\"X1\", \"X2\", \"X3\", \"X4\", \"X5\", \"X6\", \"X7\", \"X8\", \"X9\", \"X10\", \"X11\", \"X12\", \"X13\", \"X14\", \"X15\", \"X16\", \"y\", \"z_score\"], \"rows\": [{\"X1\": \"-217\", \"X2\": \"-250\", \"X3\": \"-250\", \"X4\": \"-213\", \"X5\": \"-144\", \"X6\": \"-55\", \"X7\": \"32\", \"X8\": \"110\", \"X9\": \"170\", \"X10\": \"220\", \"X11\": \"262\", \"X12\": \"274\", \"X13\": \"242\", \"X14\": \"187\", \"X15\": \"125\", \"X16\": \"74\", \"y\": \"0\", \"z_score\": 7.110688094821999}, {\"X1\": \"2\", \"X2\": \"2\", \"X3\": \"25\", \"X4\": \"44\", \"X5\": \"43\", \"X6\": \"37\", \"X7\": \"70\", \"X8\": \"101\", \"X9\": \"139\", \"X10\": \"184\", \"X11\": \"252\", \"X12\": \"283\", \"X13\": \"296\", \"X14\": \"291\", \"X15\": \"235\", \"X16\": \"129\", \"y\": \"0\", \"z_score\": 6.842890279749492}, {\"X1\": \"38\", \"X2\": \"18\", \"X3\": \"3\", \"X4\": \"-10\", \"X5\": \"-14\", \"X6\": \"-5\", \"X7\": \"45\", \"X8\": \"109\", \"X9\": \"178\", \"X10\": \"227\", \"X11\": \"251\", \"X12\": \"245\", \"X13\": \"179\", \"X14\": \"74\", \"X15\": \"-37\", \"X16\": \"-127\", \"y\": \"0\", \"z_score\": 6.8161104982422405}, {\"X1\": \"11\", \"X2\": \"20\", \"X3\": \"16\", \"X4\": \"-6\", \"X5\": \"-7\", \"X6\": \"5\", \"X7\": \"22\", \"X8\": \"44\", \"X9\": \"91\", \"X10\": \"133\", \"X11\": \"223\", \"X12\": \"194\", \"X13\": \"222\", \"X14\": \"157\", \"X15\": \"118\", \"X16\": \"153\", \"y\": \"0\", \"z_score\": 6.06627661603922}, {\"X1\": \"-129\", \"X2\": \"-101\", \"X3\": \"-43\", \"X4\": \"14\", \"X5\": \"63\", \"X6\": \"108\", \"X7\": \"153\", \"X8\": \"185\", \"X9\": \"208\", \"X10\": \"216\", \"X11\": \"203\", \"X12\": \"177\", \"X13\": \"132\", \"X14\": \"69\", \"X15\": \"-10\", \"X16\": \"-92\", \"y\": \"0\", \"z_score\": 5.530680985894205}, {\"X1\": \"-3\", \"X2\": \"28\", \"X3\": \"27\", \"X4\": \"15\", \"X5\": \"1\", \"X6\": \"-3\", \"X7\": \"24\", \"X8\": \"64\", \"X9\": \"102\", \"X10\": \"183\", \"X11\": \"199\", \"X12\": \"164\", \"X13\": \"139\", \"X14\": \"58\", \"X15\": \"35\", \"X16\": \"11\", \"y\": \"0\", \"z_score\": 5.4235618598652025}, {\"X1\": \"-47\", \"X2\": \"-39\", \"X3\": \"-27\", \"X4\": \"11\", \"X5\": \"59\", \"X6\": \"132\", \"X7\": \"215\", \"X8\": \"271\", \"X9\": \"280\", \"X10\": \"251\", \"X11\": \"196\", \"X12\": \"122\", \"X13\": \"27\", \"X14\": \"-76\", \"X15\": \"-177\", \"X16\": \"-217\", \"y\": \"0\", \"z_score\": 5.34322251534345}, {\"X1\": \"104\", \"X2\": \"82\", \"X3\": \"64\", \"X4\": \"65\", \"X5\": \"89\", \"X6\": \"113\", \"X7\": \"141\", \"X8\": \"158\", \"X9\": \"169\", \"X10\": \"174\", \"X11\": \"189\", \"X12\": \"201\", \"X13\": \"212\", \"X14\": \"197\", \"X15\": \"167\", \"X16\": \"133\", \"y\": \"0\", \"z_score\": 5.1557640447926945}, {\"X1\": \"-90\", \"X2\": \"-133\", \"X3\": \"-160\", \"X4\": \"-175\", \"X5\": \"-171\", \"X6\": \"-159\", \"X7\": \"-116\", \"X8\": \"-40\", \"X9\": \"44\", \"X10\": \"121\", \"X11\": \"187\", \"X12\": \"234\", \"X13\": \"245\", \"X14\": \"222\", \"X15\": \"166\", \"X16\": \"86\", \"y\": \"0\", \"z_score\": 5.102204481778194}, {\"X1\": \"-23\", \"X2\": \"-19\", \"X3\": \"-20\", \"X4\": \"-41\", \"X5\": \"-62\", \"X6\": \"-63\", \"X7\": \"-26\", \"X8\": \"32\", \"X9\": \"102\", \"X10\": \"167\", \"X11\": \"184\", \"X12\": \"159\", \"X13\": \"114\", \"X14\": \"80\", \"X15\": \"59\", \"X16\": \"44\", \"y\": \"0\", \"z_score\": 5.021865137256441}, {\"X1\": \"-15\", \"X2\": \"-18\", \"X3\": \"-9\", \"X4\": \"24\", \"X5\": \"44\", \"X6\": \"74\", \"X7\": \"101\", \"X8\": \"119\", \"X9\": \"146\", \"X10\": \"167\", \"X11\": \"179\", \"X12\": \"153\", \"X13\": \"104\", \"X14\": \"54\", \"X15\": \"24\", \"X16\": \"-9\", \"y\": \"0\", \"z_score\": 4.887966229720187}, {\"X1\": \"-120\", \"X2\": \"-144\", \"X3\": \"-143\", \"X4\": \"-127\", \"X5\": \"-101\", \"X6\": \"-65\", \"X7\": \"-16\", \"X8\": \"29\", \"X9\": \"76\", \"X10\": \"131\", \"X11\": \"178\", \"X12\": \"186\", \"X13\": \"152\", \"X14\": \"89\", \"X15\": \"20\", \"X16\": \"-31\", \"y\": \"0\", \"z_score\": 4.861186448212937}, {\"X1\": \"-34\", \"X2\": \"-79\", \"X3\": \"-92\", \"X4\": \"-77\", \"X5\": \"-34\", \"X6\": \"15\", \"X7\": \"68\", \"X8\": \"94\", \"X9\": \"123\", \"X10\": \"153\", \"X11\": \"168\", \"X12\": \"168\", \"X13\": \"149\", \"X14\": \"102\", \"X15\": \"18\", \"X16\": \"-79\", \"y\": \"0\", \"z_score\": 4.593388633140429}, {\"X1\": \"-64\", \"X2\": \"-59\", \"X3\": \"-40\", \"X4\": \"-20\", \"X5\": \"-5\", \"X6\": \"31\", \"X7\": \"62\", \"X8\": \"89\", \"X9\": \"143\", \"X10\": \"180\", \"X11\": \"167\", \"X12\": \"118\", \"X13\": \"71\", \"X14\": \"9\", \"X15\": \"-27\", \"X16\": \"-24\", \"y\": \"0\", \"z_score\": 4.566608851633179}, {\"X1\": \"57\", \"X2\": \"70\", \"X3\": \"57\", \"X4\": \"51\", \"X5\": \"50\", \"X6\": \"70\", \"X7\": \"96\", \"X8\": \"118\", \"X9\": \"147\", \"X10\": \"158\", \"X11\": \"166\", \"X12\": \"157\", \"X13\": \"115\", \"X14\": \"60\", \"X15\": \"15\", \"X16\": \"-6\", \"y\": \"0\", \"z_score\": 4.539829070125927}, {\"X1\": \"-24\", \"X2\": \"-44\", \"X3\": \"-64\", \"X4\": \"-68\", \"X5\": \"-62\", \"X6\": \"-41\", \"X7\": \"-24\", \"X8\": \"14\", \"X9\": \"39\", \"X10\": \"100\", \"X11\": \"161\", \"X12\": \"167\", \"X13\": \"119\", \"X14\": \"40\", \"X15\": \"-30\", \"X16\": \"-79\", \"y\": \"0\", \"z_score\": 4.405930162589674}, {\"X1\": \"-262\", \"X2\": \"-200\", \"X3\": \"-120\", \"X4\": \"-81\", \"X5\": \"-57\", \"X6\": \"10\", \"X7\": \"92\", \"X8\": \"157\", \"X9\": \"225\", \"X10\": \"221\", \"X11\": \"160\", \"X12\": \"88\", \"X13\": \"35\", \"X14\": \"2\", \"X15\": \"-81\", \"X16\": \"-118\", \"y\": \"0\", \"z_score\": 4.3791503810824235}, {\"X1\": \"32\", \"X2\": \"33\", \"X3\": \"36\", \"X4\": \"44\", \"X5\": \"53\", \"X6\": \"62\", \"X7\": \"83\", \"X8\": \"104\", \"X9\": \"137\", \"X10\": \"151\", \"X11\": \"158\", \"X12\": \"149\", \"X13\": \"118\", \"X14\": \"94\", \"X15\": \"73\", \"X16\": \"66\", \"y\": \"0\", \"z_score\": 4.325590818067922}, {\"X1\": \"113\", \"X2\": \"108\", \"X3\": \"100\", \"X4\": \"85\", \"X5\": \"78\", \"X6\": \"73\", \"X7\": \"83\", \"X8\": \"97\", \"X9\": \"123\", \"X10\": \"157\", \"X11\": \"158\", \"X12\": \"134\", \"X13\": \"92\", \"X14\": \"61\", \"X15\": \"47\", \"X16\": \"50\", \"y\": \"0\", \"z_score\": 4.325590818067922}, {\"X1\": \"-104\", \"X2\": \"-152\", \"X3\": \"-181\", \"X4\": \"-192\", \"X5\": \"-179\", \"X6\": \"-148\", \"X7\": \"-100\", \"X8\": \"-36\", \"X9\": \"30\", \"X10\": \"105\", \"X11\": \"153\", \"X12\": \"160\", \"X13\": \"135\", \"X14\": \"96\", \"X15\": \"45\", \"X16\": \"-13\", \"y\": \"0\", \"z_score\": 4.191691910531668}, {\"X1\": \"-103\", \"X2\": \"-147\", \"X3\": \"-188\", \"X4\": \"-197\", \"X5\": \"-157\", \"X6\": \"-78\", \"X7\": \"4\", \"X8\": \"80\", \"X9\": \"129\", \"X10\": \"155\", \"X11\": \"151\", \"X12\": \"125\", \"X13\": \"74\", \"X14\": \"20\", \"X15\": \"-28\", \"X16\": \"-88\", \"y\": \"0\", \"z_score\": 4.138132347517167}, {\"X1\": \"-20\", \"X2\": \"-102\", \"X3\": \"-190\", \"X4\": \"-257\", \"X5\": \"-262\", \"X6\": \"-212\", \"X7\": \"-108\", \"X8\": \"-4\", \"X9\": \"78\", \"X10\": \"127\", \"X11\": \"150\", \"X12\": \"151\", \"X13\": \"122\", \"X14\": \"75\", \"X15\": \"29\", \"X16\": \"-31\", \"y\": \"0\", \"z_score\": 4.111352566009916}, {\"X1\": \"-159\", \"X2\": \"-160\", \"X3\": \"-151\", \"X4\": \"-117\", \"X5\": \"-83\", \"X6\": \"-30\", \"X7\": \"13\", \"X8\": \"54\", \"X9\": \"97\", \"X10\": \"132\", \"X11\": \"149\", \"X12\": \"162\", \"X13\": \"164\", \"X14\": \"157\", \"X15\": \"133\", \"X16\": \"92\", \"y\": \"0\", \"z_score\": 4.084572784502665}, {\"X1\": \"-29\", \"X2\": \"-67\", \"X3\": \"-69\", \"X4\": \"-44\", \"X5\": \"-27\", \"X6\": \"16\", \"X7\": \"48\", \"X8\": \"39\", \"X9\": \"53\", \"X10\": \"91\", \"X11\": \"147\", \"X12\": \"130\", \"X13\": \"129\", \"X14\": \"116\", \"X15\": \"80\", \"X16\": \"53\", \"y\": \"0\", \"z_score\": 4.0310132214881635}, {\"X1\": \"130\", \"X2\": \"170\", \"X3\": \"136\", \"X4\": \"67\", \"X5\": \"63\", \"X6\": \"75\", \"X7\": \"62\", \"X8\": \"71\", \"X9\": \"113\", \"X10\": \"129\", \"X11\": \"147\", \"X12\": \"167\", \"X13\": \"167\", \"X14\": \"173\", \"X15\": \"174\", \"X16\": \"134\", \"y\": \"0\", \"z_score\": 4.0310132214881635}, {\"X1\": \"-143\", \"X2\": \"-213\", \"X3\": \"-242\", \"X4\": \"-226\", \"X5\": \"-185\", \"X6\": \"-121\", \"X7\": \"-50\", \"X8\": 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\"147\", \"X11\": \"139\", \"X12\": \"130\", \"X13\": \"112\", \"X14\": \"96\", \"X15\": \"93\", \"X16\": \"95\", \"y\": \"0\", \"z_score\": 3.8167749694301576}, {\"X1\": \"-135\", \"X2\": \"-173\", \"X3\": \"-185\", \"X4\": \"-176\", \"X5\": \"-141\", \"X6\": \"-88\", \"X7\": \"-11\", \"X8\": \"61\", \"X9\": \"120\", \"X10\": \"151\", \"X11\": \"139\", \"X12\": \"100\", \"X13\": \"41\", \"X14\": \"-7\", \"X15\": \"-54\", \"X16\": \"-91\", \"y\": \"0\", \"z_score\": 3.8167749694301576}, {\"X1\": \"-111\", \"X2\": \"-103\", \"X3\": \"-88\", \"X4\": \"-67\", \"X5\": \"-37\", \"X6\": \"14\", \"X7\": \"68\", \"X8\": \"125\", \"X9\": \"170\", \"X10\": \"178\", \"X11\": \"138\", \"X12\": \"56\", \"X13\": \"-30\", \"X14\": \"-103\", \"X15\": \"-149\", \"X16\": \"-168\", \"y\": \"0\", \"z_score\": 3.7899951879229072}, {\"X1\": \"-111\", \"X2\": \"-89\", \"X3\": \"-72\", \"X4\": \"-54\", \"X5\": \"-35\", \"X6\": \"-3\", \"X7\": \"43\", \"X8\": \"77\", \"X9\": \"110\", \"X10\": \"134\", \"X11\": \"137\", \"X12\": \"108\", \"X13\": \"53\", \"X14\": \"-13\", \"X15\": \"-72\", \"X16\": \"-105\", \"y\": \"0\", \"z_score\": 3.7632154064156564}, {\"X1\": \"-122\", \"X2\": \"-181\", \"X3\": \"-214\", \"X4\": \"-220\", \"X5\": \"-200\", \"X6\": \"-160\", \"X7\": \"-101\", \"X8\": \"-25\", \"X9\": \"35\", \"X10\": \"91\", \"X11\": \"136\", \"X12\": \"162\", \"X13\": \"153\", \"X14\": \"105\", \"X15\": \"37\", \"X16\": \"-57\", \"y\": \"0\", \"z_score\": 3.7364356249084056}, {\"X1\": \"0\", \"X2\": \"15\", \"X3\": \"20\", \"X4\": \"4\", \"X5\": \"23\", \"X6\": \"57\", \"X7\": \"29\", \"X8\": \"31\", \"X9\": \"73\", \"X10\": \"117\", \"X11\": \"133\", \"X12\": \"144\", \"X13\": \"169\", \"X14\": \"184\", \"X15\": \"200\", \"X16\": \"197\", \"y\": \"0\", \"z_score\": 3.6560962803866532}, {\"X1\": \"-58\", \"X2\": \"-85\", \"X3\": \"-94\", \"X4\": \"-83\", \"X5\": \"-56\", \"X6\": \"-18\", \"X7\": \"25\", \"X8\": \"65\", \"X9\": \"103\", \"X10\": \"128\", \"X11\": \"132\", \"X12\": \"117\", \"X13\": \"89\", \"X14\": \"65\", \"X15\": \"34\", \"X16\": \"7\", \"y\": \"0\", \"z_score\": 3.6293164988794024}, {\"X1\": \"-46\", \"X2\": \"-76\", \"X3\": \"-64\", \"X4\": \"-72\", \"X5\": \"-72\", \"X6\": \"-61\", \"X7\": \"-14\", \"X8\": \"29\", \"X9\": \"70\", \"X10\": \"128\", \"X11\": \"131\", \"X12\": \"118\", \"X13\": \"81\", \"X14\": \"50\", \"X15\": \"-6\", \"X16\": \"-34\", \"y\": \"0\", \"z_score\": 3.602536717372152}, {\"X1\": \"129\", \"X2\": \"90\", \"X3\": \"28\", \"X4\": \"13\", \"X5\": \"-9\", \"X6\": \"-3\", \"X7\": \"46\", \"X8\": \"101\", \"X9\": \"134\", \"X10\": \"151\", \"X11\": \"130\", \"X12\": \"83\", \"X13\": \"106\", \"X14\": \"99\", \"X15\": \"71\", \"X16\": \"58\", \"y\": \"0\", \"z_score\": 3.5757569358649013}, {\"X1\": \"-22\", \"X2\": \"-23\", \"X3\": \"-18\", \"X4\": \"0\", \"X5\": \"29\", \"X6\": \"70\", \"X7\": \"106\", \"X8\": \"147\", \"X9\": \"165\", \"X10\": \"158\", \"X11\": \"129\", \"X12\": \"93\", \"X13\": \"48\", \"X14\": \"5\", \"X15\": \"-18\", \"X16\": \"-31\", \"y\": \"0\", \"z_score\": 3.5489771543576505}, {\"X1\": \"49\", \"X2\": \"52\", \"X3\": \"72\", \"X4\": \"89\", \"X5\": \"103\", \"X6\": \"136\", \"X7\": \"173\", \"X8\": \"204\", \"X9\": \"203\", \"X10\": \"178\", \"X11\": \"129\", \"X12\": \"82\", \"X13\": \"58\", \"X14\": \"54\", \"X15\": \"56\", \"X16\": \"54\", \"y\": \"0\", \"z_score\": 3.5489771543576505}, {\"X1\": \"-71\", \"X2\": \"-63\", \"X3\": \"-63\", \"X4\": \"-74\", \"X5\": \"-94\", \"X6\": \"-116\", \"X7\": \"-105\", \"X8\": \"-57\", \"X9\": \"16\", \"X10\": \"87\", \"X11\": \"129\", \"X12\": \"145\", \"X13\": \"128\", \"X14\": \"79\", \"X15\": \"18\", \"X16\": \"-51\", \"y\": \"0\", \"z_score\": 3.5489771543576505}, {\"X1\": \"120\", \"X2\": \"50\", \"X3\": \"-15\", \"X4\": \"-64\", \"X5\": \"-105\", \"X6\": \"-111\", \"X7\": \"-73\", \"X8\": \"-7\", \"X9\": \"49\", \"X10\": \"110\", \"X11\": \"128\", \"X12\": \"96\", \"X13\": \"65\", \"X14\": \"33\", \"X15\": \"-2\", \"X16\": \"-24\", \"y\": \"0\", \"z_score\": 3.5221973728503997}, {\"X1\": \"-17\", \"X2\": \"-4\", \"X3\": \"15\", \"X4\": \"29\", \"X5\": \"50\", \"X6\": \"71\", \"X7\": \"99\", \"X8\": \"122\", \"X9\": \"149\", \"X10\": \"152\", \"X11\": \"127\", \"X12\": \"98\", \"X13\": \"81\", \"X14\": \"79\", \"X15\": \"72\", \"X16\": \"61\", \"y\": \"0\", \"z_score\": 3.495417591343149}, {\"X1\": \"119\", \"X2\": \"92\", \"X3\": \"69\", \"X4\": \"84\", \"X5\": \"96\", \"X6\": \"99\", \"X7\": \"102\", \"X8\": \"128\", \"X9\": \"134\", \"X10\": \"131\", \"X11\": \"126\", \"X12\": \"93\", \"X13\": \"28\", \"X14\": \"-6\", \"X15\": \"1\", \"X16\": \"-28\", \"y\": \"0\", \"z_score\": 3.468637809835898}, {\"X1\": \"-144\", \"X2\": \"-167\", \"X3\": \"-169\", \"X4\": \"-147\", \"X5\": \"-114\", \"X6\": \"-74\", \"X7\": \"-25\", \"X8\": \"30\", \"X9\": \"83\", \"X10\": \"113\", \"X11\": \"126\", \"X12\": \"105\", \"X13\": \"55\", \"X14\": \"-5\", \"X15\": \"-54\", \"X16\": \"-99\", \"y\": \"0\", \"z_score\": 3.468637809835898}, {\"X1\": \"-91\", \"X2\": \"-132\", \"X3\": \"-146\", \"X4\": \"-144\", \"X5\": \"-136\", \"X6\": \"-117\", \"X7\": \"-83\", \"X8\": \"-20\", \"X9\": \"44\", \"X10\": \"104\", \"X11\": \"126\", \"X12\": \"114\", \"X13\": \"84\", \"X14\": \"38\", \"X15\": \"-22\", \"X16\": \"-100\", \"y\": \"0\", \"z_score\": 3.468637809835898}, {\"X1\": \"-64\", \"X2\": \"-64\", \"X3\": \"-69\", \"X4\": \"-1\", \"X5\": \"14\", \"X6\": \"22\", \"X7\": \"0\", \"X8\": \"55\", \"X9\": \"67\", \"X10\": \"107\", \"X11\": \"125\", \"X12\": \"77\", \"X13\": \"34\", \"X14\": \"-43\", \"X15\": \"-103\", \"X16\": \"-120\", \"y\": \"0\", \"z_score\": 3.4418580283286473}, {\"X1\": \"-83\", \"X2\": \"-69\", \"X3\": \"-43\", \"X4\": \"-25\", \"X5\": \"-1\", \"X6\": \"38\", \"X7\": \"89\", \"X8\": \"133\", \"X9\": \"153\", \"X10\": \"153\", \"X11\": \"124\", \"X12\": \"74\", \"X13\": \"17\", \"X14\": \"-25\", \"X15\": \"-46\", \"X16\": \"-53\", \"y\": \"0\", \"z_score\": 3.415078246821397}, {\"X1\": \"-106\", \"X2\": \"-114\", \"X3\": \"-113\", \"X4\": \"-115\", \"X5\": \"-108\", \"X6\": \"-85\", \"X7\": \"-45\", \"X8\": \"6\", \"X9\": \"61\", \"X10\": \"108\", \"X11\": \"124\", \"X12\": \"118\", \"X13\": \"85\", \"X14\": \"36\", \"X15\": \"-18\", \"X16\": \"-52\", \"y\": \"0\", \"z_score\": 3.415078246821397}, {\"X1\": \"-108\", \"X2\": \"-184\", \"X3\": \"-220\", \"X4\": \"-221\", \"X5\": \"-191\", \"X6\": \"-147\", \"X7\": \"-90\", \"X8\": \"-36\", \"X9\": \"31\", \"X10\": \"95\", \"X11\": \"124\", \"X12\": \"121\", \"X13\": \"66\", \"X14\": \"7\", \"X15\": \"-59\", \"X16\": \"-112\", \"y\": \"0\", \"z_score\": 3.415078246821397}, {\"X1\": \"-120\", \"X2\": \"-120\", \"X3\": \"-81\", \"X4\": \"-29\", \"X5\": \"18\", \"X6\": \"40\", \"X7\": \"54\", \"X8\": \"57\", \"X9\": \"71\", \"X10\": \"97\", \"X11\": \"124\", \"X12\": \"135\", \"X13\": \"114\", \"X14\": \"62\", \"X15\": \"-11\", \"X16\": \"-98\", \"y\": \"0\", \"z_score\": 3.415078246821397}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.8}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ea61acf7033208ca623f49866be614d79ab7885 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:13.874127+00:00", + "ended_at": "2026-05-04T09:50:29.865978+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_46e07c6a3f644911", + "problem_id": "v2p_n6_4645288658d60294", + "dataset_id": "n6", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X11.", + "bindings": { + "measure_col": "X11", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_46e07c6a3f644911.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_46e07c6a3f644911", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 336, + "total_tokens": 23153, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 255, + "estimated_total_tokens": 2981, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15939.34, + "sql_execution_elapsed_ms_total": 13.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_46e07c6a3f644911\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b43c348cdd6f97e4b380e9e2cf34f1ee23184e41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:50:29.840468+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15939.34, "started_at": "2026-05-04T09:50:13.877958+00:00", "ended_at": "2026-05-04T09:50:29.816958+00:00", "prompt_metrics": {"chars": 8686, "bytes_utf8": 8686, "lines": 298, "estimated_tokens": 2726}, "response_metrics": {"chars": 742, "bytes_utf8": 742, "lines": 1, "estimated_tokens": 255}, "usage": {"input_tokens": 22817, "cached_input_tokens": 21888, "output_tokens": 336}, "stderr_preview": "2026-05-04T09:50:14.082796Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:50:16.425875Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY CAST(\\\"X11\\\" AS REAL) DESC;\",\"notes\":\"Adapted the planned z-score outlier template for SQLite by replacing unsupported STDDEV with sqrt(avg(x*x) - avg(x)^2) and casting TEXT column \\\"X11\\\" to REAL.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0ad11ad1e3ed13b78384bcc240d8a6236575b6fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_46e07c6a3f644911/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_46e07c6a3f644911", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 336, + "total_tokens": 23153, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 255, + "estimated_total_tokens": 2981, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15939.34, + "sql_execution_elapsed_ms_total": 13.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_46e07c6a3f644911\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bcc282ba8204781b854a32d0fdfec90bb11aa64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8610, "bytes_utf8": 8610, "lines": 302, "estimated_tokens": 2690}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22779, "cached_input_tokens": 19840, "output_tokens": 212}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..372f38f18217095628242a66d679ef0261a6b6d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_49684e3095fa8391", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 19840, + "output_tokens": 212, + "total_tokens": 22991, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12210.16, + "sql_execution_elapsed_ms_total": 6.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_49684e3095fa8391\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..909ed78a8072908b41e726fec137846d31763bee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:21:44.453773+00:00", + "ended_at": "2026-05-04T09:21:56.664034+00:00", + "elapsed_ms": 12210.16, + "prompt_metrics": { + "chars": 8610, + "bytes_utf8": 8610, + "lines": 302, + "estimated_tokens": 2690 + }, + "stdout_metrics": { + "chars": 732, + "bytes_utf8": 732, + "lines": 4, + "estimated_tokens": 224 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13190 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 402, + "bytes_utf8": 402, + "lines": 1, + "estimated_tokens": 113 + }, + "usage": { + "input_tokens": 22779, + "cached_input_tokens": 19840, + "output_tokens": 212 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d760282cf2ebac72b4de5d195ee471071b6e09c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X3", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..39e50dcde8630c1b5e782be91985e6a021972f83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-26bf-7da2-b866-79e5e1df27a2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X3\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Applied the planned Filtered Top-k Group Count template with group_col=\\\"y\\\" and predicate on \\\"X3\\\" >= 5.0. Used CAST(\\\"X3\\\" AS REAL) because the SQLite schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22779,"cached_input_tokens":19840,"output_tokens":212}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8685e14590054fd2567e9f53ce5e18c1195f654 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X3\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 13;","notes":"Applied the planned Filtered Top-k Group Count template with group_col=\"y\" and predicate on \"X3\" >= 5.0. Used CAST(\"X3\" AS REAL) because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab7410fc7957841b7115eced249709bc97f3edaf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:44.694368Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:47.006853Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:55.827453Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..52c11b03611939d2827e611affa3c0c007076b7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y. +Result preview: [{"y": "0", "support": 792}, {"y": "1", "support": 678}, {"y": "3", "support": 463}, {"y": "2", "support": 280}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9e20bfd25167edf0bfd99b4cbb7147a3941cf0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_49684e3095fa8391 +-- problem_id: v2p_n6_15d49e8f7fcd829b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X3" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f65541ec767b793de8b6061fc5f82cb86e1028c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X3\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X3\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 792}, {\"y\": \"1\", \"support\": 678}, {\"y\": \"3\", \"support\": 463}, {\"y\": \"2\", \"support\": 280}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.68}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4fe5716a5a92fde692bb5a79f938a0944a10281e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:21:44.450779+00:00", + "ended_at": "2026-05-04T09:21:56.705468+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_49684e3095fa8391", + "problem_id": "v2p_n6_15d49e8f7fcd829b", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X3", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_49684e3095fa8391.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_49684e3095fa8391", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 19840, + "output_tokens": 212, + "total_tokens": 22991, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12210.16, + "sql_execution_elapsed_ms_total": 6.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_49684e3095fa8391\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f221e785234abeb5ddd36de8e5c24e662d20d326 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:56.688977+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12210.16, "started_at": "2026-05-04T09:21:44.453773+00:00", "ended_at": "2026-05-04T09:21:56.664034+00:00", "prompt_metrics": {"chars": 8610, "bytes_utf8": 8610, "lines": 302, "estimated_tokens": 2690}, "response_metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22779, "cached_input_tokens": 19840, "output_tokens": 212}, "stderr_preview": "2026-05-04T09:21:44.694368Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:47.006853Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Applied the planned Filtered Top-k Group Count template with group_col=\\\"y\\\" and predicate on \\\"X3\\\" >= 5.0. Used CAST(\\\"X3\\\" AS REAL) because the SQLite schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bee58de44e4525a2697223516fbd61379d10b7a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_49684e3095fa8391/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_49684e3095fa8391", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 19840, + "output_tokens": 212, + "total_tokens": 22991, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12210.16, + "sql_execution_elapsed_ms_total": 6.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_49684e3095fa8391\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..622b8c58f49f10059a23f9bcb5d98a0f0e7ba4d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8704, "bytes_utf8": 8704, "lines": 302, "estimated_tokens": 2714}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 499, "bytes_utf8": 499, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22803, "cached_input_tokens": 21888, "output_tokens": 185}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c967f40eda03b82b9835c02078f7438c5edc8235 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4af32e5ead85b1b8", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 21888, + "output_tokens": 185, + "total_tokens": 22988, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2847, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13805.87, + "sql_execution_elapsed_ms_total": 6.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_4af32e5ead85b1b8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..88422705fd63f39a142e76d75f9f7ab58c4d5dd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:25:10.530649+00:00", + "ended_at": "2026-05-04T09:25:24.336794+00:00", + "elapsed_ms": 13805.87, + "prompt_metrics": { + "chars": 8704, + "bytes_utf8": 8704, + "lines": 302, + "estimated_tokens": 2714 + }, + "stdout_metrics": { + "chars": 839, + "bytes_utf8": 839, + "lines": 4, + "estimated_tokens": 249 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13167 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 499, + "bytes_utf8": 499, + "lines": 1, + "estimated_tokens": 133 + }, + "usage": { + "input_tokens": 22803, + "cached_input_tokens": 21888, + "output_tokens": 185 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a18ba690dd7ee3dab9c944bed5a4d70d077bc616 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "entity_col": "X2", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bc7c4a1ec8fec706371304b0e643bd8293f50c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-4bb7-7553-ace6-cdc63a889edf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X2\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X2\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X2\\\", and entity_col=\\\"X2\\\". CAST(\\\"X2\\\" AS REAL) ensures SQLite computes AVG numerically even though the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":21888,"output_tokens":185}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b21dd292db17c6c2c279f5cbf5243210fb2fedb0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X2\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X2\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X2\", and entity_col=\"X2\". CAST(\"X2\" AS REAL) ensures SQLite computes AVG numerically even though the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a449936453b5bcb07cdd012f4aa8879628c2778 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:25:10.763292Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:25:13.079728Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:25:23.659856Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..154cee240cd06c9241fbf8484dfab7d7dc8771b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X2. +Result preview: [{"y": "3", "support": 2000, "avg_measure": -0.1775, "distinct_entities": 72}, {"y": "2", "support": 2000, "avg_measure": 0.1225, "distinct_entities": 43}, {"y": "1", "support": 2000, "avg_measure": 3.6315, "distinct_entities": 81}, {"y": "0", "support": 2000, "avg_measure": -12.334, "distinct_entities": 348}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e61a15c8d9f63acd27d273c31dad7310f4e1a926 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_4af32e5ead85b1b8 +-- problem_id: v2p_n6_3f6c17ca38d4e4b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X2" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X2") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ec1b7ec66f393b82c6d5b3be7985117d274c623 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X2\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X2\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X2\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X2\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": -0.1775, \"distinct_entities\": 72}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": 0.1225, \"distinct_entities\": 43}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": 3.6315, \"distinct_entities\": 81}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -12.334, \"distinct_entities\": 348}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.89}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..327a3bc3e2bcfb1de4ba05c531541bb3967e95af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:25:10.527390+00:00", + "ended_at": "2026-05-04T09:25:24.372446+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_4af32e5ead85b1b8", + "problem_id": "v2p_n6_3f6c17ca38d4e4b3", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X2.", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "entity_col": "X2", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_4af32e5ead85b1b8.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4af32e5ead85b1b8", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 21888, + "output_tokens": 185, + "total_tokens": 22988, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2847, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13805.87, + "sql_execution_elapsed_ms_total": 6.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_4af32e5ead85b1b8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9df9ce50cedb2ba181bc02ad005c37a05f6625dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4af32e5ead85b1b8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:25:24.357041+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13805.87, "started_at": "2026-05-04T09:25:10.530649+00:00", "ended_at": "2026-05-04T09:25:24.336794+00:00", "prompt_metrics": {"chars": 8704, "bytes_utf8": 8704, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 499, "bytes_utf8": 499, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22803, "cached_input_tokens": 21888, "output_tokens": 185}, "stderr_preview": "2026-05-04T09:25:10.763292Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:25:13.079728Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc89b10074f4f00ff1a2e92d23bc9ebe605e4c97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-bf45-7ad0-9e32-27dae4620208"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X6\\\" AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", \\\"total_measure\\\"\\nFROM \\\"grouped\\\"\\nWHERE \\\"total_measure\\\" = (SELECT MAX(\\\"total_measure\\\") FROM \\\"grouped\\\")\\nORDER BY \\\"y\\\";\",\"notes\":\"Used the planned Max Aggregate Winner Selection template with group_col=\\\"y\\\" and measure_col=\\\"X6\\\". CAST(\\\"X6\\\" AS REAL) is applied because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22804,"cached_input_tokens":21888,"output_tokens":207}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..afdf753b5720e1eedbb615a95b1f038bc3f4db1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH \"grouped\" AS (\n SELECT \"y\", SUM(CAST(\"X6\" AS REAL)) AS \"total_measure\"\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", \"total_measure\"\nFROM \"grouped\"\nWHERE \"total_measure\" = (SELECT MAX(\"total_measure\") FROM \"grouped\")\nORDER BY \"y\";","notes":"Used the planned Max Aggregate Winner Selection template with group_col=\"y\" and measure_col=\"X6\". CAST(\"X6\" AS REAL) is applied because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00cb4b542792d70748f219d562fcb30ce597b94b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:32:13.569678Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:15.917925Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:32:24.466870Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ca894506f0d01cc209e5fb7002df2c0bb969671 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6. +Result preview: [{"y": "1", "total_measure": 5409.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a93d620df192690f05ba0ac584a0bbb59445c543 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_4bf48246b47bec4a +-- problem_id: v2p_n6_996ee30dc99b66df +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "y", SUM(CAST("X6" AS REAL)) AS "total_measure" + FROM "n6" + GROUP BY "y" +) +SELECT "y", "total_measure" +FROM "grouped" +WHERE "total_measure" = (SELECT MAX("total_measure") FROM "grouped") +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..226e85c12eea75075da4baea66519e014c0b9b8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH \"grouped\" AS (\n SELECT \"y\", SUM(CAST(\"X6\" AS REAL)) AS \"total_measure\"\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", \"total_measure\"\nFROM \"grouped\"\nWHERE \"total_measure\" = (SELECT MAX(\"total_measure\") FROM \"grouped\")\nORDER BY \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X6\\\" AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", \\\"total_measure\\\"\\nFROM \\\"grouped\\\"\\nWHERE \\\"total_measure\\\" = (SELECT MAX(\\\"total_measure\\\") FROM \\\"grouped\\\")\\nORDER BY \\\"y\\\";\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 5409.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.86}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..28b69474ebb513a732fc0d28557e15ee657f8a3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:32:13.376732+00:00", + "ended_at": "2026-05-04T09:32:25.345341+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_4bf48246b47bec4a", + "problem_id": "v2p_n6_996ee30dc99b66df", + "dataset_id": "n6", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_4bf48246b47bec4a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4bf48246b47bec4a", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 207, + "total_tokens": 23011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 147, + "estimated_total_tokens": 2862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11933.01, + "sql_execution_elapsed_ms_total": 4.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_4bf48246b47bec4a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ec36cf42bfb6b84640186314ce01752b39f915a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4bf48246b47bec4a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:32:25.332327+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11933.01, "started_at": "2026-05-04T09:32:13.379983+00:00", "ended_at": "2026-05-04T09:32:25.312799+00:00", "prompt_metrics": {"chars": 8741, "bytes_utf8": 8741, "lines": 300, "estimated_tokens": 2715}, "response_metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": 147}, "usage": {"input_tokens": 22804, "cached_input_tokens": 21888, "output_tokens": 207}, "stderr_preview": "2026-05-04T09:32:13.569678Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:32:15.917925Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4d6230893aae8890/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4d6230893aae8890/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..064527438c910018fcfac9f095a51f83c9a063e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4d6230893aae8890/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_4d6230893aae8890\n-- problem_id: v2p_n6_c8e36e958092a727\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X10\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X10\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_4d6230893aae8890\\n-- problem_id: v2p_n6_c8e36e958092a727\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X10\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X10\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X10\", \"support\", \"avg_response\"], \"rows\": [{\"X10\": \"1\", \"support\": 298, \"avg_response\": 0.2483221476510067}, {\"X10\": \"-1\", \"support\": 286, \"avg_response\": 0.9300699300699301}, {\"X10\": \"-2\", \"support\": 286, \"avg_response\": 0.8041958041958042}, {\"X10\": \"2\", \"support\": 276, \"avg_response\": 1.2463768115942029}, {\"X10\": \"-3\", \"support\": 264, \"avg_response\": -0.125}, {\"X10\": \"3\", \"support\": 257, \"avg_response\": 0.7237354085603113}, {\"X10\": \"5\", \"support\": 254, \"avg_response\": 0.7913385826771654}, {\"X10\": \"4\", \"support\": 251, \"avg_response\": 0.4063745019920319}, {\"X10\": \"-4\", \"support\": 251, \"avg_response\": -1.2430278884462151}, {\"X10\": \"6\", \"support\": 231, \"avg_response\": 0.8138528138528138}, {\"X10\": \"-5\", \"support\": 228, \"avg_response\": -2.675438596491228}, {\"X10\": \"7\", \"support\": 225, \"avg_response\": 1.2044444444444444}, {\"X10\": \"0\", \"support\": 214, \"avg_response\": 2.107476635514019}, {\"X10\": \"8\", \"support\": 205, \"avg_response\": 3.151219512195122}, {\"X10\": \"-6\", \"support\": 188, \"avg_response\": -0.7978723404255319}, {\"X10\": \"-7\", \"support\": 184, \"avg_response\": 0.6630434782608695}, {\"X10\": \"-8\", \"support\": 176, \"avg_response\": -1.6363636363636365}, {\"X10\": \"-9\", \"support\": 151, \"avg_response\": 0.039735099337748346}, {\"X10\": \"10\", \"support\": 137, \"avg_response\": 4.065693430656935}, {\"X10\": \"9\", \"support\": 137, \"avg_response\": 3.2335766423357666}, {\"X10\": \"11\", \"support\": 127, \"avg_response\": 4.519685039370079}, {\"X10\": \"12\", \"support\": 127, \"avg_response\": 4.362204724409449}, {\"X10\": \"13\", \"support\": 123, \"avg_response\": 8.073170731707316}, {\"X10\": \"-12\", \"support\": 113, \"avg_response\": -3.079646017699115}, {\"X10\": \"-10\", \"support\": 110, \"avg_response\": -0.7727272727272727}, {\"X10\": \"-13\", \"support\": 97, \"avg_response\": 2.6288659793814433}, {\"X10\": \"-11\", \"support\": 97, \"avg_response\": -2.443298969072165}, {\"X10\": \"14\", \"support\": 93, \"avg_response\": 8.24731182795699}, {\"X10\": \"-14\", \"support\": 80, \"avg_response\": -4.65}, {\"X10\": \"16\", \"support\": 63, \"avg_response\": 10.555555555555555}, {\"X10\": \"17\", \"support\": 62, \"avg_response\": 11.338709677419354}, {\"X10\": \"-16\", \"support\": 60, \"avg_response\": 0.23333333333333334}, {\"X10\": \"23\", \"support\": 54, \"avg_response\": 6.833333333333333}, {\"X10\": \"18\", \"support\": 54, \"avg_response\": 6.425925925925926}, {\"X10\": \"15\", \"support\": 52, \"avg_response\": 9.0}, {\"X10\": \"-17\", \"support\": 51, \"avg_response\": -3.3137254901960786}, {\"X10\": \"-15\", \"support\": 50, \"avg_response\": -7.9}, {\"X10\": \"19\", \"support\": 46, \"avg_response\": 2.630434782608696}, {\"X10\": \"20\", \"support\": 42, \"avg_response\": 6.4523809523809526}, {\"X10\": \"-18\", \"support\": 42, \"avg_response\": -14.619047619047619}, {\"X10\": \"22\", \"support\": 40, \"avg_response\": 6.65}, {\"X10\": \"24\", \"support\": 39, \"avg_response\": 10.64102564102564}, {\"X10\": \"-22\", \"support\": 35, \"avg_response\": 1.7714285714285714}, {\"X10\": \"-19\", \"support\": 35, \"avg_response\": -3.942857142857143}, {\"X10\": \"21\", \"support\": 33, \"avg_response\": 10.757575757575758}, {\"X10\": \"27\", \"support\": 33, \"avg_response\": 8.454545454545455}, {\"X10\": \"25\", \"support\": 31, \"avg_response\": 8.935483870967742}, {\"X10\": \"-25\", \"support\": 31, \"avg_response\": -14.580645161290322}, {\"X10\": \"-20\", \"support\": 29, \"avg_response\": -3.8275862068965516}, {\"X10\": \"26\", \"support\": 28, \"avg_response\": -0.42857142857142855}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4d6230893aae8890/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4d6230893aae8890/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e739747f194b8c63f710ad3d40d2fc93dbf2c9a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4d6230893aae8890/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.326110+00:00", + "ended_at": "2026-05-04T09:50:30.337240+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_4d6230893aae8890", + "problem_id": "v2p_n6_c8e36e958092a727", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X10.", + "bindings": { + "key_col": "X10", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=33", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 33, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_4d6230893aae8890.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4d6230893aae8890/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4d6230893aae8890/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4d6230893aae8890/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6922969434d8cd4dea1e53d217ccb84f5b63ee7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8505, "bytes_utf8": 8505, "lines": 300, "estimated_tokens": 2650}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22741, "cached_input_tokens": 21888, "output_tokens": 126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c87b5c129305ed5225c6da5fa7f686fbc0442cf8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4e0aafde0d26f09d", + "api_calls": 0, + "input_tokens": 22741, + "cached_input_tokens": 21888, + "output_tokens": 126, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2650, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2746, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11036.28, + "sql_execution_elapsed_ms_total": 24.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_4e0aafde0d26f09d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ccb2e26c498c2e5f31a814f7e9cda6a26d933ea4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:08:17.045820+00:00", + "ended_at": "2026-05-04T09:08:28.079706+00:00", + "elapsed_ms": 11036.28, + "prompt_metrics": { + "chars": 8505, + "bytes_utf8": 8505, + "lines": 300, + "estimated_tokens": 2650 + }, + "stdout_metrics": { + "chars": 702, + "bytes_utf8": 702, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 374, + "bytes_utf8": 374, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22741, + "cached_input_tokens": 21888, + "output_tokens": 126 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c22a31faae9acee1a8115fc3ce66d8aed3abab27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..03df593ebfb9bdbf0ce67eb64a2bbbf84f1c897a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-d485-7a73-b2e9-b9709b59a27f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X1\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X1\\\". Cast \\\"X1\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22741,"cached_input_tokens":21888,"output_tokens":126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..580895e5be3e488fcfa6f206726c3eabaaf81c1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X1\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col=\"y\" and measure_col=\"X1\". Cast \"X1\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4af0aa77e40ef1d49a11beff4679cc245c569a3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:08:17.205851Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:08:19.677131Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:08:27.453073Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecee3783d9c35d7f75ca5fa2196ad18a55e2db70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X1. +Result preview: [{"y": "1", "avg_measure": 7.0595}, {"y": "3", "avg_measure": 0.5815}, {"y": "2", "avg_measure": -0.738}, {"y": "0", "avg_measure": -12.8645}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f5eb424a8b0fbfe5392d3208d53ebef64ccbc05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_4e0aafde0d26f09d +-- problem_id: v2p_n6_90d90c84c3f6f835 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X1" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c650d19deb50eab52ee69185f4646eba6aeab2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X1\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X1\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 7.0595}, {\"y\": \"3\", \"avg_measure\": 0.5815}, {\"y\": \"2\", \"avg_measure\": -0.738}, {\"y\": \"0\", \"avg_measure\": -12.8645}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..22ce5c75c666fea8d33b73ee7cb86b12609104a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:08:17.043495+00:00", + "ended_at": "2026-05-04T09:08:28.140416+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_4e0aafde0d26f09d", + "problem_id": "v2p_n6_90d90c84c3f6f835", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X1.", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_4e0aafde0d26f09d.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4e0aafde0d26f09d", + "api_calls": 0, + "input_tokens": 22741, + "cached_input_tokens": 21888, + "output_tokens": 126, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2650, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2746, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11036.28, + "sql_execution_elapsed_ms_total": 24.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_4e0aafde0d26f09d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca2bed5bb29db1fdbd93ca2f98ee6df0eed27fd0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e0aafde0d26f09d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:08:28.104275+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11036.28, "started_at": "2026-05-04T09:08:17.045820+00:00", "ended_at": "2026-05-04T09:08:28.079706+00:00", "prompt_metrics": {"chars": 8505, "bytes_utf8": 8505, "lines": 300, "estimated_tokens": 2650}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22741, "cached_input_tokens": 21888, "output_tokens": 126}, "stderr_preview": "2026-05-04T09:08:17.205851Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:08:19.677131Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69b1916d44a9283e24f56fe72646a3a55e88c61d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25f-9d81-77a3-8016-69a06b3bf0b4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X9\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the requested template with group_col=\\\"y\\\" and measure_col=\\\"X9\\\". Cast \\\"X9\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22772,"cached_input_tokens":21888,"output_tokens":154}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36054753cb62f5fdbdbe2ec2f625a6d77f6bb1c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X9\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the requested template with group_col=\"y\" and measure_col=\"X9\". Cast \"X9\" from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b383e7e82f205bbf977ab0a93e794a61b77587d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:44:05.831992Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:44:08.645048Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:44:18.745858Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a163017e5ae6a0741a7af2f9cef860987e531194 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "1", "total_measure": 13265.0}, {"y": "3", "total_measure": 455.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cdb77d4109b3ac0274d84c4accb029e34dd36eb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_4e2aa2e60803ef3c +-- problem_id: v2p_n6_730d0b13c75fd148 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X9" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d650f18631b11159e75250a78e77a307c70787e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X9\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X9\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 13265.0}, {\"y\": \"3\", \"total_measure\": 455.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7782f58e351ac85c21217a65babd29953a34abb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:44:05.614892+00:00", + "ended_at": "2026-05-04T09:44:20.049010+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_4e2aa2e60803ef3c", + "problem_id": "v2p_n6_730d0b13c75fd148", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_4e2aa2e60803ef3c.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4e2aa2e60803ef3c", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 154, + "total_tokens": 22926, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2793, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14397.65, + "sql_execution_elapsed_ms_total": 5.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_4e2aa2e60803ef3c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00c8e2c8880dd75dc7e99c50ab24bb2cfdcbffe4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:44:20.035704+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14397.65, "started_at": "2026-05-04T09:44:05.618519+00:00", "ended_at": "2026-05-04T09:44:20.016503+00:00", "prompt_metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2683}, "response_metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 154}, "stderr_preview": "2026-05-04T09:44:05.831992Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:44:08.645048Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5.0\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the requested template with group_col=\\\"y\\\" and measure_col=\\\"X9\\\". Cast \\\"X9\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f343732b0a0cd63ef701ab4522546444f380f90c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e2aa2e60803ef3c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4e2aa2e60803ef3c", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 154, + "total_tokens": 22926, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2793, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14397.65, + "sql_execution_elapsed_ms_total": 5.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_4e2aa2e60803ef3c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc3e69eb6ed39e97d5854ee853cd63c0d2f86b1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8603, "bytes_utf8": 8603, "lines": 298, "estimated_tokens": 2694}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 150}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 212}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d5e7dfcd1169cb0445dc8216b1e8f807a320310b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4e96ffdf4643d7ef", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 212, + "total_tokens": 22997, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 150, + "estimated_total_tokens": 2844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12483.09, + "sql_execution_elapsed_ms_total": 20.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_4e96ffdf4643d7ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f86fc8c428d546f8f68715640f1d4815069d10fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:43:07.621023+00:00", + "ended_at": "2026-05-04T09:43:20.104154+00:00", + "elapsed_ms": 12483.09, + "prompt_metrics": { + "chars": 8603, + "bytes_utf8": 8603, + "lines": 298, + "estimated_tokens": 2694 + }, + "stdout_metrics": { + "chars": 862, + "bytes_utf8": 862, + "lines": 4, + "estimated_tokens": 272 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13245 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 509, + "bytes_utf8": 509, + "lines": 1, + "estimated_tokens": 150 + }, + "usage": { + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 212 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bf0c8e62a9fc4081a37cfc8dd268a5ff8099906 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X2.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X2", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b55720060c01a7761491754d41044f2edd32d71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25e-bae5-7100-b74e-67c7c7584e56"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"X2\\\" AS REAL) AS \\\"X2\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X2\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X2\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"X2\\\" DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"X2\\\". CAST to REAL was added because the schema stores \\\"X2\\\" as TEXT, and numeric ordering is needed for tail slicing.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22785,"cached_input_tokens":21888,"output_tokens":212}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f53bffd38e57de6c16c20c74d8dd05b0aa465895 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"X2\" AS REAL) AS \"X2\",\n NTILE(10) OVER (ORDER BY CAST(\"X2\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n6\"\n)\nSELECT \"X2\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"X2\" DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"X2\". CAST to REAL was added because the schema stores \"X2\" as TEXT, and numeric ordering is needed for tail slicing."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b68728aa7a64c35a0a5f30819d34b78c4d21d80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:43:07.813713Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:43:10.156851Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:43:19.578118Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..71673c306c7e7cfcda5c70eca6e622d187f974d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X2. +Result preview: [{"X2": 261.0}, {"X2": 241.0}, {"X2": 237.0}, {"X2": 218.0}, {"X2": 216.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..56389239068b431309fd42e12c421ba826843781 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_4e96ffdf4643d7ef +-- problem_id: v2p_n6_4076fb03ad89d1f4 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("X2" AS REAL) AS "X2", + NTILE(10) OVER (ORDER BY CAST("X2" AS REAL) DESC) AS "tail_bucket" + FROM "n6" +) +SELECT "X2" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "X2" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32ce2e22412306360cb513721fab6b158d10038f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"X2\" AS REAL) AS \"X2\",\n NTILE(10) OVER (ORDER BY CAST(\"X2\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n6\"\n)\nSELECT \"X2\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"X2\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"X2\\\" AS REAL) AS \\\"X2\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X2\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X2\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"X2\\\" DESC;\", \"columns\": [\"X2\"], \"rows\": [{\"X2\": 261.0}, {\"X2\": 241.0}, {\"X2\": 237.0}, {\"X2\": 218.0}, {\"X2\": 216.0}, {\"X2\": 205.0}, {\"X2\": 203.0}, {\"X2\": 201.0}, {\"X2\": 196.0}, {\"X2\": 187.0}, {\"X2\": 185.0}, {\"X2\": 183.0}, {\"X2\": 181.0}, {\"X2\": 175.0}, {\"X2\": 170.0}, {\"X2\": 170.0}, {\"X2\": 164.0}, {\"X2\": 163.0}, {\"X2\": 162.0}, {\"X2\": 159.0}, {\"X2\": 158.0}, {\"X2\": 155.0}, {\"X2\": 151.0}, {\"X2\": 150.0}, {\"X2\": 150.0}, {\"X2\": 150.0}, {\"X2\": 149.0}, {\"X2\": 149.0}, {\"X2\": 147.0}, {\"X2\": 145.0}, {\"X2\": 143.0}, {\"X2\": 142.0}, {\"X2\": 142.0}, {\"X2\": 140.0}, {\"X2\": 139.0}, {\"X2\": 138.0}, {\"X2\": 137.0}, {\"X2\": 135.0}, {\"X2\": 133.0}, {\"X2\": 133.0}, {\"X2\": 131.0}, {\"X2\": 130.0}, {\"X2\": 130.0}, {\"X2\": 130.0}, {\"X2\": 129.0}, {\"X2\": 128.0}, {\"X2\": 126.0}, {\"X2\": 126.0}, {\"X2\": 126.0}, {\"X2\": 125.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7b6f01b01c943fb905b7d08f239cce3ded91d8b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:43:07.618291+00:00", + "ended_at": "2026-05-04T09:43:20.151442+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_4e96ffdf4643d7ef", + "problem_id": "v2p_n6_4076fb03ad89d1f4", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X2.", + "bindings": { + "measure_col": "X2", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_4e96ffdf4643d7ef.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4e96ffdf4643d7ef", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 212, + "total_tokens": 22997, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 150, + "estimated_total_tokens": 2844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12483.09, + "sql_execution_elapsed_ms_total": 20.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_4e96ffdf4643d7ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3eb852a035e4a532cfc147fe3a30acdd2edd247 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:43:20.122309+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12483.09, "started_at": "2026-05-04T09:43:07.621023+00:00", "ended_at": "2026-05-04T09:43:20.104154+00:00", "prompt_metrics": {"chars": 8603, "bytes_utf8": 8603, "lines": 298, "estimated_tokens": 2694}, "response_metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 150}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 212}, "stderr_preview": "2026-05-04T09:43:07.813713Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:43:10.156851Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "predicate_col": "X14", + "predicate_op": ">=", + "predicate_value": 9.0, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d6e761ebee8dc8531f330e2e29746548c610ee2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-f861-7f83-89e6-73be37f3aff7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X2\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X14\\\" AS REAL) >= 9.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the planned template with group_col=\\\"y\\\", measure_col=\\\"X2\\\", and predicate_col=\\\"X14\\\". Casted \\\"X2\\\" and \\\"X14\\\" to REAL because the SQLite schema stores them as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":22400,"output_tokens":228}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17819e92c52c5499c5535b08293d032b99162c95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X2\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X14\" AS REAL) >= 9.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the planned template with group_col=\"y\", measure_col=\"X2\", and predicate_col=\"X14\". Casted \"X2\" and \"X14\" to REAL because the SQLite schema stores them as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17e2023f24c09175d7c89a4c51d8c4482fbe6985 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:31:22.674363Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:25.032149Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:31:35.755185Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e33aaed239ea427c162e7f94f54abf38fe960e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X2. +Result preview: [{"y": "1", "total_measure": 6374.0}, {"y": "0", "total_measure": 5240.0}, {"y": "3", "total_measure": 1699.0}, {"y": "2", "total_measure": 490.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..77cd03ce25b70f8ecedeb2449d7c01af3e6aa577 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_4edd6429e3cb0c43 +-- problem_id: v2p_n6_7415680d90ca7c22 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X2" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X14" AS REAL) >= 9.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba8aaa13cb7d7056827b4a4b4e8392e20c71a279 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X2\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X14\" AS REAL) >= 9.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X2\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X14\\\" AS REAL) >= 9.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 6374.0}, {\"y\": \"0\", \"total_measure\": 5240.0}, {\"y\": \"3\", \"total_measure\": 1699.0}, {\"y\": \"2\", \"total_measure\": 490.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.56}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bce182ee248f0971937a3b8a00c6cf109cee6088 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:31:22.417442+00:00", + "ended_at": "2026-05-04T09:31:36.588822+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_4edd6429e3cb0c43", + "problem_id": "v2p_n6_7415680d90ca7c22", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X2.", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "predicate_col": "X14", + "predicate_op": ">=", + "predicate_value": 9.0, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=81" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_4edd6429e3cb0c43.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4edd6429e3cb0c43", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 22400, + "output_tokens": 228, + "total_tokens": 23037, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2841, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14133.62, + "sql_execution_elapsed_ms_total": 3.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_4edd6429e3cb0c43\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c460e48e39e0b83f9b310f7ffc3cf5cdc74fa315 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:31:36.576267+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14133.62, "started_at": "2026-05-04T09:31:22.422395+00:00", "ended_at": "2026-05-04T09:31:36.556616+00:00", "prompt_metrics": {"chars": 8694, "bytes_utf8": 8694, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22809, "cached_input_tokens": 22400, "output_tokens": 228}, "stderr_preview": "2026-05-04T09:31:22.674363Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:25.032149Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 9.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the planned template with group_col=\\\"y\\\", measure_col=\\\"X2\\\", and predicate_col=\\\"X14\\\". Casted \\\"X2\\\" and \\\"X14\\\" to REAL because the SQLite schema stores them as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..81e18fb37c2a1554cbf0202cd82bb43cd31a4dc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_4edd6429e3cb0c43/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4edd6429e3cb0c43", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 22400, + "output_tokens": 228, + "total_tokens": 23037, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2841, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14133.62, + "sql_execution_elapsed_ms_total": 3.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_4edd6429e3cb0c43\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_512361a99b0eaedb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_512361a99b0eaedb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6931436f1f218bb638ffdae7c84e1790a9b9455 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_512361a99b0eaedb/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X16": "1", "support": 506, "avg_response": -0.0533596837944664}, {"X16": "2", "support": 494, "avg_response": 0.016194331983805668}, {"X16": "-2", "support": 478, "avg_response": -0.5732217573221757}, {"X16": "-1", "support": 463, "avg_response": -0.714902807775378}, {"X16": "-3", "support": 450, "avg_response": -0.6066666666666667}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_512361a99b0eaedb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_512361a99b0eaedb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b220b3e4dcfd54cea4d45e910da6fe440feacda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_512361a99b0eaedb/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_512361a99b0eaedb +-- problem_id: v2p_n6_2b3af6beea9d22a5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X16", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X16" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_512361a99b0eaedb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_512361a99b0eaedb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca35de06e4836e9ff554665468ac74e9c751b987 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_512361a99b0eaedb/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_512361a99b0eaedb\n-- problem_id: v2p_n6_2b3af6beea9d22a5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X16\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X16\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_512361a99b0eaedb\\n-- problem_id: v2p_n6_2b3af6beea9d22a5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X16\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X16\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X16\", \"support\", \"avg_response\"], \"rows\": [{\"X16\": \"1\", \"support\": 506, \"avg_response\": -0.0533596837944664}, {\"X16\": \"2\", \"support\": 494, \"avg_response\": 0.016194331983805668}, {\"X16\": \"-2\", \"support\": 478, \"avg_response\": -0.5732217573221757}, {\"X16\": \"-1\", \"support\": 463, \"avg_response\": -0.714902807775378}, {\"X16\": \"-3\", \"support\": 450, \"avg_response\": -0.6066666666666667}, {\"X16\": \"3\", \"support\": 429, \"avg_response\": -0.09557109557109557}, {\"X16\": \"0\", \"support\": 386, \"avg_response\": -0.4896373056994819}, {\"X16\": \"-4\", \"support\": 338, \"avg_response\": -0.893491124260355}, {\"X16\": \"4\", \"support\": 317, \"avg_response\": -0.26498422712933756}, {\"X16\": \"5\", \"support\": 270, \"avg_response\": -0.09259259259259259}, {\"X16\": \"-5\", \"support\": 246, \"avg_response\": -1.4593495934959348}, {\"X16\": \"-6\", \"support\": 217, \"avg_response\": -0.0967741935483871}, {\"X16\": \"6\", \"support\": 213, \"avg_response\": 0.10328638497652583}, {\"X16\": \"-7\", \"support\": 177, \"avg_response\": -3.0677966101694913}, {\"X16\": \"-8\", \"support\": 137, \"avg_response\": -1.0218978102189782}, {\"X16\": \"7\", \"support\": 137, \"avg_response\": -1.1094890510948905}, {\"X16\": \"8\", \"support\": 112, \"avg_response\": -1.2678571428571428}, {\"X16\": \"-9\", \"support\": 93, \"avg_response\": -1.5376344086021505}, {\"X16\": \"-10\", \"support\": 88, \"avg_response\": 1.3409090909090908}, {\"X16\": \"9\", \"support\": 80, \"avg_response\": -8.6125}, {\"X16\": \"-11\", \"support\": 79, \"avg_response\": 5.2025316455696204}, {\"X16\": \"10\", \"support\": 71, \"avg_response\": -5.492957746478873}, {\"X16\": \"-12\", \"support\": 66, \"avg_response\": 10.969696969696969}, {\"X16\": \"-13\", \"support\": 62, \"avg_response\": 4.274193548387097}, {\"X16\": \"11\", \"support\": 57, \"avg_response\": -9.280701754385966}, {\"X16\": \"-14\", \"support\": 50, \"avg_response\": 4.8}, {\"X16\": \"12\", \"support\": 50, \"avg_response\": -7.58}, {\"X16\": \"13\", \"support\": 39, \"avg_response\": -14.41025641025641}, {\"X16\": \"14\", \"support\": 35, \"avg_response\": -18.771428571428572}, {\"X16\": \"-16\", \"support\": 34, \"avg_response\": 4.617647058823529}, {\"X16\": \"-15\", \"support\": 32, \"avg_response\": -9.53125}, {\"X16\": \"-20\", \"support\": 29, \"avg_response\": -6.310344827586207}, {\"X16\": \"-17\", \"support\": 28, \"avg_response\": 9.892857142857142}, {\"X16\": \"-24\", \"support\": 26, \"avg_response\": -17.346153846153847}, {\"X16\": \"16\", \"support\": 25, \"avg_response\": -11.56}, {\"X16\": \"-22\", \"support\": 23, \"avg_response\": -1.7826086956521738}, {\"X16\": \"-18\", \"support\": 22, \"avg_response\": 12.681818181818182}, {\"X16\": \"15\", \"support\": 22, \"avg_response\": -4.954545454545454}, {\"X16\": \"17\", \"support\": 22, \"avg_response\": -8.318181818181818}, {\"X16\": \"18\", \"support\": 21, \"avg_response\": -1.0952380952380953}, {\"X16\": \"-30\", \"support\": 20, \"avg_response\": -9.95}, {\"X16\": \"-21\", \"support\": 19, \"avg_response\": 17.05263157894737}, {\"X16\": \"-25\", \"support\": 19, \"avg_response\": -3.9473684210526314}, {\"X16\": \"-32\", \"support\": 19, \"avg_response\": -31.736842105263158}, {\"X16\": \"32\", \"support\": 18, \"avg_response\": 18.72222222222222}, {\"X16\": \"-23\", \"support\": 18, \"avg_response\": -3.388888888888889}, {\"X16\": \"-29\", \"support\": 18, \"avg_response\": -7.944444444444445}, {\"X16\": \"-19\", \"support\": 17, \"avg_response\": -5.176470588235294}, {\"X16\": \"-48\", \"support\": 17, \"avg_response\": -31.705882352941178}, {\"X16\": \"-59\", \"support\": 17, \"avg_response\": -40.23529411764706}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_512361a99b0eaedb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_512361a99b0eaedb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89532ce8d98da844fba7a1da3b9ca120e0017bf9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_512361a99b0eaedb/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.683036+00:00", + "ended_at": "2026-05-04T09:50:30.694747+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_512361a99b0eaedb", + "problem_id": "v2p_n6_2b3af6beea9d22a5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X16.", + "bindings": { + "key_col": "X16", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=59", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 59, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_512361a99b0eaedb.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_512361a99b0eaedb/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_512361a99b0eaedb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_512361a99b0eaedb/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc5fcd94cd1848b4d4069e0822372e518568b560 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8607, "bytes_utf8": 8607, "lines": 302, "estimated_tokens": 2684}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22773, "cached_input_tokens": 19840, "output_tokens": 177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f61871ee15259878012e56e25a74f409b2576fd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5261416892ac35d9", + "api_calls": 0, + "input_tokens": 22773, + "cached_input_tokens": 19840, + "output_tokens": 177, + "total_tokens": 22950, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2684, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2792, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11816.07, + "sql_execution_elapsed_ms_total": 2.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_5261416892ac35d9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eb910bbb75dfa8f23873d5273b572adacfd0926d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:20:35.613154+00:00", + "ended_at": "2026-05-04T09:20:47.429549+00:00", + "elapsed_ms": 11816.07, + "prompt_metrics": { + "chars": 8607, + "bytes_utf8": 8607, + "lines": 302, + "estimated_tokens": 2684 + }, + "stdout_metrics": { + "chars": 748, + "bytes_utf8": 748, + "lines": 4, + "estimated_tokens": 215 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13170 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22773, + "cached_input_tokens": 19840, + "output_tokens": 177 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4070457137c485c9c7f479d4ff5807c0098e1afc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "2", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..92fc865ba3064b425001244eabe4e3e97c28aca0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-19a8-7750-8141-8d30d87b994f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE \\\"y\\\" = '2'\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col=\\\"y\\\" and predicate \\\"y\\\" = '2'. Since both grouping and filtering use the same categorical target column, the result will return the support for subgroup y=2.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22773,"cached_input_tokens":19840,"output_tokens":177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e270ed3683705012db4e662924b935fdf43c8b6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE \"y\" = '2'\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the provided Filtered Top-k Group Count template with group_col=\"y\" and predicate \"y\" = '2'. Since both grouping and filtering use the same categorical target column, the result will return the support for subgroup y=2."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9061f8e4c10df904f6fff8e2d3272865e9733872 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:35.817365Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:38.092288Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:46.750350Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f3f4232763678c5292b9be99ff9daec8fc44590 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "2", "support": 2000}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d08152bb1bc5dbdb69a3febfaedeec7db41c4d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_5261416892ac35d9 +-- problem_id: v2p_n6_fac28f3d4d387075 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE "y" = '2' +GROUP BY "y" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e560262c8f9587dcb37fbc2634f18582beba1189 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE \"y\" = '2'\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE \\\"y\\\" = '2'\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"2\", \"support\": 2000}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8fe2f1bea8334300d5516cf9cb7e61130536d886 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:20:35.610631+00:00", + "ended_at": "2026-05-04T09:20:47.458068+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_5261416892ac35d9", + "problem_id": "v2p_n6_fac28f3d4d387075", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "2", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_5261416892ac35d9.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5261416892ac35d9", + "api_calls": 0, + "input_tokens": 22773, + "cached_input_tokens": 19840, + "output_tokens": 177, + "total_tokens": 22950, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2684, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2792, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11816.07, + "sql_execution_elapsed_ms_total": 2.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_5261416892ac35d9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..debadc3885f5e72109d075cc1c7dc4b6dbb9056c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5261416892ac35d9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:47.447908+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11816.07, "started_at": "2026-05-04T09:20:35.613154+00:00", "ended_at": "2026-05-04T09:20:47.429549+00:00", "prompt_metrics": {"chars": 8607, "bytes_utf8": 8607, "lines": 302, "estimated_tokens": 2684}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22773, "cached_input_tokens": 19840, "output_tokens": 177}, "stderr_preview": "2026-05-04T09:20:35.817365Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:38.092288Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_52ac079656856c42/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_52ac079656856c42/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44e2fd126b91af2fdf63160e50003997f8adebfd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_52ac079656856c42/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_52ac079656856c42\n-- problem_id: v2p_n6_31405abba8d86ad5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X7\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X7\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_52ac079656856c42\\n-- problem_id: v2p_n6_31405abba8d86ad5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X7\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X7\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X7\", \"support\", \"avg_response\"], \"rows\": [{\"X7\": \"-1\", \"support\": 377, \"avg_response\": -0.9814323607427056}, {\"X7\": \"1\", \"support\": 353, \"avg_response\": 0.7110481586402266}, {\"X7\": \"-4\", \"support\": 349, \"avg_response\": -1.186246418338109}, {\"X7\": \"-2\", \"support\": 342, \"avg_response\": -2.073099415204678}, {\"X7\": \"0\", \"support\": 310, \"avg_response\": 0.15483870967741936}, {\"X7\": \"-5\", \"support\": 306, \"avg_response\": -0.6895424836601307}, {\"X7\": \"-3\", \"support\": 305, \"avg_response\": -2.5278688524590165}, {\"X7\": \"2\", \"support\": 304, \"avg_response\": 1.042763157894737}, {\"X7\": \"3\", \"support\": 280, \"avg_response\": 1.0535714285714286}, {\"X7\": \"5\", \"support\": 244, \"avg_response\": 1.0245901639344261}, {\"X7\": \"4\", \"support\": 237, \"avg_response\": 1.6962025316455696}, {\"X7\": \"-6\", \"support\": 237, \"avg_response\": -2.7932489451476794}, {\"X7\": \"6\", \"support\": 211, \"avg_response\": 2.881516587677725}, {\"X7\": \"7\", \"support\": 182, \"avg_response\": 3.6043956043956045}, {\"X7\": \"-7\", \"support\": 179, \"avg_response\": -3.7262569832402233}, {\"X7\": \"-8\", \"support\": 175, \"avg_response\": -5.445714285714286}, {\"X7\": \"8\", \"support\": 156, \"avg_response\": 4.846153846153846}, {\"X7\": \"-9\", \"support\": 139, \"avg_response\": -4.597122302158273}, {\"X7\": \"9\", \"support\": 131, \"avg_response\": 3.7404580152671754}, {\"X7\": \"-11\", \"support\": 121, \"avg_response\": -12.198347107438016}, {\"X7\": \"-10\", \"support\": 118, \"avg_response\": -7.288135593220339}, {\"X7\": \"10\", \"support\": 111, \"avg_response\": 5.018018018018018}, {\"X7\": \"-12\", \"support\": 92, \"avg_response\": -8.217391304347826}, {\"X7\": \"11\", \"support\": 91, \"avg_response\": 3.868131868131868}, {\"X7\": \"-13\", \"support\": 86, \"avg_response\": -5.290697674418604}, {\"X7\": \"12\", \"support\": 82, \"avg_response\": 6.341463414634147}, {\"X7\": \"13\", \"support\": 77, \"avg_response\": -1.4805194805194806}, {\"X7\": \"14\", \"support\": 70, \"avg_response\": 4.314285714285714}, {\"X7\": \"-14\", \"support\": 70, \"avg_response\": -15.385714285714286}, {\"X7\": \"-16\", \"support\": 52, \"avg_response\": -5.6923076923076925}, {\"X7\": \"-15\", \"support\": 52, \"avg_response\": -11.0}, {\"X7\": \"-17\", \"support\": 51, \"avg_response\": -9.0}, {\"X7\": \"16\", \"support\": 47, \"avg_response\": 7.659574468085107}, {\"X7\": \"-18\", \"support\": 46, \"avg_response\": -8.195652173913043}, {\"X7\": \"-21\", \"support\": 39, \"avg_response\": -11.153846153846153}, {\"X7\": \"-19\", \"support\": 39, \"avg_response\": -14.948717948717949}, {\"X7\": \"19\", \"support\": 37, \"avg_response\": 0.0}, {\"X7\": \"15\", \"support\": 36, \"avg_response\": 7.75}, {\"X7\": \"-23\", \"support\": 35, \"avg_response\": -12.4}, {\"X7\": \"21\", \"support\": 34, \"avg_response\": -1.1470588235294117}, {\"X7\": \"18\", \"support\": 32, \"avg_response\": 3.46875}, {\"X7\": \"17\", \"support\": 29, \"avg_response\": 8.827586206896552}, {\"X7\": \"-20\", \"support\": 27, \"avg_response\": -17.40740740740741}, {\"X7\": \"-30\", \"support\": 25, \"avg_response\": -13.04}, {\"X7\": \"20\", \"support\": 24, \"avg_response\": 0.9166666666666666}, {\"X7\": \"-26\", \"support\": 24, \"avg_response\": -14.666666666666666}, {\"X7\": \"-24\", \"support\": 23, \"avg_response\": -15.478260869565217}, {\"X7\": \"-29\", \"support\": 22, \"avg_response\": -19.863636363636363}, {\"X7\": \"23\", \"support\": 21, \"avg_response\": 34.19047619047619}, {\"X7\": \"-27\", \"support\": 21, \"avg_response\": 3.9047619047619047}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_52ac079656856c42/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_52ac079656856c42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6180abe5d5c3a29c33078bf6c2e64c82aefffa80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_52ac079656856c42/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.190953+00:00", + "ended_at": "2026-05-04T09:50:30.200599+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_52ac079656856c42", + "problem_id": "v2p_n6_31405abba8d86ad5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X7.", + "bindings": { + "key_col": "X7", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=23", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 23, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_52ac079656856c42.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_52ac079656856c42/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_52ac079656856c42/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_52ac079656856c42/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ac1c5eaeef31ad24342ee60cab025b26f437089 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8696, "bytes_utf8": 8696, "lines": 304, "estimated_tokens": 2720}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 470, "bytes_utf8": 470, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 179}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6b9b3d4acb0ca206fa8e6339ab0f7644929ca5cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5371a2e2a3218c45", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 179, + "total_tokens": 22988, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13041.79, + "sql_execution_elapsed_ms_total": 4.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_5371a2e2a3218c45\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1c138c3086869cf08418512cb08b528fb632db33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:29:39.827521+00:00", + "ended_at": "2026-05-04T09:29:52.869668+00:00", + "elapsed_ms": 13041.79, + "prompt_metrics": { + "chars": 8696, + "bytes_utf8": 8696, + "lines": 304, + "estimated_tokens": 2720 + }, + "stdout_metrics": { + "chars": 808, + "bytes_utf8": 808, + "lines": 4, + "estimated_tokens": 248 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 470, + "bytes_utf8": 470, + "lines": 1, + "estimated_tokens": 132 + }, + "usage": { + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 179 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7729a2c5dfcdd72bac3d844f5fe8c19f3a880bce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "predicate_col": "X10", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c8d240be5077a5bb0797117ee8100c4392d0473 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df252-67a3-7462-99b2-29e2e24db602"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X14\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X10\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template with fixed bindings: group_col=\\\"y\\\", measure_col=\\\"X14\\\", predicate_col=\\\"X10\\\", predicate_op=\\\">=\\\", predicate_value=8.0, top_k=12. Cast numeric-text feature columns to REAL for SQLite-safe aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":21888,"output_tokens":179}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cefb23f99a32848bdeaf89188f9807efbb79348 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X14\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X10\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the provided template with fixed bindings: group_col=\"y\", measure_col=\"X14\", predicate_col=\"X10\", predicate_op=\">=\", predicate_value=8.0, top_k=12. Cast numeric-text feature columns to REAL for SQLite-safe aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16c5ffda382d5cdb7c793c8c2de3d58143602c0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:29:40.222437Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:29:42.489297Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:29:52.228063Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b8d8e91c5eaf1550a1c447f3c02ac484c9d5a1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X14. +Result preview: [{"y": "1", "total_measure": 9630.0}, {"y": "0", "total_measure": 4527.0}, {"y": "3", "total_measure": 3485.0}, {"y": "2", "total_measure": 1575.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a61cbd7864bfc3724fab0a3f01a6b6f7138bc57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_5371a2e2a3218c45 +-- problem_id: v2p_n6_2475f9b648fd11e1 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X14" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X10" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39a0c48df5b9e7930db0a29388a45935e969753a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X14\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X10\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X14\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X10\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 9630.0}, {\"y\": \"0\", \"total_measure\": 4527.0}, {\"y\": \"3\", \"total_measure\": 3485.0}, {\"y\": \"2\", \"total_measure\": 1575.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c21c8fffb007913358f85fef09925322d809acb5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:29:39.824077+00:00", + "ended_at": "2026-05-04T09:29:52.907281+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_5371a2e2a3218c45", + "problem_id": "v2p_n6_2475f9b648fd11e1", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X14.", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "predicate_col": "X10", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_5371a2e2a3218c45.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5371a2e2a3218c45", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 179, + "total_tokens": 22988, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13041.79, + "sql_execution_elapsed_ms_total": 4.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_5371a2e2a3218c45\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..137fd5d57d317c1adfcf83a9cc8b7891794fe4fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:29:52.893833+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13041.79, "started_at": "2026-05-04T09:29:39.827521+00:00", "ended_at": "2026-05-04T09:29:52.869668+00:00", "prompt_metrics": {"chars": 8696, "bytes_utf8": 8696, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 470, "bytes_utf8": 470, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 179}, "stderr_preview": "2026-05-04T09:29:40.222437Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:29:42.489297Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template with fixed bindings: group_col=\\\"y\\\", measure_col=\\\"X14\\\", predicate_col=\\\"X10\\\", predicate_op=\\\">=\\\", predicate_value=8.0, top_k=12. Cast numeric-text feature columns to REAL for SQLite-safe aggregation and filtering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7431e582a2df84fe0cfb8e51657d03c2860b27bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5371a2e2a3218c45/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5371a2e2a3218c45", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 179, + "total_tokens": 22988, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13041.79, + "sql_execution_elapsed_ms_total": 4.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_5371a2e2a3218c45\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6deb9e11856066f8f7fe30a7c9663ba850a3a248 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8504, "bytes_utf8": 8504, "lines": 300, "estimated_tokens": 2649}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22740, "cached_input_tokens": 19840, "output_tokens": 133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..34b65e574ac092913f08740244aeb99fe7af8e7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_53d53db8aad32a29", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 133, + "total_tokens": 22873, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2748, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11715.39, + "sql_execution_elapsed_ms_total": 41.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_53d53db8aad32a29\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c2096f5b6588d72a88ee155b97eb7a01d5ea1775 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:09:16.238821+00:00", + "ended_at": "2026-05-04T09:09:27.954381+00:00", + "elapsed_ms": 11715.39, + "prompt_metrics": { + "chars": 8504, + "bytes_utf8": 8504, + "lines": 300, + "estimated_tokens": 2649 + }, + "stdout_metrics": { + "chars": 710, + "bytes_utf8": 710, + "lines": 4, + "estimated_tokens": 207 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13234 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 382, + "bytes_utf8": 382, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 133 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..747e91c400d61a1be80f93016f27a0af57c3b1aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..266f2513165183c03102ef7c78522bc9c4df2a0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23f-bbd3-7e20-b79c-173521ea6f72"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X3\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X3\\\". CAST(\\\"X3\\\" AS REAL) is applied because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22740,"cached_input_tokens":19840,"output_tokens":133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49653309a8220845eecd07714fd04a2c145f9ec2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X3\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"y\" and measure_col=\"X3\". CAST(\"X3\" AS REAL) is applied because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83fcd1d40677e7fc958d935785f800ee19cccae9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:09:16.442451Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:09:18.818449Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:09:27.120748Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c37572fdcb5d9662b9423576d9cdfed52d9fd654 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3. +Result preview: [{"y": "1", "avg_measure": 0.072}, {"y": "3", "avg_measure": -0.341}, {"y": "2", "avg_measure": -0.4465}, {"y": "0", "avg_measure": -12.2345}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d594acac73c045227fc91f288164644f386c01a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_53d53db8aad32a29 +-- problem_id: v2p_n6_91a8852d9fbb8cf3 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X3" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..606a52c4d89c183c94af0c1191e796aba9bcf3ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X3\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X3\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 0.072}, {\"y\": \"3\", \"avg_measure\": -0.341}, {\"y\": \"2\", \"avg_measure\": -0.4465}, {\"y\": \"0\", \"avg_measure\": -12.2345}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 41.64}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7333f0a7e3c279c78de405977a082bdb09543264 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:09:16.235803+00:00", + "ended_at": "2026-05-04T09:09:28.034453+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_53d53db8aad32a29", + "problem_id": "v2p_n6_91a8852d9fbb8cf3", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3.", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_53d53db8aad32a29.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_53d53db8aad32a29", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 133, + "total_tokens": 22873, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2748, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11715.39, + "sql_execution_elapsed_ms_total": 41.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_53d53db8aad32a29\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cc66676929db83cff2c793f1ca28e2ab1a0756c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_53d53db8aad32a29/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:09:27.984087+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11715.39, "started_at": "2026-05-04T09:09:16.238821+00:00", "ended_at": "2026-05-04T09:09:27.954381+00:00", "prompt_metrics": {"chars": 8504, "bytes_utf8": 8504, "lines": 300, "estimated_tokens": 2649}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22740, "cached_input_tokens": 19840, "output_tokens": 133}, "stderr_preview": "2026-05-04T09:09:16.442451Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:09:18.818449Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a20ba48fa0679bf103313ad0e50d74b790c42c1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df261-65e0-7481-836f-a30dd6a80ec6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X12\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X12\\\" AS REAL)) > 7.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the requested Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X12\\\". CAST to REAL was added because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":171}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e54cc35ab42821ff449bb5296a741cf21a00824 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X12\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X12\" AS REAL)) > 7.0\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the requested Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X12\". CAST to REAL was added because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16c8f6cebc09361685e2cdcb8871615eab867645 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:46:02.671630Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:46:05.052961Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:46:23.837914Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b1398551628e81c41fd09131f6fb7dc4573c880 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..70f96d704ac2aebdfa3adbb110e9652ae05d2591 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_540103e917fa44ee +-- problem_id: v2p_n6_f36b4bea022535e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X12" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X12" AS REAL)) > 7.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4b1d2327282de50c275701a4aca29d292f63267 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X12\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X12\" AS REAL)) > 7.0\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X12\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X12\\\" AS REAL)) > 7.0\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..36ff6def33de9333374a8c870bb0e3727aec4b4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:46:02.436779+00:00", + "ended_at": "2026-05-04T09:46:24.644318+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_540103e917fa44ee", + "problem_id": "v2p_n6_f36b4bea022535e5", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_540103e917fa44ee.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_540103e917fa44ee", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 22942, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2796, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22168.46, + "sql_execution_elapsed_ms_total": 5.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_540103e917fa44ee\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30f0fbcfc1e84021147e1f9262d9b6c5fa7463e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:46:24.629585+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22168.46, "started_at": "2026-05-04T09:46:02.439574+00:00", "ended_at": "2026-05-04T09:46:24.608169+00:00", "prompt_metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 171}, "stderr_preview": "2026-05-04T09:46:02.671630Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:46:05.052961Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 7.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the requested Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X12\\\". CAST to REAL was added because the schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9236a5fb59d2a36e0ab967a4ce376ad902c36e87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_540103e917fa44ee/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_540103e917fa44ee", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 22942, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2796, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22168.46, + "sql_execution_elapsed_ms_total": 5.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_540103e917fa44ee\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..52114ee104e9d12640f22a0108dfa42bc66302a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X9": "-1", "support": 350, "avg_response": -0.9742857142857143}, {"X9": "-2", "support": 341, "avg_response": -0.49853372434017595}, {"X9": "2", "support": 299, "avg_response": 0.0033444816053511705}, {"X9": "1", "support": 299, "avg_response": -0.12709030100334448}, {"X9": "0", "support": 288, "avg_response": 0.9131944444444444}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2946c38d907307c478d6bb8472078bec5388de9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_55ad85dfd0f23d1f +-- problem_id: v2p_n6_652a944ca3dae93e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X9", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..687a60caa867d470125e4ec1ee8d55c328cbd8aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_55ad85dfd0f23d1f\n-- problem_id: v2p_n6_652a944ca3dae93e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X9\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_55ad85dfd0f23d1f\\n-- problem_id: v2p_n6_652a944ca3dae93e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X9\", \"support\", \"avg_response\"], \"rows\": [{\"X9\": \"-1\", \"support\": 350, \"avg_response\": -0.9742857142857143}, {\"X9\": \"-2\", \"support\": 341, \"avg_response\": -0.49853372434017595}, {\"X9\": \"2\", \"support\": 299, \"avg_response\": 0.0033444816053511705}, {\"X9\": \"1\", \"support\": 299, \"avg_response\": -0.12709030100334448}, {\"X9\": \"0\", \"support\": 288, \"avg_response\": 0.9131944444444444}, {\"X9\": \"5\", \"support\": 271, \"avg_response\": 0.7047970479704797}, {\"X9\": \"-3\", \"support\": 271, \"avg_response\": -0.46494464944649444}, {\"X9\": \"-4\", \"support\": 264, \"avg_response\": -2.356060606060606}, {\"X9\": \"3\", \"support\": 263, \"avg_response\": 0.7984790874524715}, {\"X9\": \"4\", \"support\": 261, \"avg_response\": 1.4022988505747127}, {\"X9\": \"-5\", \"support\": 254, \"avg_response\": -1.2913385826771653}, {\"X9\": \"-6\", \"support\": 208, \"avg_response\": -0.35096153846153844}, {\"X9\": \"6\", \"support\": 194, \"avg_response\": 1.1237113402061856}, {\"X9\": \"7\", \"support\": 177, \"avg_response\": 0.062146892655367235}, {\"X9\": \"-7\", \"support\": 152, \"avg_response\": -0.5263157894736842}, {\"X9\": \"8\", \"support\": 148, \"avg_response\": 0.5202702702702703}, {\"X9\": \"-8\", \"support\": 146, \"avg_response\": 2.3424657534246576}, {\"X9\": \"9\", \"support\": 124, \"avg_response\": 3.7983870967741935}, {\"X9\": \"-9\", \"support\": 120, \"avg_response\": -0.6333333333333333}, {\"X9\": \"-10\", \"support\": 120, \"avg_response\": -2.375}, {\"X9\": \"10\", \"support\": 119, \"avg_response\": 5.084033613445378}, {\"X9\": \"-11\", \"support\": 106, \"avg_response\": 0.6698113207547169}, {\"X9\": \"12\", \"support\": 104, \"avg_response\": -0.6730769230769231}, {\"X9\": \"11\", \"support\": 85, \"avg_response\": 0.011764705882352941}, {\"X9\": \"14\", \"support\": 70, \"avg_response\": 3.2142857142857144}, {\"X9\": \"-13\", \"support\": 70, \"avg_response\": -4.0}, {\"X9\": \"15\", \"support\": 69, \"avg_response\": 3.0}, {\"X9\": \"13\", \"support\": 68, \"avg_response\": 1.9411764705882353}, {\"X9\": \"16\", \"support\": 66, \"avg_response\": 2.9242424242424243}, {\"X9\": \"18\", \"support\": 65, \"avg_response\": -0.6307692307692307}, {\"X9\": \"17\", \"support\": 64, \"avg_response\": 2.90625}, {\"X9\": \"-12\", \"support\": 59, \"avg_response\": -10.864406779661017}, {\"X9\": \"20\", \"support\": 54, \"avg_response\": 1.7037037037037037}, {\"X9\": \"-14\", \"support\": 53, \"avg_response\": -9.584905660377359}, {\"X9\": \"-16\", \"support\": 50, \"avg_response\": 0.62}, {\"X9\": \"22\", \"support\": 49, \"avg_response\": 5.408163265306122}, {\"X9\": \"-17\", \"support\": 49, \"avg_response\": -7.755102040816326}, {\"X9\": \"19\", \"support\": 46, \"avg_response\": -0.5434782608695652}, {\"X9\": \"-18\", \"support\": 46, \"avg_response\": -0.6739130434782609}, {\"X9\": \"-19\", \"support\": 46, \"avg_response\": -3.5}, {\"X9\": \"-15\", \"support\": 44, \"avg_response\": -0.13636363636363635}, {\"X9\": \"24\", \"support\": 37, \"avg_response\": -4.135135135135135}, {\"X9\": \"21\", \"support\": 35, \"avg_response\": 6.4}, {\"X9\": \"-21\", \"support\": 34, \"avg_response\": -1.5}, {\"X9\": \"-22\", \"support\": 32, \"avg_response\": 0.3125}, {\"X9\": \"23\", \"support\": 30, \"avg_response\": -1.8}, {\"X9\": \"30\", \"support\": 29, \"avg_response\": 1.4827586206896552}, {\"X9\": \"-23\", \"support\": 27, \"avg_response\": -10.037037037037036}, {\"X9\": \"25\", \"support\": 26, \"avg_response\": 12.307692307692308}, {\"X9\": \"26\", \"support\": 25, \"avg_response\": -3.4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.75}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..416badc905c6d3f20ccb3a186ec07976df61ae57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.282819+00:00", + "ended_at": "2026-05-04T09:50:30.293199+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_55ad85dfd0f23d1f", + "problem_id": "v2p_n6_652a944ca3dae93e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X9.", + "bindings": { + "key_col": "X9", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=30", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 30, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_55ad85dfd0f23d1f.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4689792d8a9a223bd793f78836c5033a4723ff4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8904, "bytes_utf8": 8904, "lines": 305, "estimated_tokens": 2748}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1133, "bytes_utf8": 1133, "lines": 1, "estimated_tokens": 369}, "usage": {"input_tokens": 22839, "cached_input_tokens": 22400, "output_tokens": 932}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..262f61b1b9d917f249b5557ea51d573b0eed7bd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_567be99e1da6373a", + "api_calls": 0, + "input_tokens": 22839, + "cached_input_tokens": 22400, + "output_tokens": 932, + "total_tokens": 23771, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2748, + "estimated_output_tokens": 369, + "estimated_total_tokens": 3117, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26383.2, + "sql_execution_elapsed_ms_total": 10.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_567be99e1da6373a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1e477f4b3d677182a65d73fd4da5eddd887c96e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:18:02.622172+00:00", + "ended_at": "2026-05-04T09:18:29.005514+00:00", + "elapsed_ms": 26383.2, + "prompt_metrics": { + "chars": 8904, + "bytes_utf8": 8904, + "lines": 305, + "estimated_tokens": 2748 + }, + "stdout_metrics": { + "chars": 1648, + "bytes_utf8": 1648, + "lines": 4, + "estimated_tokens": 588 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13239 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1133, + "bytes_utf8": 1133, + "lines": 1, + "estimated_tokens": 369 + }, + "usage": { + "input_tokens": 22839, + "cached_input_tokens": 22400, + "output_tokens": 932 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9618022aa713f8fbcb627407f34780ce0802134 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10, condition_col=y.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ace95fcc6c041a5aa9bd4dece32d0a6dbd1f8882 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-c40a-7493-bab0-89ae7d3dddeb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X10\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '0'\\n AND \\\"X10\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"base\\\".\\\"y\\\",\\n (\\n SELECT \\\"p\\\".\\\"measure\\\"\\n FROM \\\"picked\\\" AS \\\"p\\\"\\n WHERE \\\"p\\\".\\\"y\\\" = \\\"base\\\".\\\"y\\\"\\n AND \\\"p\\\".\\\"rn\\\" = \\\"p\\\".\\\"target_rn\\\"\\n LIMIT 1\\n ) AS \\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n) AS \\\"base\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile via window functions. \\\"X10\\\" is CAST from TEXT to REAL, and the filter follows the bound condition \\\"y\\\" = '0'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22839,"cached_input_tokens":22400,"output_tokens":932}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76269ae2ac1fc3092e08d068d43bc55130581514 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"y\",\n CAST(\"X10\" AS REAL) AS \"measure\"\n FROM \"n6\"\n WHERE \"y\" = '0'\n AND \"X10\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"y\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"y\",\n \"measure\",\n \"rn\",\n \"cnt\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"base\".\"y\",\n (\n SELECT \"p\".\"measure\"\n FROM \"picked\" AS \"p\"\n WHERE \"p\".\"y\" = \"base\".\"y\"\n AND \"p\".\"rn\" = \"p\".\"target_rn\"\n LIMIT 1\n ) AS \"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n) AS \"base\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile via window functions. \"X10\" is CAST from TEXT to REAL, and the filter follows the bound condition \"y\" = '0'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23d3c4aa00254bff0530d51e0d6dafa93d13950a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:02.842920Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:18:05.340167Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:28.358137Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc8a696c75fec202cc99236b014c46ecb8e537ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10, condition_col=y. +Result preview: [{"y": "0", "conditional_percentile": 78.0}, {"y": "1", "conditional_percentile": null}, {"y": "2", "conditional_percentile": null}, {"y": "3", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..da157da57d648ee00f34b98adfdee4e78d4d3e4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/generated_sql.sql @@ -0,0 +1,52 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_567be99e1da6373a +-- problem_id: v2p_n6_98220b9369c5725e +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "y", + CAST("X10" AS REAL) AS "measure" + FROM "n6" + WHERE "y" = '0' + AND "X10" IS NOT NULL +), +"ranked" AS ( + SELECT + "y", + "measure", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "filtered" +), +"picked" AS ( + SELECT + "y", + "measure", + "rn", + "cnt", + CAST(((9 * "cnt") + 9) / 10 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "base"."y", + ( + SELECT "p"."measure" + FROM "picked" AS "p" + WHERE "p"."y" = "base"."y" + AND "p"."rn" = "p"."target_rn" + LIMIT 1 + ) AS "conditional_percentile" +FROM ( + SELECT DISTINCT "y" + FROM "n6" +) AS "base" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b0b89eeab286cdd0731938598f58515f9c1fe411 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"y\",\n CAST(\"X10\" AS REAL) AS \"measure\"\n FROM \"n6\"\n WHERE \"y\" = '0'\n AND \"X10\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"y\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"y\",\n \"measure\",\n \"rn\",\n \"cnt\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"base\".\"y\",\n (\n SELECT \"p\".\"measure\"\n FROM \"picked\" AS \"p\"\n WHERE \"p\".\"y\" = \"base\".\"y\"\n AND \"p\".\"rn\" = \"p\".\"target_rn\"\n LIMIT 1\n ) AS \"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n) AS \"base\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X10\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '0'\\n AND \\\"X10\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"base\\\".\\\"y\\\",\\n (\\n SELECT \\\"p\\\".\\\"measure\\\"\\n FROM \\\"picked\\\" AS \\\"p\\\"\\n WHERE \\\"p\\\".\\\"y\\\" = \\\"base\\\".\\\"y\\\"\\n AND \\\"p\\\".\\\"rn\\\" = \\\"p\\\".\\\"target_rn\\\"\\n LIMIT 1\\n ) AS \\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n) AS \\\"base\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"y\", \"conditional_percentile\"], \"rows\": [{\"y\": \"0\", \"conditional_percentile\": 78.0}, {\"y\": \"1\", \"conditional_percentile\": null}, {\"y\": \"2\", \"conditional_percentile\": null}, {\"y\": \"3\", \"conditional_percentile\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb74bae7335de13a2bf4b8c5ade458bc1ef5efb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:18:02.619204+00:00", + "ended_at": "2026-05-04T09:18:29.040667+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_567be99e1da6373a", + "problem_id": "v2p_n6_98220b9369c5725e", + "dataset_id": "n6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10, condition_col=y.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_567be99e1da6373a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_567be99e1da6373a", + "api_calls": 0, + "input_tokens": 22839, + "cached_input_tokens": 22400, + "output_tokens": 932, + "total_tokens": 23771, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2748, + "estimated_output_tokens": 369, + "estimated_total_tokens": 3117, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26383.2, + "sql_execution_elapsed_ms_total": 10.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_567be99e1da6373a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b70006c1d899dc12f7954db571fec83b26b36dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_567be99e1da6373a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:29.022842+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26383.2, "started_at": "2026-05-04T09:18:02.622172+00:00", "ended_at": "2026-05-04T09:18:29.005514+00:00", "prompt_metrics": {"chars": 8904, "bytes_utf8": 8904, "lines": 305, "estimated_tokens": 2748}, "response_metrics": {"chars": 1133, "bytes_utf8": 1133, "lines": 1, "estimated_tokens": 369}, "usage": {"input_tokens": 22839, "cached_input_tokens": 22400, "output_tokens": 932}, "stderr_preview": "2026-05-04T09:18:02.842920Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:18:05.340167Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X7, condition_col=y.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f324f841ce979d9dd64bf5cee717e7555dbea396 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df244-3eee-7380-8f17-e2e27e11077e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\" AS \\\"group_col\\\",\\n CAST(\\\"X7\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X7\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '0'\\n AND \\\"X7\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"groups\\\".\\\"y\\\",\\n MIN(\\n CASE\\n WHEN \\\"ranked\\\".\\\"rn\\\" >= CAST((95 * \\\"ranked\\\".\\\"cnt\\\" + 99) / 100 AS INTEGER)\\n THEN \\\"ranked\\\".\\\"measure_value\\\"\\n END\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"ranked\\\"\\n ON \\\"groups\\\".\\\"y\\\" = \\\"ranked\\\".\\\"group_col\\\"\\nGROUP BY \\\"groups\\\".\\\"y\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Adapted the planned quantile template to SQLite by emulating the 0.95 percentile with a nearest-rank window-function approach, since SQLite does not support PERCENTILE_CONT. \\\"X7\\\" is CAST to REAL because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22839,"cached_input_tokens":21888,"output_tokens":1147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83a124fd0084f40f6a4deb25fd2711c6d2f9bdf8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n),\n\"ranked\" AS (\n SELECT\n \"y\" AS \"group_col\",\n CAST(\"X7\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X7\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" = '0'\n AND \"X7\" IS NOT NULL\n)\nSELECT\n \"groups\".\"y\",\n MIN(\n CASE\n WHEN \"ranked\".\"rn\" >= CAST((95 * \"ranked\".\"cnt\" + 99) / 100 AS INTEGER)\n THEN \"ranked\".\"measure_value\"\n END\n ) AS \"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"ranked\"\n ON \"groups\".\"y\" = \"ranked\".\"group_col\"\nGROUP BY \"groups\".\"y\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Adapted the planned quantile template to SQLite by emulating the 0.95 percentile with a nearest-rank window-function approach, since SQLite does not support PERCENTILE_CONT. \"X7\" is CAST to REAL because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ca10e3e53eab0f3a647b60bf8644ff9ff2717c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:14:12.133524Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:14:14.552596Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:14:41.289652Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8954b52cf1e612771424f7ee667edfad74a2560 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X7, condition_col=y. +Result preview: [{"y": "0", "conditional_percentile": 99.0}, {"y": "3", "conditional_percentile": null}, {"y": "2", "conditional_percentile": null}, {"y": "1", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..05413e0debd3e7a5e8561223077efb1b355d032e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_56fa964f6d4529da +-- problem_id: v2p_n6_609231f78bd9e895 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "y" + FROM "n6" +), +"ranked" AS ( + SELECT + "y" AS "group_col", + CAST("X7" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X7" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" = '0' + AND "X7" IS NOT NULL +) +SELECT + "groups"."y", + MIN( + CASE + WHEN "ranked"."rn" >= CAST((95 * "ranked"."cnt" + 99) / 100 AS INTEGER) + THEN "ranked"."measure_value" + END + ) AS "conditional_percentile" +FROM "groups" +LEFT JOIN "ranked" + ON "groups"."y" = "ranked"."group_col" +GROUP BY "groups"."y" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb94d7d97862758b768079fb7ee201bb8294c693 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n),\n\"ranked\" AS (\n SELECT\n \"y\" AS \"group_col\",\n CAST(\"X7\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X7\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" = '0'\n AND \"X7\" IS NOT NULL\n)\nSELECT\n \"groups\".\"y\",\n MIN(\n CASE\n WHEN \"ranked\".\"rn\" >= CAST((95 * \"ranked\".\"cnt\" + 99) / 100 AS INTEGER)\n THEN \"ranked\".\"measure_value\"\n END\n ) AS \"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"ranked\"\n ON \"groups\".\"y\" = \"ranked\".\"group_col\"\nGROUP BY \"groups\".\"y\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\" AS \\\"group_col\\\",\\n CAST(\\\"X7\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X7\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '0'\\n AND \\\"X7\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"groups\\\".\\\"y\\\",\\n MIN(\\n CASE\\n WHEN \\\"ranked\\\".\\\"rn\\\" >= CAST((95 * \\\"ranked\\\".\\\"cnt\\\" + 99) / 100 AS INTEGER)\\n THEN \\\"ranked\\\".\\\"measure_value\\\"\\n END\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"ranked\\\"\\n ON \\\"groups\\\".\\\"y\\\" = \\\"ranked\\\".\\\"group_col\\\"\\nGROUP BY \\\"groups\\\".\\\"y\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"y\", \"conditional_percentile\"], \"rows\": [{\"y\": \"0\", \"conditional_percentile\": 99.0}, {\"y\": \"3\", \"conditional_percentile\": null}, {\"y\": \"2\", \"conditional_percentile\": null}, {\"y\": \"1\", \"conditional_percentile\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cc32f180cc9379a403741faff073bcd972557615 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:14:11.952516+00:00", + "ended_at": "2026-05-04T09:14:42.031167+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_56fa964f6d4529da", + "problem_id": "v2p_n6_609231f78bd9e895", + "dataset_id": "n6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X7, condition_col=y.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_56fa964f6d4529da.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_56fa964f6d4529da", + "api_calls": 0, + "input_tokens": 22839, + "cached_input_tokens": 21888, + "output_tokens": 1147, + "total_tokens": 23986, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2748, + "estimated_output_tokens": 330, + "estimated_total_tokens": 3078, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30037.09, + "sql_execution_elapsed_ms_total": 12.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_56fa964f6d4529da\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..369f24c21d2f2f66a47c6179a76827961921494c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:14:42.002201+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 30037.09, "started_at": "2026-05-04T09:14:11.955376+00:00", "ended_at": "2026-05-04T09:14:41.992452+00:00", "prompt_metrics": {"chars": 8904, "bytes_utf8": 8904, "lines": 305, "estimated_tokens": 2748}, "response_metrics": {"chars": 1087, "bytes_utf8": 1087, "lines": 1, "estimated_tokens": 330}, "usage": {"input_tokens": 22839, "cached_input_tokens": 21888, "output_tokens": 1147}, "stderr_preview": "2026-05-04T09:14:12.133524Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:14:14.552596Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((95 * \\\"ranked\\\".\\\"cnt\\\" + 99) / 100 AS INTEGER)\\n THEN \\\"ranked\\\".\\\"measure_value\\\"\\n END\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"ranked\\\"\\n ON \\\"groups\\\".\\\"y\\\" = \\\"ranked\\\".\\\"group_col\\\"\\nGROUP BY \\\"groups\\\".\\\"y\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Adapted the planned quantile template to SQLite by emulating the 0.95 percentile with a nearest-rank window-function approach, since SQLite does not support PERCE"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..37483458b4fc5f4ba73c5d6cf92f0ef91f10d357 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_56fa964f6d4529da/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_56fa964f6d4529da", + "api_calls": 0, + "input_tokens": 22839, + "cached_input_tokens": 21888, + "output_tokens": 1147, + "total_tokens": 23986, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2748, + "estimated_output_tokens": 330, + "estimated_total_tokens": 3078, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30037.09, + "sql_execution_elapsed_ms_total": 12.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_56fa964f6d4529da\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58bde969ed23f314/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58bde969ed23f314/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf6bb08e030bc5c3a6cf573496a98a4710a2ea12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58bde969ed23f314/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X3": "-1", "support": 434, "avg_response": 0.988479262672811}, {"X3": "-2", "support": 431, "avg_response": 0.09048723897911833}, {"X3": "1", "support": 368, "avg_response": 0.7092391304347826}, {"X3": "-3", "support": 364, "avg_response": 0.3159340659340659}, {"X3": "2", "support": 349, "avg_response": 1.5300859598853869}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58bde969ed23f314/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58bde969ed23f314/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f54bcbc07bb47b0a91fb5900d31cbfee66db70bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58bde969ed23f314/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_58bde969ed23f314 +-- problem_id: v2p_n6_852e9a386246e10b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X3", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X3" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58bde969ed23f314/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58bde969ed23f314/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb555a49dd76f0ed5250dde910952dd625fe389a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58bde969ed23f314/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_58bde969ed23f314\n-- problem_id: v2p_n6_852e9a386246e10b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X3\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X3\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_58bde969ed23f314\\n-- problem_id: v2p_n6_852e9a386246e10b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X3\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X3\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X3\", \"support\", \"avg_response\"], \"rows\": [{\"X3\": \"-1\", \"support\": 434, \"avg_response\": 0.988479262672811}, {\"X3\": \"-2\", \"support\": 431, \"avg_response\": 0.09048723897911833}, {\"X3\": \"1\", \"support\": 368, \"avg_response\": 0.7092391304347826}, {\"X3\": \"-3\", \"support\": 364, \"avg_response\": 0.3159340659340659}, {\"X3\": \"2\", \"support\": 349, \"avg_response\": 1.5300859598853869}, {\"X3\": \"3\", \"support\": 348, \"avg_response\": 1.75}, {\"X3\": \"-4\", \"support\": 329, \"avg_response\": -1.1914893617021276}, {\"X3\": \"0\", \"support\": 316, \"avg_response\": 1.0221518987341771}, {\"X3\": \"-5\", \"support\": 278, \"avg_response\": -1.7841726618705036}, {\"X3\": \"5\", \"support\": 261, \"avg_response\": 2.4942528735632186}, {\"X3\": \"4\", \"support\": 248, \"avg_response\": 3.1975806451612905}, {\"X3\": \"6\", \"support\": 217, \"avg_response\": 2.110599078341014}, {\"X3\": \"-6\", \"support\": 216, \"avg_response\": -1.212962962962963}, {\"X3\": \"-7\", \"support\": 209, \"avg_response\": -2.325358851674641}, {\"X3\": \"7\", \"support\": 203, \"avg_response\": 4.330049261083744}, {\"X3\": \"8\", \"support\": 151, \"avg_response\": 5.403973509933775}, {\"X3\": \"-8\", \"support\": 146, \"avg_response\": -2.4315068493150687}, {\"X3\": \"-10\", \"support\": 144, \"avg_response\": -3.9375}, {\"X3\": \"-9\", \"support\": 142, \"avg_response\": -4.450704225352113}, {\"X3\": \"9\", \"support\": 118, \"avg_response\": 5.389830508474576}, {\"X3\": \"-11\", \"support\": 99, \"avg_response\": -4.404040404040404}, {\"X3\": \"10\", \"support\": 84, \"avg_response\": 8.321428571428571}, {\"X3\": \"-12\", \"support\": 78, \"avg_response\": -2.2051282051282053}, {\"X3\": \"11\", \"support\": 74, \"avg_response\": 7.256756756756757}, {\"X3\": \"16\", \"support\": 72, \"avg_response\": 14.041666666666666}, {\"X3\": \"14\", \"support\": 62, \"avg_response\": 7.854838709677419}, {\"X3\": \"-13\", \"support\": 62, \"avg_response\": -5.532258064516129}, {\"X3\": \"12\", \"support\": 50, \"avg_response\": 9.96}, {\"X3\": \"13\", \"support\": 45, \"avg_response\": 5.5777777777777775}, {\"X3\": \"15\", \"support\": 43, \"avg_response\": 8.86046511627907}, {\"X3\": \"-14\", \"support\": 43, \"avg_response\": -12.790697674418604}, {\"X3\": \"17\", \"support\": 40, \"avg_response\": 14.95}, {\"X3\": \"-16\", \"support\": 34, \"avg_response\": -5.470588235294118}, {\"X3\": \"-18\", \"support\": 33, \"avg_response\": -13.636363636363637}, {\"X3\": \"-15\", \"support\": 33, \"avg_response\": -15.515151515151516}, {\"X3\": \"-17\", \"support\": 30, \"avg_response\": -10.4}, {\"X3\": \"-19\", \"support\": 29, \"avg_response\": -14.344827586206897}, {\"X3\": \"20\", \"support\": 27, \"avg_response\": 22.555555555555557}, {\"X3\": \"-27\", \"support\": 25, \"avg_response\": -18.44}, {\"X3\": \"-26\", \"support\": 24, \"avg_response\": -17.125}, {\"X3\": \"-25\", \"support\": 24, \"avg_response\": -18.208333333333332}, {\"X3\": \"18\", \"support\": 23, \"avg_response\": 19.565217391304348}, {\"X3\": \"19\", \"support\": 23, \"avg_response\": 14.91304347826087}, {\"X3\": \"-20\", \"support\": 23, \"avg_response\": -13.26086956521739}, {\"X3\": \"-21\", \"support\": 23, \"avg_response\": -16.73913043478261}, {\"X3\": \"-24\", \"support\": 23, \"avg_response\": -20.391304347826086}, {\"X3\": \"27\", \"support\": 22, \"avg_response\": 22.09090909090909}, {\"X3\": \"-28\", \"support\": 21, \"avg_response\": -14.095238095238095}, {\"X3\": \"-23\", \"support\": 21, \"avg_response\": -16.0}, {\"X3\": \"-35\", \"support\": 21, \"avg_response\": -30.333333333333332}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58bde969ed23f314/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58bde969ed23f314/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b1674826dac58668fc2ed71ffd79fa76a966a90a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58bde969ed23f314/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.001568+00:00", + "ended_at": "2026-05-04T09:50:30.011172+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_58bde969ed23f314", + "problem_id": "v2p_n6_852e9a386246e10b", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X3.", + "bindings": { + "key_col": "X3", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_58bde969ed23f314.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58bde969ed23f314/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58bde969ed23f314/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58bde969ed23f314/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a8c851ab8c544ce67322f65b136a7bb921a02ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8698, "bytes_utf8": 8698, "lines": 304, "estimated_tokens": 2720}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22809, "cached_input_tokens": 22400, "output_tokens": 217}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ca48650f1e3b4b2e20edbc2921fb64969563b311 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_58f9f4bfcf3b923c", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 22400, + "output_tokens": 217, + "total_tokens": 23026, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2840, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13388.35, + "sql_execution_elapsed_ms_total": 3.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_58f9f4bfcf3b923c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..01853da4435091c717d312f346226a9815e1f9ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:30:22.617150+00:00", + "ended_at": "2026-05-04T09:30:36.005508+00:00", + "elapsed_ms": 13388.35, + "prompt_metrics": { + "chars": 8698, + "bytes_utf8": 8698, + "lines": 304, + "estimated_tokens": 2720 + }, + "stdout_metrics": { + "chars": 765, + "bytes_utf8": 765, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13243 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 431, + "bytes_utf8": 431, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22809, + "cached_input_tokens": 22400, + "output_tokens": 217 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1837d8858b1617d59e79956d362c3652b3b36f6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X15.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "predicate_col": "X15", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d964a1ee2c237cf885a2e26389bc01d7388047d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-0e98-7870-80c7-cef7800d0091"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X15\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X15\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the planned Top-k Group Sum with Filter template using group_col=\\\"y\\\", measure_col=\\\"X15\\\", and predicate_col=\\\"X15\\\". CAST to REAL is used because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":22400,"output_tokens":217}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c33e49cf9993c4309fa3599d76a447c802738e38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X15\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X15\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Applied the planned Top-k Group Sum with Filter template using group_col=\"y\", measure_col=\"X15\", and predicate_col=\"X15\". CAST to REAL is used because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0782c64d6f6cd582842729b2be3a776254dd64dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:30:22.803627Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:30:25.156975Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:35.253462Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3164740bdeeaed633e995725bc04bfe267d24a9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X15. +Result preview: [{"y": "0", "total_measure": 40881.0}, {"y": "1", "total_measure": 7899.0}, {"y": "3", "total_measure": 5508.0}, {"y": "2", "total_measure": 2158.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d7fa2654f23a4187a36dea858579cc7fd796ac89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_58f9f4bfcf3b923c +-- problem_id: v2p_n6_d9635cc942d5b4ef +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X15" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X15" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a79c3815a025e917be54ef9c5ccc8e0e897c283 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X15\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X15\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X15\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X15\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 40881.0}, {\"y\": \"1\", \"total_measure\": 7899.0}, {\"y\": \"3\", \"total_measure\": 5508.0}, {\"y\": \"2\", \"total_measure\": 2158.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.56}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e5197867faa1051013d3e3231e811498411bb3f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:30:22.614366+00:00", + "ended_at": "2026-05-04T09:30:36.046721+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_58f9f4bfcf3b923c", + "problem_id": "v2p_n6_d9635cc942d5b4ef", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X15.", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "predicate_col": "X15", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_58f9f4bfcf3b923c.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_58f9f4bfcf3b923c", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 22400, + "output_tokens": 217, + "total_tokens": 23026, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2840, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13388.35, + "sql_execution_elapsed_ms_total": 3.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_58f9f4bfcf3b923c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b9bba0ed160d7e605cc27e4a8db20de4450fff4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:30:36.034936+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13388.35, "started_at": "2026-05-04T09:30:22.617150+00:00", "ended_at": "2026-05-04T09:30:36.005508+00:00", "prompt_metrics": {"chars": 8698, "bytes_utf8": 8698, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22809, "cached_input_tokens": 22400, "output_tokens": 217}, "stderr_preview": "2026-05-04T09:30:22.803627Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:30:25.156975Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the planned Top-k Group Sum with Filter template using group_col=\\\"y\\\", measure_col=\\\"X15\\\", and predicate_col=\\\"X15\\\". CAST to REAL is used because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff2e47cccc11d399df9cad49dab7e58a7318d6e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_58f9f4bfcf3b923c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_58f9f4bfcf3b923c", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 22400, + "output_tokens": 217, + "total_tokens": 23026, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2840, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13388.35, + "sql_execution_elapsed_ms_total": 3.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_58f9f4bfcf3b923c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59a0e55030bc970c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59a0e55030bc970c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..05f18ae8ea4296568df7c5f0e107d3e75241d7f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59a0e55030bc970c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X5": "-5", "support": 237, "avg_response": -2.1012658227848102}, {"X5": "-3", "support": 235, "avg_response": -0.9063829787234042}, {"X5": "-1", "support": 222, "avg_response": -1.0810810810810811}, {"X5": "1", "support": 220, "avg_response": 0.4409090909090909}, {"X5": "7", "support": 219, "avg_response": 0.6210045662100456}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59a0e55030bc970c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59a0e55030bc970c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f923df394c4dfd178c0d44a0197e1218b3dafb59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59a0e55030bc970c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_59a0e55030bc970c +-- problem_id: v2p_n6_9cc938770c87d263 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X5", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59a0e55030bc970c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59a0e55030bc970c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c265224c04c56081c9e78bcdc5af0d375daa72ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59a0e55030bc970c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_59a0e55030bc970c\n-- problem_id: v2p_n6_9cc938770c87d263\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X5\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_59a0e55030bc970c\\n-- problem_id: v2p_n6_9cc938770c87d263\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X5\", \"support\", \"avg_response\"], \"rows\": [{\"X5\": \"-5\", \"support\": 237, \"avg_response\": -2.1012658227848102}, {\"X5\": \"-3\", \"support\": 235, \"avg_response\": -0.9063829787234042}, {\"X5\": \"-1\", \"support\": 222, \"avg_response\": -1.0810810810810811}, {\"X5\": \"1\", \"support\": 220, \"avg_response\": 0.4409090909090909}, {\"X5\": \"7\", \"support\": 219, \"avg_response\": 0.6210045662100456}, {\"X5\": \"2\", \"support\": 218, \"avg_response\": 1.275229357798165}, {\"X5\": \"-4\", \"support\": 215, \"avg_response\": 1.7348837209302326}, {\"X5\": \"-7\", \"support\": 212, \"avg_response\": -0.9292452830188679}, {\"X5\": \"-6\", \"support\": 207, \"avg_response\": 0.07246376811594203}, {\"X5\": \"6\", \"support\": 202, \"avg_response\": 0.039603960396039604}, {\"X5\": \"-8\", \"support\": 201, \"avg_response\": -0.7661691542288557}, {\"X5\": \"-2\", \"support\": 199, \"avg_response\": -0.05527638190954774}, {\"X5\": \"4\", \"support\": 196, \"avg_response\": -0.47959183673469385}, {\"X5\": \"3\", \"support\": 194, \"avg_response\": -1.9175257731958764}, {\"X5\": \"5\", \"support\": 189, \"avg_response\": 0.31216931216931215}, {\"X5\": \"-9\", \"support\": 184, \"avg_response\": -0.358695652173913}, {\"X5\": \"0\", \"support\": 160, \"avg_response\": 0.35625}, {\"X5\": \"9\", \"support\": 159, \"avg_response\": 1.610062893081761}, {\"X5\": \"8\", \"support\": 157, \"avg_response\": 0.27388535031847133}, {\"X5\": \"-10\", \"support\": 133, \"avg_response\": -0.13533834586466165}, {\"X5\": \"11\", \"support\": 128, \"avg_response\": 1.3359375}, {\"X5\": \"-11\", \"support\": 128, \"avg_response\": -0.4140625}, {\"X5\": \"10\", \"support\": 120, \"avg_response\": 0.075}, {\"X5\": \"-13\", \"support\": 106, \"avg_response\": -1.1981132075471699}, {\"X5\": \"-12\", \"support\": 99, \"avg_response\": 2.9494949494949494}, {\"X5\": \"13\", \"support\": 96, \"avg_response\": 2.125}, {\"X5\": \"12\", \"support\": 90, \"avg_response\": 5.833333333333333}, {\"X5\": \"-14\", \"support\": 90, \"avg_response\": -1.211111111111111}, {\"X5\": \"14\", \"support\": 87, \"avg_response\": 3.8045977011494254}, {\"X5\": \"17\", \"support\": 80, \"avg_response\": 7.575}, {\"X5\": \"-15\", \"support\": 77, \"avg_response\": -4.467532467532467}, {\"X5\": \"18\", \"support\": 75, \"avg_response\": 7.026666666666666}, {\"X5\": \"16\", \"support\": 70, \"avg_response\": 3.2714285714285714}, {\"X5\": \"-16\", \"support\": 67, \"avg_response\": -4.2388059701492535}, {\"X5\": \"-17\", \"support\": 65, \"avg_response\": -2.8153846153846156}, {\"X5\": \"22\", \"support\": 62, \"avg_response\": 7.532258064516129}, {\"X5\": \"19\", \"support\": 61, \"avg_response\": 6.475409836065574}, {\"X5\": \"21\", \"support\": 56, \"avg_response\": 12.517857142857142}, {\"X5\": \"15\", \"support\": 54, \"avg_response\": 4.388888888888889}, {\"X5\": \"-18\", \"support\": 51, \"avg_response\": -3.7254901960784315}, {\"X5\": \"20\", \"support\": 49, \"avg_response\": 7.408163265306122}, {\"X5\": \"23\", \"support\": 49, \"avg_response\": 7.040816326530612}, {\"X5\": \"-19\", \"support\": 47, \"avg_response\": -5.51063829787234}, {\"X5\": \"24\", \"support\": 46, \"avg_response\": 6.130434782608695}, {\"X5\": \"-20\", \"support\": 43, \"avg_response\": -6.8604651162790695}, {\"X5\": \"27\", \"support\": 42, \"avg_response\": 0.8571428571428571}, {\"X5\": \"-25\", \"support\": 41, \"avg_response\": 2.2439024390243905}, {\"X5\": \"-26\", \"support\": 36, \"avg_response\": -16.86111111111111}, {\"X5\": \"31\", \"support\": 34, \"avg_response\": 13.323529411764707}, {\"X5\": \"30\", \"support\": 34, \"avg_response\": 6.735294117647059}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59a0e55030bc970c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59a0e55030bc970c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d525b5595d86afa39f80ade10ebfb2e11a790a11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59a0e55030bc970c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.078908+00:00", + "ended_at": "2026-05-04T09:50:30.088834+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_59a0e55030bc970c", + "problem_id": "v2p_n6_9cc938770c87d263", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X5.", + "bindings": { + "key_col": "X5", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=14", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 14, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_59a0e55030bc970c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59a0e55030bc970c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59a0e55030bc970c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59a0e55030bc970c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4730ae4ca434faf1da29484469cce3613fb3a1c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8684, "bytes_utf8": 8684, "lines": 298, "estimated_tokens": 2726}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 930, "bytes_utf8": 930, "lines": 1, "estimated_tokens": 289}, "usage": {"input_tokens": 22817, "cached_input_tokens": 22400, "output_tokens": 503}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..922d3c82a8ca0949004df68d2dd2a1c3ff51eb35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_59b228411025a78d", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 22400, + "output_tokens": 503, + "total_tokens": 23320, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 289, + "estimated_total_tokens": 3015, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19235.05, + "sql_execution_elapsed_ms_total": 11.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_59b228411025a78d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d748a61bdd518423bbff3bb2839473438b872108 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:49:40.044726+00:00", + "ended_at": "2026-05-04T09:49:59.280483+00:00", + "elapsed_ms": 19235.05, + "prompt_metrics": { + "chars": 8684, + "bytes_utf8": 8684, + "lines": 298, + "estimated_tokens": 2726 + }, + "stdout_metrics": { + "chars": 1296, + "bytes_utf8": 1296, + "lines": 4, + "estimated_tokens": 423 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13259 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 930, + "bytes_utf8": 930, + "lines": 1, + "estimated_tokens": 289 + }, + "usage": { + "input_tokens": 22817, + "cached_input_tokens": 22400, + "output_tokens": 503 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcc7a8dc5c193cd11346dffdf65675b260aff0d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X9.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "X9", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..237e0b97f0fd638b6b048a03b413beeea65289e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df264-b96b-7990-874a-f022a7ae21fc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH stats AS (\\n SELECT\\n AVG(CAST(\\\"X9\\\" AS REAL)) AS mean_x9,\\n AVG(CAST(\\\"X9\\\" AS REAL) * CAST(\\\"X9\\\" AS REAL)) AS mean_sq_x9\\n FROM \\\"n6\\\"\\n),\\nscored AS (\\n SELECT\\n \\\"n6\\\".*, \\n CASE\\n WHEN (stats.mean_sq_x9 - stats.mean_x9 * stats.mean_x9) > 0 THEN\\n ((CAST(\\\"n6\\\".\\\"X9\\\" AS REAL) - stats.mean_x9) * (CAST(\\\"n6\\\".\\\"X9\\\" AS REAL) - stats.mean_x9))\\n / (stats.mean_sq_x9 - stats.mean_x9 * stats.mean_x9)\\n ELSE NULL\\n END AS z_score_sq\\n FROM \\\"n6\\\"\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE z_score_sq > (2.0 * 2.0)\\nORDER BY CAST(\\\"X9\\\" AS REAL) DESC;\",\"notes\":\"Adapted the planned z-score outlier template for SQLite by casting \\\"X9\\\" from TEXT to REAL and replacing unsupported STDDEV with an equivalent variance-based squared z-score filter: z^2 > 4.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22817,"cached_input_tokens":22400,"output_tokens":503}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d90f15b52d53c33e1163d8daa3918f7f0304f8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH stats AS (\n SELECT\n AVG(CAST(\"X9\" AS REAL)) AS mean_x9,\n AVG(CAST(\"X9\" AS REAL) * CAST(\"X9\" AS REAL)) AS mean_sq_x9\n FROM \"n6\"\n),\nscored AS (\n SELECT\n \"n6\".*, \n CASE\n WHEN (stats.mean_sq_x9 - stats.mean_x9 * stats.mean_x9) > 0 THEN\n ((CAST(\"n6\".\"X9\" AS REAL) - stats.mean_x9) * (CAST(\"n6\".\"X9\" AS REAL) - stats.mean_x9))\n / (stats.mean_sq_x9 - stats.mean_x9 * stats.mean_x9)\n ELSE NULL\n END AS z_score_sq\n FROM \"n6\"\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE z_score_sq > (2.0 * 2.0)\nORDER BY CAST(\"X9\" AS REAL) DESC;","notes":"Adapted the planned z-score outlier template for SQLite by casting \"X9\" from TEXT to REAL and replacing unsupported STDDEV with an equivalent variance-based squared z-score filter: z^2 > 4."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6eac2ec8b8ffb5731cbc9973dd0c3e624e936cc7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:49:40.752844Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:49:43.187156Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:49:58.409126Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..54f1a791a2cd37b89f1e500dadcf8f58d8e0035b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X9. +Result preview: [{"X1": "-47", "X2": "-39", "X3": "-27", "X4": "11", "X5": "59", "X6": "132", "X7": "215", "X8": "271", "X9": "280", "X10": "251", "X11": "196", "X12": "122", "X13": "27", "X14": "-76", "X15": "-177", "X16": "-217", "y": "0", "z_score_sq": 54.63126938922048}, {"X1": "-262", "X2": "-200", "X3": "-120", "X4": "-81", "X5": "-57", "X6": "10", "X7": "92", "X8": "157", "X9": "225", "X10": "221", "X11": "160", "X12": "88", "X13": "35", "X14": "2", "X15": "-81", "X16": "-118", "y": "0", "z_score_sq": 35.3778663622938}, {"X1": "-129", "X2": "-101", "X3": "-43", "X4": "14", "X5": "63", "X6": "108", "X7": "153", "X8": "185", "X9": "208", "X10": "216", "X11": "203", "X12": "177", "X13": "132", "X14": "69", "X15": "-10", "X16": "-92", "y": "0", "z_score_sq": 30.269779922723245}, {"X1": "49", "X2": "52", "X3": "72", "X4": "89", "X5": "103", "X6": "136", "X7": "173", "X8": "204", "X9": "203", "X10": "178", "X11": "129", "X12": "82", "X13": "58", "X14": "54", "X15": "56", "X16": "54", "y": "0", "z_score_sq": 28.84315825304787}, {"X1": "-68", "X2": "-18", "X3": "41", "X4": "87", "X5": "127", "X6": "158", "X7": "201", "X8": "201", "X9": "199", "X10": "136", "X11": "102", "X12": "60", "X13": "44", "X14": "-4", "X15": "-37", "X16": "-34", "y": "0", "z_score_sq": 27.72665401745804}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ec28915266306701a5908da8c3a85ab0bab5360 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n6_59b228411025a78d +-- problem_id: v2p_n6_82bf8eb68b509c67 +-- realization_mode: agent +-- source_kind: agent +WITH stats AS ( + SELECT + AVG(CAST("X9" AS REAL)) AS mean_x9, + AVG(CAST("X9" AS REAL) * CAST("X9" AS REAL)) AS mean_sq_x9 + FROM "n6" +), +scored AS ( + SELECT + "n6".*, + CASE + WHEN (stats.mean_sq_x9 - stats.mean_x9 * stats.mean_x9) > 0 THEN + ((CAST("n6"."X9" AS REAL) - stats.mean_x9) * (CAST("n6"."X9" AS REAL) - stats.mean_x9)) + / (stats.mean_sq_x9 - stats.mean_x9 * stats.mean_x9) + ELSE NULL + END AS z_score_sq + FROM "n6" + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE z_score_sq > (2.0 * 2.0) +ORDER BY CAST("X9" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf85fa69d4dd68133d472e73af100a0489ea6341 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH stats AS (\n SELECT\n AVG(CAST(\"X9\" AS REAL)) AS mean_x9,\n AVG(CAST(\"X9\" AS REAL) * CAST(\"X9\" AS REAL)) AS mean_sq_x9\n FROM \"n6\"\n),\nscored AS (\n SELECT\n \"n6\".*, \n CASE\n WHEN (stats.mean_sq_x9 - stats.mean_x9 * stats.mean_x9) > 0 THEN\n ((CAST(\"n6\".\"X9\" AS REAL) - stats.mean_x9) * (CAST(\"n6\".\"X9\" AS REAL) - stats.mean_x9))\n / (stats.mean_sq_x9 - stats.mean_x9 * stats.mean_x9)\n ELSE NULL\n END AS z_score_sq\n FROM \"n6\"\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE z_score_sq > (2.0 * 2.0)\nORDER BY CAST(\"X9\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH stats AS (\\n SELECT\\n AVG(CAST(\\\"X9\\\" AS REAL)) AS mean_x9,\\n AVG(CAST(\\\"X9\\\" AS REAL) * CAST(\\\"X9\\\" AS REAL)) AS mean_sq_x9\\n FROM \\\"n6\\\"\\n),\\nscored AS (\\n SELECT\\n \\\"n6\\\".*, \\n CASE\\n WHEN (stats.mean_sq_x9 - stats.mean_x9 * stats.mean_x9) > 0 THEN\\n ((CAST(\\\"n6\\\".\\\"X9\\\" AS REAL) - stats.mean_x9) * (CAST(\\\"n6\\\".\\\"X9\\\" AS REAL) - stats.mean_x9))\\n / (stats.mean_sq_x9 - stats.mean_x9 * stats.mean_x9)\\n ELSE NULL\\n END AS z_score_sq\\n FROM \\\"n6\\\"\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE z_score_sq > (2.0 * 2.0)\\nORDER BY CAST(\\\"X9\\\" AS REAL) DESC;\", \"columns\": [\"X1\", \"X2\", \"X3\", \"X4\", \"X5\", \"X6\", \"X7\", \"X8\", \"X9\", \"X10\", \"X11\", \"X12\", \"X13\", \"X14\", \"X15\", \"X16\", \"y\", \"z_score_sq\"], \"rows\": [{\"X1\": \"-47\", \"X2\": \"-39\", \"X3\": \"-27\", \"X4\": \"11\", \"X5\": \"59\", \"X6\": \"132\", \"X7\": \"215\", \"X8\": \"271\", \"X9\": \"280\", \"X10\": \"251\", \"X11\": \"196\", \"X12\": \"122\", \"X13\": \"27\", \"X14\": \"-76\", \"X15\": \"-177\", \"X16\": \"-217\", \"y\": \"0\", \"z_score_sq\": 54.63126938922048}, {\"X1\": \"-262\", \"X2\": \"-200\", \"X3\": \"-120\", \"X4\": \"-81\", \"X5\": \"-57\", \"X6\": \"10\", \"X7\": \"92\", \"X8\": \"157\", \"X9\": \"225\", \"X10\": \"221\", \"X11\": \"160\", \"X12\": \"88\", \"X13\": \"35\", \"X14\": \"2\", \"X15\": \"-81\", \"X16\": \"-118\", \"y\": \"0\", \"z_score_sq\": 35.3778663622938}, {\"X1\": \"-129\", \"X2\": \"-101\", \"X3\": \"-43\", \"X4\": \"14\", \"X5\": \"63\", \"X6\": \"108\", \"X7\": \"153\", \"X8\": \"185\", \"X9\": \"208\", \"X10\": \"216\", \"X11\": \"203\", \"X12\": \"177\", \"X13\": \"132\", \"X14\": \"69\", \"X15\": \"-10\", \"X16\": \"-92\", \"y\": \"0\", \"z_score_sq\": 30.269779922723245}, {\"X1\": \"49\", \"X2\": \"52\", \"X3\": \"72\", \"X4\": \"89\", \"X5\": \"103\", \"X6\": \"136\", \"X7\": \"173\", \"X8\": \"204\", \"X9\": \"203\", \"X10\": \"178\", \"X11\": \"129\", \"X12\": \"82\", \"X13\": \"58\", \"X14\": \"54\", \"X15\": \"56\", \"X16\": \"54\", \"y\": \"0\", \"z_score_sq\": 28.84315825304787}, {\"X1\": \"-68\", \"X2\": \"-18\", \"X3\": \"41\", \"X4\": \"87\", \"X5\": \"127\", \"X6\": \"158\", \"X7\": \"201\", \"X8\": \"201\", \"X9\": \"199\", \"X10\": \"136\", \"X11\": \"102\", \"X12\": \"60\", \"X13\": \"44\", \"X14\": \"-4\", \"X15\": \"-37\", \"X16\": \"-34\", \"y\": \"0\", \"z_score_sq\": 27.72665401745804}, {\"X1\": \"-51\", \"X2\": \"-32\", \"X3\": \"-1\", \"X4\": \"41\", \"X5\": \"96\", \"X6\": \"157\", \"X7\": \"191\", \"X8\": \"209\", \"X9\": \"197\", \"X10\": \"157\", \"X11\": \"84\", \"X12\": \"-2\", \"X13\": \"-73\", \"X14\": \"-135\", \"X15\": \"-156\", \"X16\": \"-152\", \"y\": \"0\", 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b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:49:40.041713+00:00", + "ended_at": "2026-05-04T09:49:59.331605+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_59b228411025a78d", + "problem_id": "v2p_n6_82bf8eb68b509c67", + "dataset_id": "n6", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X9.", + "bindings": { + "measure_col": "X9", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_59b228411025a78d.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_59b228411025a78d", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 22400, + "output_tokens": 503, + "total_tokens": 23320, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 289, + "estimated_total_tokens": 3015, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19235.05, + "sql_execution_elapsed_ms_total": 11.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_59b228411025a78d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c17bdee4c1e845d29d48f918183eb87b31bd302 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:49:59.309312+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19235.05, "started_at": "2026-05-04T09:49:40.044726+00:00", "ended_at": "2026-05-04T09:49:59.280483+00:00", "prompt_metrics": {"chars": 8684, "bytes_utf8": 8684, "lines": 298, "estimated_tokens": 2726}, "response_metrics": {"chars": 930, "bytes_utf8": 930, "lines": 1, "estimated_tokens": 289}, "usage": {"input_tokens": 22817, "cached_input_tokens": 22400, "output_tokens": 503}, "stderr_preview": "2026-05-04T09:49:40.752844Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:49:43.187156Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0 THEN\\n ((CAST(\\\"n6\\\".\\\"X9\\\" AS REAL) - stats.mean_x9) * (CAST(\\\"n6\\\".\\\"X9\\\" AS REAL) - stats.mean_x9))\\n / (stats.mean_sq_x9 - stats.mean_x9 * stats.mean_x9)\\n ELSE NULL\\n END AS z_score_sq\\n FROM \\\"n6\\\"\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE z_score_sq > (2.0 * 2.0)\\nORDER BY CAST(\\\"X9\\\" AS REAL) DESC;\",\"notes\":\"Adapted the planned z-score outlier template for SQLite by casting \\\"X9\\\" from TEXT to REAL and replacing unsupported STDDEV with an equivalent variance-based squared z-score filter: z^2 > 4.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..15205476f01e3678d262228f68f346dc8d5b7710 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_59b228411025a78d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_59b228411025a78d", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 22400, + "output_tokens": 503, + "total_tokens": 23320, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 289, + "estimated_total_tokens": 3015, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19235.05, + "sql_execution_elapsed_ms_total": 11.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_59b228411025a78d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..85cbfe1307bd1b2063d6acfef2d4154e12c3fd73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X5": "-5", "support": 237, "avg_response": -2.9367088607594938}, {"X5": "-3", "support": 235, "avg_response": -3.3063829787234043}, {"X5": "-1", "support": 222, "avg_response": -0.8918918918918919}, {"X5": "1", "support": 220, "avg_response": -0.23636363636363636}, {"X5": "7", "support": 219, "avg_response": 2.2465753424657535}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..176b7bce602aafe5e89e36e04f05c19fba11e05a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_5a9e1e8f5895319a +-- problem_id: v2p_n6_de5e02383df6393e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X5", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..315aef5600ac5f2a453d19db28a65b5350db656f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_5a9e1e8f5895319a\n-- problem_id: v2p_n6_de5e02383df6393e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X5\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_5a9e1e8f5895319a\\n-- problem_id: v2p_n6_de5e02383df6393e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X5\", \"support\", \"avg_response\"], \"rows\": [{\"X5\": \"-5\", \"support\": 237, \"avg_response\": -2.9367088607594938}, {\"X5\": \"-3\", \"support\": 235, \"avg_response\": -3.3063829787234043}, {\"X5\": \"-1\", \"support\": 222, \"avg_response\": -0.8918918918918919}, {\"X5\": \"1\", \"support\": 220, \"avg_response\": -0.23636363636363636}, {\"X5\": \"7\", \"support\": 219, \"avg_response\": 2.2465753424657535}, {\"X5\": \"2\", \"support\": 218, \"avg_response\": -0.20642201834862386}, {\"X5\": \"-4\", \"support\": 215, \"avg_response\": -1.8976744186046512}, {\"X5\": \"-7\", \"support\": 212, \"avg_response\": -3.7830188679245285}, {\"X5\": \"-6\", \"support\": 207, \"avg_response\": -2.550724637681159}, {\"X5\": \"6\", \"support\": 202, \"avg_response\": 0.297029702970297}, {\"X5\": \"-8\", \"support\": 201, \"avg_response\": -2.417910447761194}, {\"X5\": \"-2\", \"support\": 199, \"avg_response\": -2.0603015075376883}, {\"X5\": \"4\", \"support\": 196, \"avg_response\": 0.4030612244897959}, {\"X5\": \"3\", \"support\": 194, \"avg_response\": -0.3556701030927835}, {\"X5\": \"5\", \"support\": 189, \"avg_response\": -0.31216931216931215}, {\"X5\": \"-9\", \"support\": 184, \"avg_response\": -1.815217391304348}, {\"X5\": \"0\", \"support\": 160, \"avg_response\": 0.1875}, {\"X5\": \"9\", \"support\": 159, \"avg_response\": 1.3522012578616351}, {\"X5\": \"8\", \"support\": 157, \"avg_response\": 1.2420382165605095}, {\"X5\": \"-10\", \"support\": 133, \"avg_response\": -1.7518796992481203}, {\"X5\": \"11\", \"support\": 128, \"avg_response\": 0.03125}, {\"X5\": \"-11\", \"support\": 128, \"avg_response\": -2.28125}, {\"X5\": \"10\", \"support\": 120, \"avg_response\": 0.041666666666666664}, {\"X5\": \"-13\", \"support\": 106, \"avg_response\": -5.528301886792453}, {\"X5\": \"-12\", \"support\": 99, \"avg_response\": -1.7272727272727273}, {\"X5\": \"13\", \"support\": 96, \"avg_response\": 1.3854166666666667}, {\"X5\": \"12\", \"support\": 90, \"avg_response\": 0.9777777777777777}, {\"X5\": \"-14\", \"support\": 90, \"avg_response\": -4.855555555555555}, {\"X5\": \"14\", \"support\": 87, \"avg_response\": 3.6091954022988504}, {\"X5\": \"17\", \"support\": 80, \"avg_response\": -3.0625}, {\"X5\": \"-15\", \"support\": 77, \"avg_response\": -7.584415584415584}, {\"X5\": \"18\", \"support\": 75, \"avg_response\": 2.1333333333333333}, {\"X5\": \"16\", \"support\": 70, \"avg_response\": -3.742857142857143}, {\"X5\": \"-16\", \"support\": 67, \"avg_response\": -6.701492537313433}, {\"X5\": \"-17\", \"support\": 65, \"avg_response\": -8.169230769230769}, {\"X5\": \"22\", \"support\": 62, \"avg_response\": 6.645161290322581}, {\"X5\": \"19\", \"support\": 61, \"avg_response\": 0.47540983606557374}, {\"X5\": \"21\", \"support\": 56, \"avg_response\": -1.0535714285714286}, {\"X5\": \"15\", \"support\": 54, \"avg_response\": 1.3518518518518519}, {\"X5\": \"-18\", \"support\": 51, \"avg_response\": -5.333333333333333}, {\"X5\": \"23\", \"support\": 49, \"avg_response\": 4.36734693877551}, {\"X5\": \"20\", \"support\": 49, \"avg_response\": 1.510204081632653}, {\"X5\": \"-19\", \"support\": 47, \"avg_response\": -7.829787234042553}, {\"X5\": \"24\", \"support\": 46, \"avg_response\": 1.2391304347826086}, {\"X5\": \"-20\", \"support\": 43, \"avg_response\": -5.3023255813953485}, {\"X5\": \"27\", \"support\": 42, \"avg_response\": 6.142857142857143}, {\"X5\": \"-25\", \"support\": 41, \"avg_response\": -2.097560975609756}, {\"X5\": \"-26\", \"support\": 36, \"avg_response\": -13.166666666666666}, {\"X5\": \"30\", \"support\": 34, \"avg_response\": 6.735294117647059}, {\"X5\": \"26\", \"support\": 34, \"avg_response\": 1.9411764705882353}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.49}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e00d15b82f18a16b258432e4375d92f59c2f52a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.103899+00:00", + "ended_at": "2026-05-04T09:50:30.113198+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_5a9e1e8f5895319a", + "problem_id": "v2p_n6_de5e02383df6393e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X5.", + "bindings": { + "key_col": "X5", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=16", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 16, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_5a9e1e8f5895319a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8c74022d67e4a0b7c6ea24d68ffeadbea02fe6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 171}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..270fbf4a57d80407e8bf954a99c7fd5b5a2c6aaf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5cdb97002b242888", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 22942, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15273.48, + "sql_execution_elapsed_ms_total": 5.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_5cdb97002b242888\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5cf792a0cd488ca1e3a0eb1213bd5b3319fe65e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:46:24.651201+00:00", + "ended_at": "2026-05-04T09:46:39.924168+00:00", + "elapsed_ms": 15273.48, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "estimated_tokens": 2682 + }, + "stdout_metrics": { + "chars": 731, + "bytes_utf8": 731, + "lines": 4, + "estimated_tokens": 227 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13281 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 397, + "bytes_utf8": 397, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 171 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3cb5b1d4b7c4985fcb01c77dee0b35390de6385 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..517a89e349fe19e9f9fe50bf8b63ecf0a9f82b0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df261-ca13-72a2-b814-ea60f8d12c0e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X12\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X12\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X12\\\". Cast \\\"X12\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":171}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf53659f6b4ce1685e2627ae25758154fcb5196a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X12\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X12\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Used the required Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X12\". Cast \"X12\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f84b51b871daa3cd61db0568851a9b214f30329d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:46:28.335590Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:46:30.732187Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:46:39.138164Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9174f2683940f0e9d280466deafd1557595a6901 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X12. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c27b2ee8db6f83e20cca948d3baa4d885bafc79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_5cdb97002b242888 +-- problem_id: v2p_n6_969bfbad0fb04c09 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X12" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X12" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cca22820954c8aa376c1837a6ad96d92bddc0dc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X12\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X12\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X12\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X12\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a3cf502e3643fb2886d4fcefc871ebf951de78bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:46:24.647961+00:00", + "ended_at": "2026-05-04T09:46:39.959482+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_5cdb97002b242888", + "problem_id": "v2p_n6_969bfbad0fb04c09", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X12.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_5cdb97002b242888.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5cdb97002b242888", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 22942, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15273.48, + "sql_execution_elapsed_ms_total": 5.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_5cdb97002b242888\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..686c7018048a55230cd61ac144d7cf888cd297f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:46:39.945363+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15273.48, "started_at": "2026-05-04T09:46:24.651201+00:00", "ended_at": "2026-05-04T09:46:39.924168+00:00", "prompt_metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 171}, "stderr_preview": "2026-05-04T09:46:28.335590Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:46:30.732187Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 3.0\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X12\\\". Cast \\\"X12\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..58322ebda887f5ccb10f1009f79ada3c3b10fcd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5cdb97002b242888/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5cdb97002b242888", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 22942, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15273.48, + "sql_execution_elapsed_ms_total": 5.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_5cdb97002b242888\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c34bb8eb1fbe49ddfb56a1fcfa164c288a70fc6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8902, "bytes_utf8": 8902, "lines": 305, "estimated_tokens": 2748}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 844, "bytes_utf8": 844, "lines": 1, "estimated_tokens": 232}, "usage": {"input_tokens": 22839, "cached_input_tokens": 21888, "output_tokens": 847}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..054dfa6cc6968850ef2d426dc4e3a63fda998fdf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5e90cbecbd7c8691", + "api_calls": 0, + "input_tokens": 22839, + "cached_input_tokens": 21888, + "output_tokens": 847, + "total_tokens": 23686, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2748, + "estimated_output_tokens": 232, + "estimated_total_tokens": 2980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26402.45, + "sql_execution_elapsed_ms_total": 10.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_5e90cbecbd7c8691\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d0c0976627e08d3e3b4088a0f955466c7b72551b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:13:45.504658+00:00", + "ended_at": "2026-05-04T09:14:11.907805+00:00", + "elapsed_ms": 26402.45, + "prompt_metrics": { + "chars": 8902, + "bytes_utf8": 8902, + "lines": 305, + "estimated_tokens": 2748 + }, + "stdout_metrics": { + "chars": 1203, + "bytes_utf8": 1203, + "lines": 4, + "estimated_tokens": 363 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13183 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 844, + "bytes_utf8": 844, + "lines": 1, + "estimated_tokens": 232 + }, + "usage": { + "input_tokens": 22839, + "cached_input_tokens": 21888, + "output_tokens": 847 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b00508e45e737d9dbdcb1165a66ea6b33a92edc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X6, condition_col=y.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23389df1185000f787b9c2b8e0a2e9fba6679eb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df243-d7b9-7fd0-8cde-51af94b30a10"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nSELECT \\\"y\\\",\\n MAX(CASE\\n WHEN rn = ((cnt * 9) + 9) / 10 THEN x6_val\\n END) AS conditional_percentile\\nFROM (\\n SELECT \\\"y\\\",\\n CAST(\\\"X6\\\" AS REAL) AS x6_val,\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X6\\\" AS REAL)\\n ) AS rn,\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS cnt\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '0'\\n) AS ranked\\nGROUP BY \\\"y\\\"\\nORDER BY conditional_percentile DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation with window functions and casts \\\"X6\\\" from TEXT to REAL. Because both group_col and condition_col are \\\"y\\\" and the condition is y='0', the result will only include group '0'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22839,"cached_input_tokens":21888,"output_tokens":847}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e34703f37302cb6557c51eab9b871e3fe87e51b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nSELECT \"y\",\n MAX(CASE\n WHEN rn = ((cnt * 9) + 9) / 10 THEN x6_val\n END) AS conditional_percentile\nFROM (\n SELECT \"y\",\n CAST(\"X6\" AS REAL) AS x6_val,\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X6\" AS REAL)\n ) AS rn,\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS cnt\n FROM \"n6\"\n WHERE \"y\" = '0'\n) AS ranked\nGROUP BY \"y\"\nORDER BY conditional_percentile DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation with window functions and casts \"X6\" from TEXT to REAL. Because both group_col and condition_col are \"y\" and the condition is y='0', the result will only include group '0'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..561f2ef36976deaca75ac7b402e195eb5db10ee1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:13:45.744097Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:13:48.275211Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:14:11.075838Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..56e1cbd9da13b6baf0c254324935a3c0b68c2dcd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X6, condition_col=y. +Result preview: [{"y": "0", "conditional_percentile": 73.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c24b32cf3317033727ddc452ee70aecd453cfdf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/generated_sql.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_5e90cbecbd7c8691 +-- problem_id: v2p_n6_4658392b6fdcb919 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + MAX(CASE + WHEN rn = ((cnt * 9) + 9) / 10 THEN x6_val + END) AS conditional_percentile +FROM ( + SELECT "y", + CAST("X6" AS REAL) AS x6_val, + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X6" AS REAL) + ) AS rn, + COUNT(*) OVER ( + PARTITION BY "y" + ) AS cnt + FROM "n6" + WHERE "y" = '0' +) AS ranked +GROUP BY "y" +ORDER BY conditional_percentile DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11c2eb85a8f73a91f24474cec5a60f56eb8779e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nSELECT \"y\",\n MAX(CASE\n WHEN rn = ((cnt * 9) + 9) / 10 THEN x6_val\n END) AS conditional_percentile\nFROM (\n SELECT \"y\",\n CAST(\"X6\" AS REAL) AS x6_val,\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X6\" AS REAL)\n ) AS rn,\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS cnt\n FROM \"n6\"\n WHERE \"y\" = '0'\n) AS ranked\nGROUP BY \"y\"\nORDER BY conditional_percentile DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nSELECT \\\"y\\\",\\n MAX(CASE\\n WHEN rn = ((cnt * 9) + 9) / 10 THEN x6_val\\n END) AS conditional_percentile\\nFROM (\\n SELECT \\\"y\\\",\\n CAST(\\\"X6\\\" AS REAL) AS x6_val,\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X6\\\" AS REAL)\\n ) AS rn,\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS cnt\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '0'\\n) AS ranked\\nGROUP BY \\\"y\\\"\\nORDER BY conditional_percentile DESC;\", \"columns\": [\"y\", \"conditional_percentile\"], \"rows\": [{\"y\": \"0\", \"conditional_percentile\": 73.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8e4536b561c5c9b351dff445109aa7417e110fec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:13:45.501869+00:00", + "ended_at": "2026-05-04T09:14:11.950152+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_5e90cbecbd7c8691", + "problem_id": "v2p_n6_4658392b6fdcb919", + "dataset_id": "n6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X6, condition_col=y.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_5e90cbecbd7c8691.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5e90cbecbd7c8691", + "api_calls": 0, + "input_tokens": 22839, + "cached_input_tokens": 21888, + "output_tokens": 847, + "total_tokens": 23686, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2748, + "estimated_output_tokens": 232, + "estimated_total_tokens": 2980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26402.45, + "sql_execution_elapsed_ms_total": 10.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_5e90cbecbd7c8691\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5fcd10df8f3c1b6eb98f72d10656d5d99d819680 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5e90cbecbd7c8691/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:14:11.930876+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26402.45, "started_at": "2026-05-04T09:13:45.504658+00:00", "ended_at": "2026-05-04T09:14:11.907805+00:00", "prompt_metrics": {"chars": 8902, "bytes_utf8": 8902, "lines": 305, "estimated_tokens": 2748}, "response_metrics": {"chars": 844, "bytes_utf8": 844, "lines": 1, "estimated_tokens": 232}, "usage": {"input_tokens": 22839, "cached_input_tokens": 21888, "output_tokens": 847}, "stderr_preview": "2026-05-04T09:13:45.744097Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:13:48.275211Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..917b8c55fb1fa4e6745c3661474b07354cd98bb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-19c4-7b03-bf8f-386d057a357b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X7\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\",\"notes\":\"Used the provided Max Aggregate Winner Selection template with group_col=\\\"y\\\" and measure_col=\\\"X7\\\". CAST(\\\"X7\\\" AS REAL) is applied because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22804,"cached_input_tokens":21888,"output_tokens":160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b9333ad3420be1f5e01a016873d6237f2bc273c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X7\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";","notes":"Used the provided Max Aggregate Winner Selection template with group_col=\"y\" and measure_col=\"X7\". CAST(\"X7\" AS REAL) is applied because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fca2ab71c92dcd5c665ef4ecf329652669d34ed8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:32:36.731168Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:39.096024Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:32:49.981566Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..80bf1e3038ca3efa3c758b7b11029201986342f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7. +Result preview: [{"y": "3", "total_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..418d9d57c98256be9933af79a8076246050fcb64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_5eb16d262bf62635 +-- problem_id: v2p_n6_821215aa9e4ac363 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X7" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8bf54c4d63a41d0bc2b292b3d85dc1de3d4ee16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X7\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X7\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"3\", \"total_measure\": 7.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.89}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eabf5709d0ebcdffbce71c4131e98f33b7e25161 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:32:36.543435+00:00", + "ended_at": "2026-05-04T09:32:50.625541+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_5eb16d262bf62635", + "problem_id": "v2p_n6_821215aa9e4ac363", + "dataset_id": "n6", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_5eb16d262bf62635.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5eb16d262bf62635", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 160, + "total_tokens": 22964, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2846, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14043.32, + "sql_execution_elapsed_ms_total": 4.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_5eb16d262bf62635\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b7025cd75523d66db4946c4b7a1b2e0fe70de25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_5eb16d262bf62635/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:32:50.611874+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14043.32, "started_at": "2026-05-04T09:32:36.548498+00:00", "ended_at": "2026-05-04T09:32:50.591738+00:00", "prompt_metrics": {"chars": 8743, "bytes_utf8": 8743, "lines": 300, "estimated_tokens": 2715}, "response_metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22804, "cached_input_tokens": 21888, "output_tokens": 160}, "stderr_preview": "2026-05-04T09:32:36.731168Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:32:39.096024Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d18bbf1fe4aba621056111d2b37e819a4ea494f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-ffe4-7b10-b0f3-524ee4346ec5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X1\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X1\\\". CAST(\\\"X1\\\" AS REAL) is used because the schema stores X1 as TEXT while the dataset semantics indicate a numeric measure.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22740,"cached_input_tokens":21888,"output_tokens":144}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4502c0cf3092776aad32059765251b860179d26f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X1\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"y\" and measure_col bound to \"X1\". CAST(\"X1\" AS REAL) is used because the schema stores X1 as TEXT while the dataset semantics indicate a numeric measure."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cfe155b7b3c83d52ddf32fb33780518909e08b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:08:28.358023Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:08:30.723354Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:08:38.766356Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1b00da948ffdb199bba8e4d0766a91333cb6c4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1. +Result preview: [{"y": "1", "avg_measure": 7.0595}, {"y": "3", "avg_measure": 0.5815}, {"y": "2", "avg_measure": -0.738}, {"y": "0", "avg_measure": -12.8645}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..42dca2a0410c318d8fab3bbe37f041f710a50ccf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_617914763f70fd68 +-- problem_id: v2p_n6_c949a3315ecca9ff +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X1" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad0f4d073a22b97c3c8f80798020da2704f0a5fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X1\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X1\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 7.0595}, {\"y\": \"3\", \"avg_measure\": 0.5815}, {\"y\": \"2\", \"avg_measure\": -0.738}, {\"y\": \"0\", \"avg_measure\": -12.8645}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..30153a22ba44eb293e30212a11b5ce418325a121 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:08:28.143834+00:00", + "ended_at": "2026-05-04T09:08:39.702789+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_617914763f70fd68", + "problem_id": "v2p_n6_c949a3315ecca9ff", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1.", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_617914763f70fd68.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_617914763f70fd68", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 144, + "total_tokens": 22884, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2760, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11504.66, + "sql_execution_elapsed_ms_total": 24.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_617914763f70fd68\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6ec610a888984d2f1d98d160c7d0a3e69ce9eb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_617914763f70fd68/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:08:39.670186+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11504.66, "started_at": "2026-05-04T09:08:28.146428+00:00", "ended_at": "2026-05-04T09:08:39.650866+00:00", "prompt_metrics": {"chars": 8504, "bytes_utf8": 8504, "lines": 300, "estimated_tokens": 2649}, "response_metrics": {"chars": 440, "bytes_utf8": 440, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22740, "cached_input_tokens": 21888, "output_tokens": 144}, "stderr_preview": "2026-05-04T09:08:28.358023Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:08:30.723354Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X15.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X15", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee6d59ae6af48286799c9dd94510370a02d82ca0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25e-19e2-79c2-90be-c36af771908b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"X15\\\" AS REAL) AS \\\"X15\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X15\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X15\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"X15\\\" DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to X15 and cast X15 to REAL because the SQLite column is stored as TEXT while the dataset describes it as numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22785,"cached_input_tokens":21888,"output_tokens":195}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bdc4160b88f09f159bbc752a6d35155a570290e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"X15\" AS REAL) AS \"X15\",\n NTILE(10) OVER (ORDER BY CAST(\"X15\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X15\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"X15\" DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to X15 and cast X15 to REAL because the SQLite column is stored as TEXT while the dataset describes it as numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c0b76a9b167cf9755cd05c4672f0940ec2dc253 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:42:26.628564Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:42:28.948091Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:42:38.815164Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a235ea829980c2a6d6d21d961881551bfb9b5c26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X15. +Result preview: [{"X15": 251.0}, {"X15": 244.0}, {"X15": 235.0}, {"X15": 208.0}, {"X15": 206.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..549cf733fa7cb236c63aca2aa2d4a92e11d6a4b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_620d223b90735cee +-- problem_id: v2p_n6_d5d3db222db99b2f +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("X15" AS REAL) AS "X15", + NTILE(10) OVER (ORDER BY CAST("X15" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X15" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "X15" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7a797e5dfac9e1cbf24aaf327e12e173e112876 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"X15\" AS REAL) AS \"X15\",\n NTILE(10) OVER (ORDER BY CAST(\"X15\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X15\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"X15\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"X15\\\" AS REAL) AS \\\"X15\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X15\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X15\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"X15\\\" DESC;\", \"columns\": [\"X15\"], \"rows\": [{\"X15\": 251.0}, {\"X15\": 244.0}, {\"X15\": 235.0}, {\"X15\": 208.0}, {\"X15\": 206.0}, {\"X15\": 200.0}, {\"X15\": 191.0}, {\"X15\": 188.0}, {\"X15\": 185.0}, {\"X15\": 184.0}, {\"X15\": 181.0}, {\"X15\": 181.0}, {\"X15\": 177.0}, {\"X15\": 174.0}, {\"X15\": 167.0}, {\"X15\": 166.0}, {\"X15\": 162.0}, {\"X15\": 160.0}, {\"X15\": 157.0}, {\"X15\": 156.0}, {\"X15\": 156.0}, {\"X15\": 154.0}, {\"X15\": 150.0}, {\"X15\": 150.0}, {\"X15\": 147.0}, {\"X15\": 146.0}, {\"X15\": 145.0}, {\"X15\": 145.0}, {\"X15\": 142.0}, {\"X15\": 140.0}, {\"X15\": 140.0}, {\"X15\": 140.0}, {\"X15\": 139.0}, {\"X15\": 138.0}, {\"X15\": 136.0}, {\"X15\": 135.0}, {\"X15\": 135.0}, {\"X15\": 134.0}, {\"X15\": 133.0}, {\"X15\": 131.0}, {\"X15\": 129.0}, {\"X15\": 127.0}, {\"X15\": 126.0}, {\"X15\": 126.0}, {\"X15\": 125.0}, {\"X15\": 125.0}, {\"X15\": 125.0}, {\"X15\": 125.0}, {\"X15\": 125.0}, {\"X15\": 125.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 21.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..275f4e3dd6f68f6ed758555320ff900161729eed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:42:26.367939+00:00", + "ended_at": "2026-05-04T09:42:39.750970+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_620d223b90735cee", + "problem_id": "v2p_n6_d5d3db222db99b2f", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X15.", + "bindings": { + "measure_col": "X15", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_620d223b90735cee.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_620d223b90735cee", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 195, + "total_tokens": 22980, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2828, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13327.39, + "sql_execution_elapsed_ms_total": 21.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_620d223b90735cee\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1fd0e5549cebc2fbfe9726516d913e7e5d894e74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_620d223b90735cee/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:42:39.716902+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13327.39, "started_at": "2026-05-04T09:42:26.370209+00:00", "ended_at": "2026-05-04T09:42:39.698197+00:00", "prompt_metrics": {"chars": 8606, "bytes_utf8": 8606, "lines": 298, "estimated_tokens": 2694}, "response_metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 195}, "stderr_preview": "2026-05-04T09:42:26.628564Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:42:28.948091Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X15.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X15", + "band_col": "X15", + "band_cut_1": -6.0, + "band_cut_2": 3.0, + "lower_bound": -6.0, + "upper_bound": 3.0, + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcc90e6f61a93c82ac1ffc1035e34620b199ec96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-4463-7851-8e24-9a40e609bc2e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X15\\\" AS REAL) < -6.0 THEN 'low'\\n WHEN CAST(\\\"X15\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X15\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the planned template with band_col=\\\"X15\\\" and measure_col=\\\"X15\\\". CAST to REAL is applied because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":19840,"output_tokens":202}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fe24eade43bde59ee4a33c47c379236480f238b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X15\" AS REAL) < -6.0 THEN 'low'\n WHEN CAST(\"X15\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X15\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the planned template with band_col=\"X15\" and measure_col=\"X15\". CAST to REAL is applied because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ede85ffcb29a702c6e7d282ea008be45d0fc6a4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:12:02.474007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:12:04.862384Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:12:13.798958Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4760bf64973157d88c3a7e0a0a0e9726394dd9ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X15. +Result preview: [{"band_bucket": "high", "avg_measure": 21.153260869565216}, {"band_bucket": "mid", "avg_measure": -1.8795811518324608}, {"band_bucket": "low", "avg_measure": -34.372564302416215}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d69231ea6e6e8e9e52cf7c0c1b1d05933f2ba744 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_62b6e348c68be601 +-- problem_id: v2p_n6_49493125c5115e2d +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X15" AS REAL) < -6.0 THEN 'low' + WHEN CAST("X15" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X15" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d3b1c8d38ac54d5f82a868db4b762941690c030 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X15\" AS REAL) < -6.0 THEN 'low'\n WHEN CAST(\"X15\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X15\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X15\\\" AS REAL) < -6.0 THEN 'low'\\n WHEN CAST(\\\"X15\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X15\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 21.153260869565216}, {\"band_bucket\": \"mid\", \"avg_measure\": -1.8795811518324608}, {\"band_bucket\": \"low\", \"avg_measure\": -34.372564302416215}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dec8194a74eff45c5fa2d0e2f8c9a833ba0f1182 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:12:02.274869+00:00", + "ended_at": "2026-05-04T09:12:14.791401+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_62b6e348c68be601", + "problem_id": "v2p_n6_49493125c5115e2d", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X15.", + "bindings": { + "measure_col": "X15", + "band_col": "X15", + "band_cut_1": -6.0, + "band_cut_2": 3.0, + "lower_bound": -6.0, + "upper_bound": 3.0, + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_62b6e348c68be601.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_62b6e348c68be601", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 19840, + "output_tokens": 202, + "total_tokens": 23072, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 148, + "estimated_total_tokens": 2927, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12474.14, + "sql_execution_elapsed_ms_total": 8.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_62b6e348c68be601\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc00a352f218ade8c15cbd6f0ff89c54cd628df8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_62b6e348c68be601/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:12:14.775165+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12474.14, "started_at": "2026-05-04T09:12:02.278121+00:00", "ended_at": "2026-05-04T09:12:14.749910+00:00", "prompt_metrics": {"chars": 8873, "bytes_utf8": 8873, "lines": 304, "estimated_tokens": 2779}, "response_metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 22870, "cached_input_tokens": 19840, "output_tokens": 202}, "stderr_preview": "2026-05-04T09:12:02.474007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:12:04.862384Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_63195887f4c62440/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_63195887f4c62440/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..904b0149bfed1ef583327cced750ebfb449f2139 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_63195887f4c62440/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_63195887f4c62440\n-- problem_id: v2p_n6_69fba90239fc7fea\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X12\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X12\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_63195887f4c62440\\n-- problem_id: v2p_n6_69fba90239fc7fea\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X12\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X12\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X12\", \"support\", \"avg_response\"], \"rows\": [{\"X12\": \"-1\", \"support\": 311, \"avg_response\": -1.1479099678456592}, {\"X12\": \"-3\", \"support\": 285, \"avg_response\": -2.0035087719298246}, {\"X12\": \"2\", \"support\": 275, \"avg_response\": -1.0}, {\"X12\": \"-2\", \"support\": 266, \"avg_response\": -3.007518796992481}, {\"X12\": \"1\", \"support\": 265, \"avg_response\": 0.4490566037735849}, {\"X12\": \"4\", \"support\": 258, \"avg_response\": 2.5813953488372094}, {\"X12\": \"-4\", \"support\": 244, \"avg_response\": -4.0}, {\"X12\": \"-6\", \"support\": 229, \"avg_response\": -5.816593886462882}, {\"X12\": \"3\", \"support\": 227, \"avg_response\": -0.00881057268722467}, {\"X12\": \"0\", \"support\": 217, \"avg_response\": -0.1152073732718894}, {\"X12\": \"-5\", \"support\": 215, \"avg_response\": -6.027906976744186}, {\"X12\": \"6\", \"support\": 208, \"avg_response\": 2.668269230769231}, {\"X12\": \"5\", \"support\": 207, \"avg_response\": 3.347826086956522}, {\"X12\": \"-8\", \"support\": 195, \"avg_response\": -4.753846153846154}, {\"X12\": \"-7\", \"support\": 191, \"avg_response\": -6.717277486910994}, {\"X12\": \"7\", \"support\": 171, \"avg_response\": 4.4035087719298245}, {\"X12\": \"8\", \"support\": 161, \"avg_response\": 4.422360248447205}, {\"X12\": \"-9\", \"support\": 161, \"avg_response\": -7.583850931677019}, {\"X12\": \"9\", \"support\": 145, \"avg_response\": 3.7724137931034485}, {\"X12\": \"-11\", \"support\": 135, \"avg_response\": -8.192592592592593}, {\"X12\": \"-10\", \"support\": 119, \"avg_response\": -4.890756302521009}, {\"X12\": \"10\", \"support\": 115, \"avg_response\": 4.7043478260869565}, {\"X12\": \"-12\", \"support\": 99, \"avg_response\": -9.383838383838384}, {\"X12\": \"-13\", \"support\": 96, \"avg_response\": -10.375}, {\"X12\": \"11\", \"support\": 93, \"avg_response\": 3.032258064516129}, {\"X12\": \"13\", \"support\": 92, \"avg_response\": -1.5108695652173914}, {\"X12\": \"12\", \"support\": 81, \"avg_response\": 3.506172839506173}, {\"X12\": \"-14\", \"support\": 81, \"avg_response\": -7.703703703703703}, {\"X12\": \"-16\", \"support\": 80, \"avg_response\": -5.0875}, {\"X12\": \"-17\", \"support\": 64, \"avg_response\": -6.625}, {\"X12\": \"16\", \"support\": 62, \"avg_response\": 7.661290322580645}, {\"X12\": \"14\", \"support\": 61, \"avg_response\": -6.081967213114754}, {\"X12\": \"-20\", \"support\": 60, \"avg_response\": -16.4}, {\"X12\": \"17\", \"support\": 57, \"avg_response\": 3.526315789473684}, {\"X12\": \"-15\", \"support\": 56, \"avg_response\": -12.482142857142858}, {\"X12\": \"-18\", \"support\": 51, \"avg_response\": -3.7058823529411766}, {\"X12\": \"-19\", \"support\": 51, \"avg_response\": -11.294117647058824}, {\"X12\": \"-22\", \"support\": 45, \"avg_response\": -5.666666666666667}, {\"X12\": \"19\", \"support\": 43, \"avg_response\": 0.7906976744186046}, {\"X12\": \"-23\", \"support\": 43, \"avg_response\": -4.627906976744186}, {\"X12\": \"-25\", \"support\": 41, \"avg_response\": -10.512195121951219}, {\"X12\": \"15\", \"support\": 40, \"avg_response\": -4.175}, {\"X12\": \"20\", \"support\": 39, \"avg_response\": 6.487179487179487}, {\"X12\": \"-21\", \"support\": 39, \"avg_response\": -6.17948717948718}, {\"X12\": \"-24\", \"support\": 39, \"avg_response\": -11.487179487179487}, {\"X12\": \"22\", \"support\": 36, \"avg_response\": 1.7777777777777777}, {\"X12\": \"21\", \"support\": 35, \"avg_response\": 1.8571428571428572}, {\"X12\": \"18\", \"support\": 35, \"avg_response\": -0.05714285714285714}, {\"X12\": \"-26\", \"support\": 35, \"avg_response\": -17.62857142857143}, {\"X12\": \"-30\", \"support\": 31, \"avg_response\": -14.64516129032258}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_63195887f4c62440/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_63195887f4c62440/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..166ca9e758eaaa4c5edeb36f2f71638e4a0b63ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_63195887f4c62440/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.485595+00:00", + "ended_at": "2026-05-04T09:50:30.496938+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_63195887f4c62440", + "problem_id": "v2p_n6_69fba90239fc7fea", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X12.", + "bindings": { + "key_col": "X12", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=44", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 44, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_63195887f4c62440.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_63195887f4c62440/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_63195887f4c62440/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_63195887f4c62440/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..df6fbe31d87f6652ce69d103c39b231f6923347b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X14": "-1", "support": 286, "avg_response": 0.7727272727272727}, {"X14": "-2", "support": 280, "avg_response": 1.5107142857142857}, {"X14": "-4", "support": 270, "avg_response": -2.2333333333333334}, {"X14": "-3", "support": 267, "avg_response": 0.30337078651685395}, {"X14": "2", "support": 267, "avg_response": 0.09363295880149813}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..833a7470fbfbede3c82207a774b25fc952b45a84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_676818b2dfdbed0a +-- problem_id: v2p_n6_2049c70ccd9e04e6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X14", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X14" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49bafd5559207df08f1c8b9c229f983227aebe55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_676818b2dfdbed0a\n-- problem_id: v2p_n6_2049c70ccd9e04e6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X14\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X14\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_676818b2dfdbed0a\\n-- problem_id: v2p_n6_2049c70ccd9e04e6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X14\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X14\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X14\", \"support\", \"avg_response\"], \"rows\": [{\"X14\": \"-1\", \"support\": 286, \"avg_response\": 0.7727272727272727}, {\"X14\": \"-2\", \"support\": 280, \"avg_response\": 1.5107142857142857}, {\"X14\": \"-4\", \"support\": 270, \"avg_response\": -2.2333333333333334}, {\"X14\": \"-3\", \"support\": 267, \"avg_response\": 0.30337078651685395}, {\"X14\": \"2\", \"support\": 267, \"avg_response\": 0.09363295880149813}, {\"X14\": \"1\", \"support\": 256, \"avg_response\": 0.91015625}, {\"X14\": \"3\", \"support\": 242, \"avg_response\": 0.0}, {\"X14\": \"-6\", \"support\": 236, \"avg_response\": -0.5466101694915254}, {\"X14\": \"-5\", \"support\": 236, \"avg_response\": -0.9661016949152542}, {\"X14\": \"4\", \"support\": 229, \"avg_response\": 1.4410480349344978}, {\"X14\": \"6\", \"support\": 225, \"avg_response\": 1.4}, {\"X14\": \"5\", \"support\": 213, \"avg_response\": 2.431924882629108}, {\"X14\": \"0\", \"support\": 213, \"avg_response\": 1.244131455399061}, {\"X14\": \"7\", \"support\": 208, \"avg_response\": 1.5673076923076923}, {\"X14\": \"-7\", \"support\": 206, \"avg_response\": -2.1407766990291264}, {\"X14\": \"9\", \"support\": 184, \"avg_response\": 1.875}, {\"X14\": \"8\", \"support\": 183, \"avg_response\": 1.2950819672131149}, {\"X14\": \"10\", \"support\": 172, \"avg_response\": 1.8372093023255813}, {\"X14\": \"-9\", \"support\": 164, \"avg_response\": -2.0365853658536586}, {\"X14\": \"-8\", \"support\": 163, \"avg_response\": -3.2699386503067487}, {\"X14\": \"11\", \"support\": 154, \"avg_response\": 4.0519480519480515}, {\"X14\": \"12\", \"support\": 133, \"avg_response\": 5.511278195488722}, {\"X14\": \"-10\", \"support\": 130, \"avg_response\": -0.5461538461538461}, {\"X14\": \"-11\", \"support\": 128, \"avg_response\": -3.5078125}, {\"X14\": \"13\", \"support\": 118, \"avg_response\": 6.0}, {\"X14\": \"14\", \"support\": 105, \"avg_response\": 3.3523809523809525}, {\"X14\": \"-12\", \"support\": 103, \"avg_response\": -5.912621359223301}, {\"X14\": \"15\", \"support\": 74, \"avg_response\": 6.108108108108108}, {\"X14\": \"16\", \"support\": 73, \"avg_response\": 10.356164383561644}, {\"X14\": \"-14\", \"support\": 72, \"avg_response\": -7.805555555555555}, {\"X14\": \"-13\", \"support\": 71, \"avg_response\": 1.5352112676056338}, {\"X14\": \"18\", \"support\": 60, \"avg_response\": 6.783333333333333}, {\"X14\": \"19\", \"support\": 57, \"avg_response\": 4.754385964912281}, {\"X14\": \"17\", \"support\": 56, \"avg_response\": 5.857142857142857}, {\"X14\": \"-17\", \"support\": 49, \"avg_response\": -13.571428571428571}, {\"X14\": \"20\", \"support\": 47, \"avg_response\": -2.25531914893617}, {\"X14\": \"-16\", \"support\": 45, \"avg_response\": -2.8666666666666667}, {\"X14\": \"-18\", \"support\": 41, \"avg_response\": -9.853658536585366}, {\"X14\": \"21\", \"support\": 40, \"avg_response\": 16.075}, {\"X14\": \"-19\", \"support\": 40, \"avg_response\": -8.025}, {\"X14\": \"-24\", \"support\": 39, \"avg_response\": -14.128205128205128}, {\"X14\": \"-20\", \"support\": 37, \"avg_response\": -7.216216216216216}, {\"X14\": \"-22\", \"support\": 34, \"avg_response\": 0.35294117647058826}, {\"X14\": \"-15\", \"support\": 34, \"avg_response\": -3.411764705882353}, {\"X14\": \"22\", \"support\": 32, \"avg_response\": 6.6875}, {\"X14\": \"26\", \"support\": 31, \"avg_response\": 6.0}, {\"X14\": \"-21\", \"support\": 27, \"avg_response\": -19.962962962962962}, {\"X14\": \"24\", \"support\": 26, \"avg_response\": 2.1538461538461537}, {\"X14\": \"-26\", \"support\": 25, \"avg_response\": -10.56}, {\"X14\": \"-23\", \"support\": 25, \"avg_response\": -16.76}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.09}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a9c9c76b8953d8bd90cbd8f29d7ab56e4306ac0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.566404+00:00", + "ended_at": "2026-05-04T09:50:30.576855+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_676818b2dfdbed0a", + "problem_id": "v2p_n6_2049c70ccd9e04e6", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X14.", + "bindings": { + "key_col": "X14", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=50", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 50, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_676818b2dfdbed0a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_685a86ac9f95500e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_685a86ac9f95500e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d55c1a82f9ce4b068d4d29ebc829224b1b3516f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_685a86ac9f95500e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X10": "1", "support": 298, "avg_response": -1.0939597315436242}, {"X10": "-2", "support": 286, "avg_response": -0.6538461538461539}, {"X10": "-1", "support": 286, "avg_response": -0.9545454545454546}, {"X10": "2", "support": 276, "avg_response": -1.1123188405797102}, {"X10": "-3", "support": 264, "avg_response": -1.628787878787879}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_685a86ac9f95500e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_685a86ac9f95500e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..636a60013a46a1cdc8eebcfa9ac1159743c204d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_685a86ac9f95500e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_685a86ac9f95500e +-- problem_id: v2p_n6_b7b94b4a6a5e138d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X10", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_685a86ac9f95500e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_685a86ac9f95500e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c3b2ca51b4b680ee0a6168679bd631d0100ad33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_685a86ac9f95500e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_685a86ac9f95500e\n-- problem_id: v2p_n6_b7b94b4a6a5e138d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X10\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X10\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_685a86ac9f95500e\\n-- problem_id: v2p_n6_b7b94b4a6a5e138d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X10\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X10\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X10\", \"support\", \"avg_response\"], \"rows\": [{\"X10\": \"1\", \"support\": 298, \"avg_response\": -1.0939597315436242}, {\"X10\": \"-2\", \"support\": 286, \"avg_response\": -0.6538461538461539}, {\"X10\": \"-1\", \"support\": 286, \"avg_response\": -0.9545454545454546}, {\"X10\": \"2\", \"support\": 276, \"avg_response\": -1.1123188405797102}, {\"X10\": \"-3\", \"support\": 264, \"avg_response\": -1.628787878787879}, {\"X10\": \"3\", \"support\": 257, \"avg_response\": -0.5214007782101168}, {\"X10\": \"5\", \"support\": 254, \"avg_response\": -3.3188976377952755}, {\"X10\": \"-4\", \"support\": 251, \"avg_response\": -1.151394422310757}, {\"X10\": \"4\", \"support\": 251, \"avg_response\": -2.737051792828685}, {\"X10\": \"6\", \"support\": 231, \"avg_response\": -2.757575757575758}, {\"X10\": \"-5\", \"support\": 228, \"avg_response\": -4.657894736842105}, {\"X10\": \"7\", \"support\": 225, \"avg_response\": -2.2088888888888887}, {\"X10\": \"0\", \"support\": 214, \"avg_response\": -0.6635514018691588}, {\"X10\": \"8\", \"support\": 205, \"avg_response\": -2.0878048780487806}, {\"X10\": \"-6\", \"support\": 188, \"avg_response\": -1.7765957446808511}, {\"X10\": \"-7\", \"support\": 184, \"avg_response\": -1.0217391304347827}, {\"X10\": \"-8\", \"support\": 176, \"avg_response\": -0.9886363636363636}, {\"X10\": \"-9\", \"support\": 151, \"avg_response\": 1.2781456953642385}, {\"X10\": \"9\", \"support\": 137, \"avg_response\": -1.051094890510949}, {\"X10\": \"10\", \"support\": 137, \"avg_response\": -1.2116788321167884}, {\"X10\": \"12\", \"support\": 127, \"avg_response\": -2.4330708661417324}, {\"X10\": \"11\", \"support\": 127, \"avg_response\": -4.047244094488189}, {\"X10\": \"13\", \"support\": 123, \"avg_response\": -4.902439024390244}, {\"X10\": \"-12\", \"support\": 113, \"avg_response\": -6.035398230088496}, {\"X10\": \"-10\", \"support\": 110, \"avg_response\": -0.22727272727272727}, {\"X10\": \"-11\", \"support\": 97, \"avg_response\": -1.4845360824742269}, {\"X10\": \"-13\", \"support\": 97, \"avg_response\": -3.422680412371134}, {\"X10\": \"14\", \"support\": 93, \"avg_response\": -2.150537634408602}, {\"X10\": \"-14\", \"support\": 80, \"avg_response\": 1.3875}, {\"X10\": \"16\", \"support\": 63, \"avg_response\": -4.888888888888889}, {\"X10\": \"17\", \"support\": 62, \"avg_response\": 0.14516129032258066}, {\"X10\": \"-16\", \"support\": 60, \"avg_response\": -10.366666666666667}, {\"X10\": \"18\", \"support\": 54, \"avg_response\": -1.3148148148148149}, {\"X10\": \"23\", \"support\": 54, \"avg_response\": -8.11111111111111}, {\"X10\": \"15\", \"support\": 52, \"avg_response\": -1.0}, {\"X10\": \"-17\", \"support\": 51, \"avg_response\": 2.9411764705882355}, {\"X10\": \"-15\", \"support\": 50, \"avg_response\": 0.32}, {\"X10\": \"19\", \"support\": 46, \"avg_response\": -6.739130434782608}, {\"X10\": \"20\", \"support\": 42, \"avg_response\": -4.190476190476191}, {\"X10\": \"-18\", \"support\": 42, \"avg_response\": -14.047619047619047}, {\"X10\": \"22\", \"support\": 40, \"avg_response\": -5.025}, {\"X10\": \"24\", \"support\": 39, \"avg_response\": -1.9230769230769231}, {\"X10\": \"-19\", \"support\": 35, \"avg_response\": 8.657142857142857}, {\"X10\": \"-22\", \"support\": 35, \"avg_response\": 0.2}, {\"X10\": \"21\", \"support\": 33, \"avg_response\": 0.9696969696969697}, {\"X10\": \"27\", \"support\": 33, \"avg_response\": -11.818181818181818}, {\"X10\": \"-25\", \"support\": 31, \"avg_response\": 9.387096774193548}, {\"X10\": \"25\", \"support\": 31, \"avg_response\": 2.032258064516129}, {\"X10\": \"-20\", \"support\": 29, \"avg_response\": 3.7586206896551726}, {\"X10\": \"-21\", \"support\": 28, \"avg_response\": 5.428571428571429}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_685a86ac9f95500e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_685a86ac9f95500e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..59b1d79c77b1f7246a348b93cf3e2769bdc6ae43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_685a86ac9f95500e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.370225+00:00", + "ended_at": "2026-05-04T09:50:30.379859+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_685a86ac9f95500e", + "problem_id": "v2p_n6_b7b94b4a6a5e138d", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X10.", + "bindings": { + "key_col": "X10", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=36", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 36, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_685a86ac9f95500e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_685a86ac9f95500e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_685a86ac9f95500e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_685a86ac9f95500e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7eebcd7ae1b97a92cfd2e9b83859de4893196f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8906, "bytes_utf8": 8906, "lines": 305, "estimated_tokens": 2749}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1990, "bytes_utf8": 1990, "lines": 1, "estimated_tokens": 704}, "usage": {"input_tokens": 22840, "cached_input_tokens": 21888, "output_tokens": 1906}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7615c9e27e95d7f3f3274731e4a68992c0bbcb2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_6954399f85b69135", + "api_calls": 0, + "input_tokens": 22840, + "cached_input_tokens": 21888, + "output_tokens": 1906, + "total_tokens": 24746, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2749, + "estimated_output_tokens": 704, + "estimated_total_tokens": 3453, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 43309.78, + "sql_execution_elapsed_ms_total": 19.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_6954399f85b69135\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e625e807877fb9701a489a0bd911147ac6e9255 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:13:02.131319+00:00", + "ended_at": "2026-05-04T09:13:45.441274+00:00", + "elapsed_ms": 43309.78, + "prompt_metrics": { + "chars": 8906, + "bytes_utf8": 8906, + "lines": 305, + "estimated_tokens": 2749 + }, + "stdout_metrics": { + "chars": 2701, + "bytes_utf8": 2701, + "lines": 4, + "estimated_tokens": 1051 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13241 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1990, + "bytes_utf8": 1990, + "lines": 1, + "estimated_tokens": 704 + }, + "usage": { + "input_tokens": 22840, + "cached_input_tokens": 21888, + "output_tokens": 1906 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3b8284fd7013bbbcb448a89a6d1470c43c4a73c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5, condition_col=y.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d42612e80ec05cd27a7c8911f6bd885a0bcc775c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df243-2e2e-7a41-b1c2-8f5c1130fe70"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"y\\\" AS \\\"group_col\\\",\\n CAST(\\\"X5\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X5\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '1'\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"r\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lo\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n END AS \\\"hi\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"pct\\\" AS (\\n SELECT\\n \\\"p\\\".\\\"group_col\\\" AS \\\"y\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lo\\\" = \\\"p\\\".\\\"hi\\\" THEN\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"measure\\\" END) * (1.0 - (\\\"p\\\".\\\"r\\\" - \\\"p\\\".\\\"lo\\\")) +\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"hi\\\" THEN \\\"o\\\".\\\"measure\\\" END) * (\\\"p\\\".\\\"r\\\" - \\\"p\\\".\\\"lo\\\")\\n END AS \\\"conditional_percentile\\\"\\n FROM \\\"params\\\" AS \\\"p\\\"\\n JOIN \\\"ordered\\\" AS \\\"o\\\"\\n ON \\\"o\\\".\\\"group_col\\\" = \\\"p\\\".\\\"group_col\\\"\\n GROUP BY \\\"p\\\".\\\"group_col\\\", \\\"p\\\".\\\"r\\\", \\\"p\\\".\\\"lo\\\", \\\"p\\\".\\\"hi\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"y\\\",\\n \\\"pct\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"pct\\\"\\n ON \\\"groups\\\".\\\"y\\\" = \\\"pct\\\".\\\"y\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Implements the planned conditional quantile template in SQLite by emulating the 0.9 continuous percentile over CAST(\\\"X5\\\" AS REAL). Because group_col and condition_col are both \\\"y\\\" with condition_value '1', only group '1' will have a non-NULL percentile; other groups are retained via LEFT JOIN.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22840,"cached_input_tokens":21888,"output_tokens":1906}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af258b3a8781228490b21fdd7be4baaeb46ee855 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n),\n\"ordered\" AS (\n SELECT\n \"y\" AS \"group_col\",\n CAST(\"X5\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X5\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" = '1'\n),\n\"params\" AS (\n SELECT DISTINCT\n \"group_col\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"r\",\n CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lo\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.9) = CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n THEN CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n ELSE CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) + 1\n END AS \"hi\"\n FROM \"ordered\"\n),\n\"pct\" AS (\n SELECT\n \"p\".\"group_col\" AS \"y\",\n CASE\n WHEN \"p\".\"lo\" = \"p\".\"hi\" THEN\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"measure\" END)\n ELSE\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"measure\" END) * (1.0 - (\"p\".\"r\" - \"p\".\"lo\")) +\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"hi\" THEN \"o\".\"measure\" END) * (\"p\".\"r\" - \"p\".\"lo\")\n END AS \"conditional_percentile\"\n FROM \"params\" AS \"p\"\n JOIN \"ordered\" AS \"o\"\n ON \"o\".\"group_col\" = \"p\".\"group_col\"\n GROUP BY \"p\".\"group_col\", \"p\".\"r\", \"p\".\"lo\", \"p\".\"hi\"\n)\nSELECT\n \"groups\".\"y\",\n \"pct\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"pct\"\n ON \"groups\".\"y\" = \"pct\".\"y\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Implements the planned conditional quantile template in SQLite by emulating the 0.9 continuous percentile over CAST(\"X5\" AS REAL). Because group_col and condition_col are both \"y\" with condition_value '1', only group '1' will have a non-NULL percentile; other groups are retained via LEFT JOIN."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b83a16f99f2a647a1aa3096b03afeffc5ae22322 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:13:02.330410Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:13:04.769998Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:13:44.678396Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a60b9d808baa2591f455fa646e54c0bdae3314f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5, condition_col=y. +Result preview: [{"y": "1", "conditional_percentile": 27.0}, {"y": "0", "conditional_percentile": null}, {"y": "2", "conditional_percentile": null}, {"y": "3", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6eb632f75f548a63ef2b7b41bda49254fbe13b84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/generated_sql.sql @@ -0,0 +1,63 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_6954399f85b69135 +-- problem_id: v2p_n6_d3168cea6888498b +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "y" + FROM "n6" +), +"ordered" AS ( + SELECT + "y" AS "group_col", + CAST("X5" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X5" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" = '1' +), +"params" AS ( + SELECT DISTINCT + "group_col", + (1.0 + ("cnt" - 1) * 0.9) AS "r", + CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lo", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + THEN CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + ELSE CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + 1 + END AS "hi" + FROM "ordered" +), +"pct" AS ( + SELECT + "p"."group_col" AS "y", + CASE + WHEN "p"."lo" = "p"."hi" THEN + MAX(CASE WHEN "o"."rn" = "p"."lo" THEN "o"."measure" END) + ELSE + MAX(CASE WHEN "o"."rn" = "p"."lo" THEN "o"."measure" END) * (1.0 - ("p"."r" - "p"."lo")) + + MAX(CASE WHEN "o"."rn" = "p"."hi" THEN "o"."measure" END) * ("p"."r" - "p"."lo") + END AS "conditional_percentile" + FROM "params" AS "p" + JOIN "ordered" AS "o" + ON "o"."group_col" = "p"."group_col" + GROUP BY "p"."group_col", "p"."r", "p"."lo", "p"."hi" +) +SELECT + "groups"."y", + "pct"."conditional_percentile" +FROM "groups" +LEFT JOIN "pct" + ON "groups"."y" = "pct"."y" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3eb0844a0016ae0d8ff9f73ea9e375d79619098b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n),\n\"ordered\" AS (\n SELECT\n \"y\" AS \"group_col\",\n CAST(\"X5\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X5\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" = '1'\n),\n\"params\" AS (\n SELECT DISTINCT\n \"group_col\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"r\",\n CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lo\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.9) = CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n THEN CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n ELSE CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) + 1\n END AS \"hi\"\n FROM \"ordered\"\n),\n\"pct\" AS (\n SELECT\n \"p\".\"group_col\" AS \"y\",\n CASE\n WHEN \"p\".\"lo\" = \"p\".\"hi\" THEN\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"measure\" END)\n ELSE\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"measure\" END) * (1.0 - (\"p\".\"r\" - \"p\".\"lo\")) +\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"hi\" THEN \"o\".\"measure\" END) * (\"p\".\"r\" - \"p\".\"lo\")\n END AS \"conditional_percentile\"\n FROM \"params\" AS \"p\"\n JOIN \"ordered\" AS \"o\"\n ON \"o\".\"group_col\" = \"p\".\"group_col\"\n GROUP BY \"p\".\"group_col\", \"p\".\"r\", \"p\".\"lo\", \"p\".\"hi\"\n)\nSELECT\n \"groups\".\"y\",\n \"pct\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"pct\"\n ON \"groups\".\"y\" = \"pct\".\"y\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"y\\\" AS \\\"group_col\\\",\\n CAST(\\\"X5\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X5\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '1'\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"r\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lo\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n END AS \\\"hi\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"pct\\\" AS (\\n SELECT\\n \\\"p\\\".\\\"group_col\\\" AS \\\"y\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lo\\\" = \\\"p\\\".\\\"hi\\\" THEN\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"measure\\\" END) * (1.0 - (\\\"p\\\".\\\"r\\\" - \\\"p\\\".\\\"lo\\\")) +\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"hi\\\" THEN \\\"o\\\".\\\"measure\\\" END) * (\\\"p\\\".\\\"r\\\" - \\\"p\\\".\\\"lo\\\")\\n END AS \\\"conditional_percentile\\\"\\n FROM \\\"params\\\" AS \\\"p\\\"\\n JOIN \\\"ordered\\\" AS \\\"o\\\"\\n ON \\\"o\\\".\\\"group_col\\\" = \\\"p\\\".\\\"group_col\\\"\\n GROUP BY \\\"p\\\".\\\"group_col\\\", \\\"p\\\".\\\"r\\\", \\\"p\\\".\\\"lo\\\", \\\"p\\\".\\\"hi\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"y\\\",\\n \\\"pct\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"pct\\\"\\n ON \\\"groups\\\".\\\"y\\\" = \\\"pct\\\".\\\"y\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"y\", \"conditional_percentile\"], \"rows\": [{\"y\": \"1\", \"conditional_percentile\": 27.0}, {\"y\": \"0\", \"conditional_percentile\": null}, {\"y\": \"2\", \"conditional_percentile\": null}, {\"y\": \"3\", \"conditional_percentile\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4882d0e6306ab4238e2a03240c5dd9005889f850 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:13:02.129017+00:00", + "ended_at": "2026-05-04T09:13:45.499291+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_6954399f85b69135", + "problem_id": "v2p_n6_d3168cea6888498b", + "dataset_id": "n6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5, condition_col=y.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_6954399f85b69135.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_6954399f85b69135", + "api_calls": 0, + "input_tokens": 22840, + "cached_input_tokens": 21888, + "output_tokens": 1906, + "total_tokens": 24746, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2749, + "estimated_output_tokens": 704, + "estimated_total_tokens": 3453, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 43309.78, + "sql_execution_elapsed_ms_total": 19.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_6954399f85b69135\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5bb9c0669f4cacd9f4313f7a09e07ceb477e098a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6954399f85b69135/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:13:45.464803+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 43309.78, "started_at": "2026-05-04T09:13:02.131319+00:00", "ended_at": "2026-05-04T09:13:45.441274+00:00", "prompt_metrics": {"chars": 8906, "bytes_utf8": 8906, "lines": 305, "estimated_tokens": 2749}, "response_metrics": {"chars": 1990, "bytes_utf8": 1990, "lines": 1, "estimated_tokens": 704}, "usage": {"input_tokens": 22840, "cached_input_tokens": 21888, "output_tokens": 1906}, "stderr_preview": "2026-05-04T09:13:02.330410Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:13:04.769998Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..66212a46f6db2c3c0e99a7d9238d95566c6278da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-cbb2-7302-be5b-5f4bf3e1224b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X1\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE \\\"y\\\" = '0'\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided template with group_col=\\\"y\\\", measure_col=\\\"X1\\\", predicate_col=\\\"y\\\", predicate_op=\\\"=\\\", predicate_value='0', and top_k=15. Cast \\\"X1\\\" to REAL because the SQLite schema stores it as TEXT while the dataset metadata describes it as numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22805,"cached_input_tokens":22400,"output_tokens":168}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..587514325bb7013e3721aeb86ec093751de269d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X1\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE \"y\" = '0'\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the provided template with group_col=\"y\", measure_col=\"X1\", predicate_col=\"y\", predicate_op=\"=\", predicate_value='0', and top_k=15. Cast \"X1\" to REAL because the SQLite schema stores it as TEXT while the dataset metadata describes it as numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01fa4a5c513897f0e7ac29e4277743b05b0ea4f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:31:11.229726Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:13.546327Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:31:21.588274Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..54b480aa7195d78c86911d458cbf2dde8900a812 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X1. +Result preview: [{"y": "0", "total_measure": -25729.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..68f408d2dd52b281b0a6b7dc7ae430382fc75a22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_69920dad0bd3028b +-- problem_id: v2p_n6_3d67cca5a2d1c871 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X1" AS REAL)) AS total_measure +FROM "n6" +WHERE "y" = '0' +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d077f9b5a08d4e3dc132ff73908aecf7cbe17b64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X1\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE \"y\" = '0'\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X1\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE \\\"y\\\" = '0'\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": -25729.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..13d53ce46cb09bbe0728c3f0ccbc4646cdba452f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:31:11.015493+00:00", + "ended_at": "2026-05-04T09:31:22.411264+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_69920dad0bd3028b", + "problem_id": "v2p_n6_3d67cca5a2d1c871", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X1.", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=80" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_69920dad0bd3028b.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_69920dad0bd3028b", + "api_calls": 0, + "input_tokens": 22805, + "cached_input_tokens": 22400, + "output_tokens": 168, + "total_tokens": 22973, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2716, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2846, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11334.85, + "sql_execution_elapsed_ms_total": 5.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_69920dad0bd3028b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0833fc7d75a3f4a908dfb60e43db666d14c3eb57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_69920dad0bd3028b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:31:22.391934+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11334.85, "started_at": "2026-05-04T09:31:11.019175+00:00", "ended_at": "2026-05-04T09:31:22.349261+00:00", "prompt_metrics": {"chars": 8693, "bytes_utf8": 8693, "lines": 304, "estimated_tokens": 2716}, "response_metrics": {"chars": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22805, "cached_input_tokens": 22400, "output_tokens": 168}, "stderr_preview": "2026-05-04T09:31:11.229726Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:13.546327Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..448fb0e05eb4476480f7beed48c2dbcd63caf9fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-3dfc-7651-951c-b035a9511b8a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\",\"notes\":\"Used the provided Max Aggregate Winner Selection template with group_col=\\\"y\\\" and measure_col=\\\"X11\\\". Cast \\\"X11\\\" from TEXT to REAL for SQLite-compatible numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22804,"cached_input_tokens":21888,"output_tokens":169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a37144a7bb566d32164fbe96bd3ddebe7a85d5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X11\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";","notes":"Used the provided Max Aggregate Winner Selection template with group_col=\"y\" and measure_col=\"X11\". Cast \"X11\" from TEXT to REAL for SQLite-compatible numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e581d5d87d569afa4a290ef7aed32b9f6567dad8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:51.536785Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:54.050742Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:05.226576Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e390959f6c5d83ab0993658bb5bd83525d612cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X11. +Result preview: [{"y": "1", "total_measure": 538.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f5f1208570609c2edb9d43908562cb38b5f40ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_6ad251802ceb48aa +-- problem_id: v2p_n6_44bf04117b2beae4 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X11" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f6bfa8315f07af7bf54bde4d823edee51f0b2b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X11\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 538.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.29}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8ba089d9b73cbd3fd98832e5e3e935f9c3f74b8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:33:51.315033+00:00", + "ended_at": "2026-05-04T09:34:06.425289+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_6ad251802ceb48aa", + "problem_id": "v2p_n6_44bf04117b2beae4", + "dataset_id": "n6", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_6ad251802ceb48aa.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_6ad251802ceb48aa", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 169, + "total_tokens": 22973, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2842, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15073.09, + "sql_execution_elapsed_ms_total": 5.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_6ad251802ceb48aa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3883c5c7f38225cd8f9aac7f373d6ab30ee0e46a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ad251802ceb48aa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:34:06.412539+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15073.09, "started_at": "2026-05-04T09:33:51.319085+00:00", "ended_at": "2026-05-04T09:34:06.386616+00:00", "prompt_metrics": {"chars": 8745, "bytes_utf8": 8745, "lines": 300, "estimated_tokens": 2715}, "response_metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22804, "cached_input_tokens": 21888, "output_tokens": 169}, "stderr_preview": "2026-05-04T09:33:51.536785Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:54.050742Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6d5200b4602a804c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6d5200b4602a804c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed1adda5309fca73187652dcd0f0671a1d3920a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6d5200b4602a804c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_6d5200b4602a804c\n-- problem_id: v2p_n6_7149b8186d18defa\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X11\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X11\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_6d5200b4602a804c\\n-- problem_id: v2p_n6_7149b8186d18defa\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X11\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X11\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X11\", \"support\", \"avg_response\"], \"rows\": [{\"X11\": \"1\", \"support\": 415, \"avg_response\": 1.4096385542168675}, {\"X11\": \"-1\", \"support\": 410, \"avg_response\": 0.6170731707317073}, {\"X11\": \"-2\", \"support\": 399, \"avg_response\": -0.10025062656641603}, {\"X11\": \"2\", \"support\": 360, \"avg_response\": 0.8333333333333334}, {\"X11\": \"-3\", \"support\": 337, \"avg_response\": -0.7151335311572701}, {\"X11\": \"0\", \"support\": 324, \"avg_response\": 1.0493827160493827}, {\"X11\": \"3\", \"support\": 301, \"avg_response\": 2.5780730897009967}, {\"X11\": \"4\", \"support\": 292, \"avg_response\": 1.3595890410958904}, {\"X11\": \"-4\", \"support\": 291, \"avg_response\": -0.23711340206185566}, {\"X11\": \"-5\", \"support\": 254, \"avg_response\": 2.8897637795275593}, {\"X11\": \"5\", \"support\": 239, \"avg_response\": 2.723849372384937}, {\"X11\": \"-6\", \"support\": 225, \"avg_response\": -0.3422222222222222}, {\"X11\": \"6\", \"support\": 205, \"avg_response\": 4.082926829268293}, {\"X11\": \"7\", \"support\": 158, \"avg_response\": 4.822784810126582}, {\"X11\": \"-7\", \"support\": 148, \"avg_response\": 1.3783783783783783}, {\"X11\": \"8\", \"support\": 145, \"avg_response\": 3.303448275862069}, {\"X11\": \"-8\", \"support\": 136, \"avg_response\": -0.3161764705882353}, {\"X11\": \"9\", \"support\": 111, \"avg_response\": 3.5135135135135136}, {\"X11\": \"-10\", \"support\": 111, \"avg_response\": -2.2522522522522523}, {\"X11\": \"-9\", \"support\": 108, \"avg_response\": -1.0462962962962963}, {\"X11\": \"-12\", \"support\": 102, \"avg_response\": -0.49019607843137253}, {\"X11\": \"-11\", \"support\": 93, \"avg_response\": 1.1720430107526882}, {\"X11\": \"10\", \"support\": 90, \"avg_response\": 4.233333333333333}, {\"X11\": \"11\", \"support\": 78, \"avg_response\": 0.44871794871794873}, {\"X11\": \"-13\", \"support\": 68, \"avg_response\": 1.5294117647058822}, {\"X11\": \"14\", \"support\": 62, \"avg_response\": 6.774193548387097}, {\"X11\": \"12\", \"support\": 58, \"avg_response\": 5.758620689655173}, {\"X11\": \"-14\", \"support\": 57, \"avg_response\": -1.280701754385965}, {\"X11\": \"13\", \"support\": 47, \"avg_response\": 13.063829787234043}, {\"X11\": \"18\", \"support\": 43, \"avg_response\": 1.7674418604651163}, {\"X11\": \"-16\", \"support\": 40, \"avg_response\": -3.7}, {\"X11\": \"23\", \"support\": 40, \"avg_response\": -3.9}, {\"X11\": \"-15\", \"support\": 37, \"avg_response\": 0.24324324324324326}, {\"X11\": \"-19\", \"support\": 37, \"avg_response\": -3.189189189189189}, {\"X11\": \"16\", \"support\": 36, \"avg_response\": 10.916666666666666}, {\"X11\": \"-17\", \"support\": 36, \"avg_response\": -0.16666666666666666}, {\"X11\": \"17\", \"support\": 36, \"avg_response\": -2.7222222222222223}, {\"X11\": \"19\", \"support\": 34, \"avg_response\": -3.588235294117647}, {\"X11\": \"-21\", \"support\": 33, \"avg_response\": -14.333333333333334}, {\"X11\": \"15\", \"support\": 31, \"avg_response\": 4.419354838709677}, {\"X11\": \"-18\", \"support\": 29, \"avg_response\": 1.206896551724138}, {\"X11\": \"21\", \"support\": 29, \"avg_response\": -1.6206896551724137}, {\"X11\": \"20\", \"support\": 29, \"avg_response\": -2.2758620689655173}, {\"X11\": \"-20\", \"support\": 29, \"avg_response\": -8.172413793103448}, {\"X11\": \"-23\", \"support\": 27, \"avg_response\": -0.4074074074074074}, {\"X11\": \"-28\", \"support\": 26, \"avg_response\": -8.115384615384615}, {\"X11\": \"-24\", \"support\": 26, \"avg_response\": -14.73076923076923}, {\"X11\": \"-34\", \"support\": 25, \"avg_response\": -16.36}, {\"X11\": \"-26\", \"support\": 25, \"avg_response\": -20.16}, {\"X11\": \"-30\", \"support\": 22, \"avg_response\": -15.909090909090908}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.71}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6d5200b4602a804c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6d5200b4602a804c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b33195b43778571b2fa0debfa9566c45e868576 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6d5200b4602a804c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.382762+00:00", + "ended_at": "2026-05-04T09:50:30.392287+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_6d5200b4602a804c", + "problem_id": "v2p_n6_7149b8186d18defa", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X11.", + "bindings": { + "key_col": "X11", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=37", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 37, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_6d5200b4602a804c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6d5200b4602a804c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6d5200b4602a804c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6d5200b4602a804c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..274542b5fa93626584b09ce9ea2d560b19a4b861 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8703, "bytes_utf8": 8703, "lines": 302, "estimated_tokens": 2714}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22803, "cached_input_tokens": 22400, "output_tokens": 219}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1bf4852b99f40f74b30c2bca65ee64ccb41a051a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_6de217ab8cbbdfb3", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 22400, + "output_tokens": 219, + "total_tokens": 23022, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2838, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15988.9, + "sql_execution_elapsed_ms_total": 6.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_6de217ab8cbbdfb3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8dc72a905140ee4a983bfa7e4725742b5b281758 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:26:28.693981+00:00", + "ended_at": "2026-05-04T09:26:44.682924+00:00", + "elapsed_ms": 15988.9, + "prompt_metrics": { + "chars": 8703, + "bytes_utf8": 8703, + "lines": 302, + "estimated_tokens": 2714 + }, + "stdout_metrics": { + "chars": 804, + "bytes_utf8": 804, + "lines": 4, + "estimated_tokens": 240 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13144 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 468, + "bytes_utf8": 468, + "lines": 1, + "estimated_tokens": 124 + }, + "usage": { + "input_tokens": 22803, + "cached_input_tokens": 22400, + "output_tokens": 219 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7882ab94b34300ed2addd278d09f528ce19943b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "entity_col": "X5", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd37891fb17d6d8ffd201bc18a580ae5907647bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24f-8965-7213-8a4b-c211f0fcfdb4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X5\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X5\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Applied the planned Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X5\\\", and entity_col=\\\"X5\\\". CAST was added for AVG because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":22400,"output_tokens":219}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f55cfc8cde7e7d26deec354c226eabac5bb864a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X5\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X5\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 13;","notes":"Applied the planned Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X5\", and entity_col=\"X5\". CAST was added for AVG because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aec9c7432c011136b7534ca0cbd2a675b1e4c315 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:26:32.211821Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:26:34.576845Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:26:43.840556Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..47da9c3e7d42e3c72a9e0434059d1f50ad49681c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5. +Result preview: [{"y": "3", "support": 2000, "avg_measure": 0.126, "distinct_entities": 109}, {"y": "2", "support": 2000, "avg_measure": -0.969, "distinct_entities": 92}, {"y": "1", "support": 2000, "avg_measure": 6.022, "distinct_entities": 120}, {"y": "0", "support": 2000, "avg_measure": -12.4655, "distinct_entities": 340}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b2ba85b0fb632198a4f25898d78b92dadf0e891 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_6de217ab8cbbdfb3 +-- problem_id: v2p_n6_f903899166f96541 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X5" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X5") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a43e0247287ea51743b199b13aa60f4c420c5442 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X5\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X5\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X5\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X5\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": 0.126, \"distinct_entities\": 109}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": -0.969, \"distinct_entities\": 92}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": 6.022, \"distinct_entities\": 120}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -12.4655, \"distinct_entities\": 340}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.86}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c9bef84ef8be4eec7673e0a8588ad076e94387ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:26:28.690853+00:00", + "ended_at": "2026-05-04T09:26:44.716699+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_6de217ab8cbbdfb3", + "problem_id": "v2p_n6_f903899166f96541", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "entity_col": "X5", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=68" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_6de217ab8cbbdfb3.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_6de217ab8cbbdfb3", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 22400, + "output_tokens": 219, + "total_tokens": 23022, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2838, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15988.9, + "sql_execution_elapsed_ms_total": 6.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_6de217ab8cbbdfb3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f3cfbd0d31a74df3763f7bf6e294e82ec7a8a81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6de217ab8cbbdfb3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:26:44.701666+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15988.9, "started_at": "2026-05-04T09:26:28.693981+00:00", "ended_at": "2026-05-04T09:26:44.682924+00:00", "prompt_metrics": {"chars": 8703, "bytes_utf8": 8703, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22803, "cached_input_tokens": 22400, "output_tokens": 219}, "stderr_preview": "2026-05-04T09:26:32.211821Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:26:34.576845Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6eb2295f059c7813/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6eb2295f059c7813/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..577eddf14e2779afc4f10b6bd41761d86f9d2919 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6eb2295f059c7813/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_6eb2295f059c7813\n-- problem_id: v2p_n6_1401d8fa389c95dd\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X4\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X4\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_6eb2295f059c7813\\n-- problem_id: v2p_n6_1401d8fa389c95dd\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X4\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X4\", \"support\", \"avg_response\"], \"rows\": [{\"X4\": \"-1\", \"support\": 304, \"avg_response\": 0.21052631578947367}, {\"X4\": \"2\", \"support\": 301, \"avg_response\": -0.24916943521594684}, {\"X4\": \"-3\", \"support\": 286, \"avg_response\": 0.1048951048951049}, {\"X4\": \"3\", \"support\": 280, \"avg_response\": 0.325}, {\"X4\": \"-4\", \"support\": 279, \"avg_response\": -1.2473118279569892}, {\"X4\": \"-2\", \"support\": 262, \"avg_response\": 0.015267175572519083}, {\"X4\": \"-5\", \"support\": 258, \"avg_response\": -0.9457364341085271}, {\"X4\": \"1\", \"support\": 250, \"avg_response\": -0.5}, {\"X4\": \"-6\", \"support\": 236, \"avg_response\": -0.4194915254237288}, {\"X4\": \"4\", \"support\": 235, \"avg_response\": -1.446808510638298}, {\"X4\": \"5\", \"support\": 214, \"avg_response\": 0.26635514018691586}, {\"X4\": \"6\", \"support\": 210, \"avg_response\": -0.5095238095238095}, {\"X4\": \"-7\", \"support\": 200, \"avg_response\": -1.57}, {\"X4\": \"0\", \"support\": 193, \"avg_response\": -0.27979274611398963}, {\"X4\": \"-8\", \"support\": 187, \"avg_response\": -0.9893048128342246}, {\"X4\": \"7\", \"support\": 175, \"avg_response\": -1.0857142857142856}, {\"X4\": \"8\", \"support\": 160, \"avg_response\": 0.65}, {\"X4\": \"-9\", \"support\": 145, \"avg_response\": -1.2206896551724138}, {\"X4\": \"-10\", \"support\": 140, \"avg_response\": -0.5142857142857142}, {\"X4\": \"9\", \"support\": 137, \"avg_response\": -0.24087591240875914}, {\"X4\": \"-12\", \"support\": 131, \"avg_response\": -0.2900763358778626}, {\"X4\": \"-11\", \"support\": 121, \"avg_response\": -0.2727272727272727}, {\"X4\": \"11\", \"support\": 114, \"avg_response\": 0.8771929824561403}, {\"X4\": \"10\", \"support\": 106, \"avg_response\": 0.27358490566037735}, {\"X4\": \"-14\", \"support\": 99, \"avg_response\": -4.363636363636363}, {\"X4\": \"-13\", \"support\": 95, \"avg_response\": -0.8210526315789474}, {\"X4\": \"13\", \"support\": 93, \"avg_response\": -1.5483870967741935}, {\"X4\": \"12\", \"support\": 88, \"avg_response\": 1.8181818181818181}, {\"X4\": \"-15\", \"support\": 77, \"avg_response\": -2.9220779220779223}, {\"X4\": \"14\", \"support\": 76, \"avg_response\": -4.131578947368421}, {\"X4\": \"-16\", \"support\": 72, \"avg_response\": -4.430555555555555}, {\"X4\": \"17\", \"support\": 64, \"avg_response\": 1.59375}, {\"X4\": \"-18\", \"support\": 61, \"avg_response\": -6.540983606557377}, {\"X4\": \"16\", \"support\": 54, \"avg_response\": 1.1851851851851851}, {\"X4\": \"-17\", \"support\": 54, \"avg_response\": 0.1111111111111111}, {\"X4\": \"15\", \"support\": 47, \"avg_response\": 0.02127659574468085}, {\"X4\": \"20\", \"support\": 40, \"avg_response\": 7.225}, {\"X4\": \"19\", \"support\": 40, \"avg_response\": 3.9}, {\"X4\": \"-21\", \"support\": 40, \"avg_response\": -2.975}, {\"X4\": \"-20\", \"support\": 40, \"avg_response\": -7.2}, {\"X4\": \"-19\", \"support\": 36, \"avg_response\": -7.25}, {\"X4\": \"-27\", \"support\": 36, \"avg_response\": -12.36111111111111}, {\"X4\": \"-23\", \"support\": 35, \"avg_response\": -2.057142857142857}, {\"X4\": \"-22\", \"support\": 35, \"avg_response\": -7.942857142857143}, {\"X4\": \"-24\", \"support\": 34, \"avg_response\": -0.2647058823529412}, {\"X4\": \"-25\", \"support\": 34, \"avg_response\": -12.264705882352942}, {\"X4\": \"18\", \"support\": 33, \"avg_response\": 1.303030303030303}, {\"X4\": \"23\", \"support\": 33, \"avg_response\": 0.030303030303030304}, {\"X4\": \"26\", \"support\": 33, \"avg_response\": -0.36363636363636365}, {\"X4\": \"21\", \"support\": 32, \"avg_response\": 3.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6eb2295f059c7813/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6eb2295f059c7813/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1f69d2304616c7363e1fff90f47388cf304dc778 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6eb2295f059c7813/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.054911+00:00", + "ended_at": "2026-05-04T09:50:30.064136+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_6eb2295f059c7813", + "problem_id": "v2p_n6_1401d8fa389c95dd", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X4.", + "bindings": { + "key_col": "X4", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_6eb2295f059c7813.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6eb2295f059c7813/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6eb2295f059c7813/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6eb2295f059c7813/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8df241c17b834030f94a3a4db76844f86aab2f24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X13": "5", "support": 236, "avg_response": 1.0338983050847457}, {"X13": "-4", "support": 236, "avg_response": -1.8008474576271187}, {"X13": "-3", "support": 234, "avg_response": -1.0427350427350428}, {"X13": "2", "support": 232, "avg_response": -0.1939655172413793}, {"X13": "-2", "support": 230, "avg_response": -0.908695652173913}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..82db090c0776f39d64ef4ec76228fe17a7df95e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_6ebc3dad2f8e8a38 +-- problem_id: v2p_n6_6a2a354de93466b3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X13", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X13" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c8dea9fb38c3ba71610db9a988a8bf6f6f57daf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_6ebc3dad2f8e8a38\n-- problem_id: v2p_n6_6a2a354de93466b3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X13\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X13\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_6ebc3dad2f8e8a38\\n-- problem_id: v2p_n6_6a2a354de93466b3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X13\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X13\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X13\", \"support\", \"avg_response\"], \"rows\": [{\"X13\": \"5\", \"support\": 236, \"avg_response\": 1.0338983050847457}, {\"X13\": \"-4\", \"support\": 236, \"avg_response\": -1.8008474576271187}, {\"X13\": \"-3\", \"support\": 234, \"avg_response\": -1.0427350427350428}, {\"X13\": \"2\", \"support\": 232, \"avg_response\": -0.1939655172413793}, {\"X13\": \"-2\", \"support\": 230, \"avg_response\": -0.908695652173913}, {\"X13\": \"-6\", \"support\": 225, \"avg_response\": -0.24}, {\"X13\": \"4\", \"support\": 224, \"avg_response\": 2.044642857142857}, {\"X13\": \"-1\", \"support\": 223, \"avg_response\": -0.12556053811659193}, {\"X13\": \"1\", \"support\": 220, \"avg_response\": -2.6863636363636365}, {\"X13\": \"3\", \"support\": 216, \"avg_response\": 1.0648148148148149}, {\"X13\": \"-5\", \"support\": 210, \"avg_response\": -1.6904761904761905}, {\"X13\": \"6\", \"support\": 199, \"avg_response\": 0.6984924623115578}, {\"X13\": \"-7\", \"support\": 186, \"avg_response\": 0.026881720430107527}, {\"X13\": \"7\", \"support\": 172, \"avg_response\": 4.994186046511628}, {\"X13\": \"-9\", \"support\": 170, \"avg_response\": -1.3}, {\"X13\": \"-8\", \"support\": 168, \"avg_response\": -0.9345238095238095}, {\"X13\": \"0\", \"support\": 155, \"avg_response\": -0.49032258064516127}, {\"X13\": \"-10\", \"support\": 152, \"avg_response\": -0.18421052631578946}, {\"X13\": \"12\", \"support\": 144, \"avg_response\": 4.909722222222222}, {\"X13\": \"11\", \"support\": 143, \"avg_response\": 4.615384615384615}, {\"X13\": \"9\", \"support\": 137, \"avg_response\": 3.153284671532847}, {\"X13\": \"10\", \"support\": 133, \"avg_response\": 4.7669172932330826}, {\"X13\": \"13\", \"support\": 127, \"avg_response\": 7.393700787401575}, {\"X13\": \"8\", \"support\": 126, \"avg_response\": 2.015873015873016}, {\"X13\": \"-11\", \"support\": 109, \"avg_response\": -3.926605504587156}, {\"X13\": \"14\", \"support\": 107, \"avg_response\": 2.1401869158878504}, {\"X13\": \"-12\", \"support\": 105, \"avg_response\": -3.447619047619048}, {\"X13\": \"17\", \"support\": 96, \"avg_response\": 8.739583333333334}, {\"X13\": \"-13\", \"support\": 84, \"avg_response\": -2.607142857142857}, {\"X13\": \"-14\", \"support\": 76, \"avg_response\": -3.986842105263158}, {\"X13\": \"15\", \"support\": 75, \"avg_response\": 7.28}, {\"X13\": \"-17\", \"support\": 71, \"avg_response\": -9.859154929577464}, {\"X13\": \"-16\", \"support\": 68, \"avg_response\": -7.147058823529412}, {\"X13\": \"19\", \"support\": 65, \"avg_response\": 4.6}, {\"X13\": \"16\", \"support\": 64, \"avg_response\": 5.765625}, {\"X13\": \"-15\", \"support\": 64, \"avg_response\": -6.53125}, {\"X13\": \"18\", \"support\": 56, \"avg_response\": 8.267857142857142}, {\"X13\": \"-18\", \"support\": 53, \"avg_response\": -4.547169811320755}, {\"X13\": \"20\", \"support\": 49, \"avg_response\": 0.8163265306122449}, {\"X13\": \"-20\", \"support\": 45, \"avg_response\": -9.0}, {\"X13\": \"-21\", \"support\": 42, \"avg_response\": -12.047619047619047}, {\"X13\": \"21\", \"support\": 39, \"avg_response\": 9.820512820512821}, {\"X13\": \"-19\", \"support\": 39, \"avg_response\": -16.025641025641026}, {\"X13\": \"31\", \"support\": 38, \"avg_response\": 13.605263157894736}, {\"X13\": \"23\", \"support\": 37, \"avg_response\": 17.37837837837838}, {\"X13\": \"-22\", \"support\": 36, \"avg_response\": -16.36111111111111}, {\"X13\": \"-24\", \"support\": 34, \"avg_response\": 0.14705882352941177}, {\"X13\": \"-25\", \"support\": 34, \"avg_response\": -6.9411764705882355}, {\"X13\": \"22\", \"support\": 33, \"avg_response\": 12.484848484848484}, {\"X13\": \"25\", \"support\": 33, \"avg_response\": 8.424242424242424}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e78e87237abaa6afcca2118c5f490278a2774fb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.499755+00:00", + "ended_at": "2026-05-04T09:50:30.509907+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_6ebc3dad2f8e8a38", + "problem_id": "v2p_n6_6a2a354de93466b3", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X13.", + "bindings": { + "key_col": "X13", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=45", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 45, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_6ebc3dad2f8e8a38.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6955179b816a22b3d50b70951f028e8ba4f6bdca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8694, "bytes_utf8": 8694, "lines": 304, "estimated_tokens": 2719}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22808, "cached_input_tokens": 19840, "output_tokens": 197}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8b2b121837a870313d3594e446000bd45746577b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_6f79e29221f88a33", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 197, + "total_tokens": 23005, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2833, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12704.17, + "sql_execution_elapsed_ms_total": 6.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_6f79e29221f88a33\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..264ad68b824bdfc9a8c9a6a9652ce545e52e5b89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:28:19.862592+00:00", + "ended_at": "2026-05-04T09:28:32.566431+00:00", + "elapsed_ms": 12704.17, + "prompt_metrics": { + "chars": 8694, + "bytes_utf8": 8694, + "lines": 304, + "estimated_tokens": 2719 + }, + "stdout_metrics": { + "chars": 737, + "bytes_utf8": 737, + "lines": 4, + "estimated_tokens": 230 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13240 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 403, + "bytes_utf8": 403, + "lines": 1, + "estimated_tokens": 114 + }, + "usage": { + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 197 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d86268769fbfc7458ce7e52ef2d67b66e219830 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "predicate_col": "X7", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..095a6ee7c9dd049d8ac8eca15a8627bcc49e3609 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-2f1f-75f1-b50d-2a58f72893b9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X7\\\" AS REAL) >= 6.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the planned template with group_col=\\\"y\\\", measure_col=\\\"X11\\\", and predicate_col=\\\"X7\\\". Casted TEXT feature columns to REAL for numeric filtering and aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":19840,"output_tokens":197}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4ab454ef03aed7eef7be18e4eb12aa9261a09d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X11\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X7\" AS REAL) >= 6.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Used the planned template with group_col=\"y\", measure_col=\"X11\", and predicate_col=\"X7\". Casted TEXT feature columns to REAL for numeric filtering and aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e78930a15005ea6c3bf6306ed59de145fe46513 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:28:20.120338Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:28:22.641330Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:28:31.759630Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c8fda14d40f9e785c81638e4cb19dcf112b166c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X11. +Result preview: [{"y": "1", "total_measure": 7428.0}, {"y": "0", "total_measure": 6960.0}, {"y": "2", "total_measure": 661.0}, {"y": "3", "total_measure": 402.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..833c38db8d01a1f3035f9427025c36b1540b1b40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_6f79e29221f88a33 +-- problem_id: v2p_n6_249401232f392eee +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X11" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X7" AS REAL) >= 6.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8a55de5cf5b5e92338427493f45f1d93fb328c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X11\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X7\" AS REAL) >= 6.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X7\\\" AS REAL) >= 6.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 7428.0}, {\"y\": \"0\", \"total_measure\": 6960.0}, {\"y\": \"2\", \"total_measure\": 661.0}, {\"y\": \"3\", \"total_measure\": 402.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f31be762424c1e05904b40dbf06cab2af42ac82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:28:19.859472+00:00", + "ended_at": "2026-05-04T09:28:32.615932+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_6f79e29221f88a33", + "problem_id": "v2p_n6_249401232f392eee", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "predicate_col": "X7", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_6f79e29221f88a33.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_6f79e29221f88a33", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 197, + "total_tokens": 23005, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2833, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12704.17, + "sql_execution_elapsed_ms_total": 6.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_6f79e29221f88a33\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8408229ff1cd90eb688c84638dba44e7a390008 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:28:32.598066+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12704.17, "started_at": "2026-05-04T09:28:19.862592+00:00", "ended_at": "2026-05-04T09:28:32.566431+00:00", "prompt_metrics": {"chars": 8694, "bytes_utf8": 8694, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22808, "cached_input_tokens": 19840, "output_tokens": 197}, "stderr_preview": "2026-05-04T09:28:20.120338Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:28:22.641330Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 6.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the planned template with group_col=\\\"y\\\", measure_col=\\\"X11\\\", and predicate_col=\\\"X7\\\". Casted TEXT feature columns to REAL for numeric filtering and aggregation in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..80c6bb5d3ca35ed89654c97c3053a05bb0ca6da4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_6f79e29221f88a33/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_6f79e29221f88a33", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 197, + "total_tokens": 23005, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2833, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12704.17, + "sql_execution_elapsed_ms_total": 6.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_6f79e29221f88a33\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_721361de598cb53b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_721361de598cb53b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0099043096a845983d64ee536d372b12e6be0bba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_721361de598cb53b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X1": "-1", "support": 382, "avg_response": -0.002617801047120419}, {"X1": "-2", "support": 363, "avg_response": -0.559228650137741}, {"X1": "1", "support": 362, "avg_response": -0.3370165745856354}, {"X1": "2", "support": 341, "avg_response": -0.0967741935483871}, {"X1": "3", "support": 306, "avg_response": -0.9967320261437909}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_721361de598cb53b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_721361de598cb53b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8081d4351bc45ea679fbf4d87d95fa21c8bf3a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_721361de598cb53b/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_721361de598cb53b +-- problem_id: v2p_n6_2e53a679658496fd +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X1", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X1" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_721361de598cb53b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_721361de598cb53b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7221c3405100532144603577d6e05d3f7fb4dbb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_721361de598cb53b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_721361de598cb53b\n-- problem_id: v2p_n6_2e53a679658496fd\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X1\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X1\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_721361de598cb53b\\n-- problem_id: v2p_n6_2e53a679658496fd\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X1\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X1\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X1\", \"support\", \"avg_response\"], \"rows\": [{\"X1\": \"-1\", \"support\": 382, \"avg_response\": -0.002617801047120419}, {\"X1\": \"-2\", \"support\": 363, \"avg_response\": -0.559228650137741}, {\"X1\": \"1\", \"support\": 362, \"avg_response\": -0.3370165745856354}, {\"X1\": \"2\", \"support\": 341, \"avg_response\": -0.0967741935483871}, {\"X1\": \"3\", \"support\": 306, \"avg_response\": -0.9967320261437909}, {\"X1\": \"-3\", \"support\": 302, \"avg_response\": -0.8973509933774835}, {\"X1\": \"-4\", \"support\": 285, \"avg_response\": 0.08771929824561403}, {\"X1\": \"0\", \"support\": 271, \"avg_response\": 0.16974169741697417}, {\"X1\": \"-5\", \"support\": 249, \"avg_response\": -0.3092369477911647}, {\"X1\": \"4\", \"support\": 236, \"avg_response\": 0.08050847457627118}, {\"X1\": \"5\", \"support\": 226, \"avg_response\": -0.35398230088495575}, {\"X1\": \"6\", \"support\": 221, \"avg_response\": 1.2805429864253393}, {\"X1\": \"-6\", \"support\": 219, \"avg_response\": 0.0547945205479452}, {\"X1\": \"-7\", \"support\": 188, \"avg_response\": -2.6968085106382977}, {\"X1\": \"7\", \"support\": 170, \"avg_response\": 1.011764705882353}, {\"X1\": \"8\", \"support\": 168, \"avg_response\": 0.1130952380952381}, {\"X1\": \"9\", \"support\": 166, \"avg_response\": 1.4518072289156627}, {\"X1\": \"-8\", \"support\": 137, \"avg_response\": -2.6715328467153285}, {\"X1\": \"11\", \"support\": 110, \"avg_response\": -0.6}, {\"X1\": \"-9\", \"support\": 109, \"avg_response\": -1.2568807339449541}, {\"X1\": \"-10\", \"support\": 96, \"avg_response\": -6.854166666666667}, {\"X1\": \"12\", \"support\": 91, \"avg_response\": 1.2857142857142858}, {\"X1\": \"10\", \"support\": 89, \"avg_response\": 2.191011235955056}, {\"X1\": \"13\", \"support\": 76, \"avg_response\": 0.8421052631578947}, {\"X1\": \"-12\", \"support\": 70, \"avg_response\": -3.2714285714285714}, {\"X1\": \"-13\", \"support\": 62, \"avg_response\": -4.741935483870968}, {\"X1\": \"-11\", \"support\": 60, \"avg_response\": -6.766666666666667}, {\"X1\": \"14\", \"support\": 58, \"avg_response\": -1.5172413793103448}, {\"X1\": \"15\", \"support\": 54, \"avg_response\": 4.148148148148148}, {\"X1\": \"-16\", \"support\": 51, \"avg_response\": -9.019607843137255}, {\"X1\": \"17\", \"support\": 50, \"avg_response\": 5.06}, {\"X1\": \"-15\", \"support\": 50, \"avg_response\": -4.68}, {\"X1\": \"16\", \"support\": 46, \"avg_response\": 3.217391304347826}, {\"X1\": \"20\", \"support\": 43, \"avg_response\": 10.0}, {\"X1\": \"22\", \"support\": 43, \"avg_response\": 8.232558139534884}, {\"X1\": \"-18\", \"support\": 41, \"avg_response\": -3.8780487804878048}, {\"X1\": \"-14\", \"support\": 37, \"avg_response\": -3.72972972972973}, {\"X1\": \"-17\", \"support\": 37, \"avg_response\": -8.243243243243244}, {\"X1\": \"18\", \"support\": 35, \"avg_response\": 2.9714285714285715}, {\"X1\": \"24\", \"support\": 34, \"avg_response\": 3.9705882352941178}, {\"X1\": \"-22\", \"support\": 34, \"avg_response\": -4.970588235294118}, {\"X1\": \"23\", \"support\": 33, \"avg_response\": 9.636363636363637}, {\"X1\": \"25\", \"support\": 33, \"avg_response\": 5.848484848484849}, {\"X1\": \"-23\", \"support\": 33, \"avg_response\": -9.545454545454545}, {\"X1\": \"26\", \"support\": 32, \"avg_response\": 9.46875}, {\"X1\": \"21\", \"support\": 32, \"avg_response\": -0.59375}, {\"X1\": \"19\", \"support\": 30, \"avg_response\": 7.166666666666667}, {\"X1\": \"27\", \"support\": 29, \"avg_response\": 9.689655172413794}, {\"X1\": \"33\", \"support\": 29, \"avg_response\": 8.241379310344827}, {\"X1\": \"-24\", \"support\": 29, \"avg_response\": -2.6206896551724137}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.78}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_721361de598cb53b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_721361de598cb53b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..04b774247f6eca2d424be61ec8a1a3a27e4c9007 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_721361de598cb53b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:29.915741+00:00", + "ended_at": "2026-05-04T09:50:29.927730+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_721361de598cb53b", + "problem_id": "v2p_n6_2e53a679658496fd", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X1.", + "bindings": { + "key_col": "X1", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_721361de598cb53b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_721361de598cb53b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_721361de598cb53b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_721361de598cb53b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_727cdefc8290b803/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_727cdefc8290b803/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6021d0d5232f245458766e6cade1816d00940a91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_727cdefc8290b803/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X8": "-1", "support": 443, "avg_response": -3.106094808126411}, {"X8": "1", "support": 419, "avg_response": 0.5560859188544153}, {"X8": "2", "support": 395, "avg_response": -0.5645569620253165}, {"X8": "-2", "support": 378, "avg_response": -3.798941798941799}, {"X8": "-3", "support": 360, "avg_response": -3.75}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_727cdefc8290b803/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_727cdefc8290b803/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..606a5a1abb2fae1c0bdc6a0746ef7e002c99a635 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_727cdefc8290b803/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_727cdefc8290b803 +-- problem_id: v2p_n6_02f0f63b905da90a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X8", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_727cdefc8290b803/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_727cdefc8290b803/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e68a746a9bc641efd0ae11fb2414bff040a31f49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_727cdefc8290b803/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_727cdefc8290b803\n-- problem_id: v2p_n6_02f0f63b905da90a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X8\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_727cdefc8290b803\\n-- problem_id: v2p_n6_02f0f63b905da90a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X8\", \"support\", \"avg_response\"], \"rows\": [{\"X8\": \"-1\", \"support\": 443, \"avg_response\": -3.106094808126411}, {\"X8\": \"1\", \"support\": 419, \"avg_response\": 0.5560859188544153}, {\"X8\": \"2\", \"support\": 395, \"avg_response\": -0.5645569620253165}, {\"X8\": \"-2\", \"support\": 378, \"avg_response\": -3.798941798941799}, {\"X8\": \"-3\", \"support\": 360, \"avg_response\": -3.75}, {\"X8\": \"3\", \"support\": 358, \"avg_response\": 0.7094972067039106}, {\"X8\": \"0\", \"support\": 315, \"avg_response\": -0.8380952380952381}, {\"X8\": \"-4\", \"support\": 298, \"avg_response\": -6.0}, {\"X8\": \"4\", \"support\": 289, \"avg_response\": 1.494809688581315}, {\"X8\": \"-5\", \"support\": 238, \"avg_response\": -5.361344537815126}, {\"X8\": \"5\", \"support\": 225, \"avg_response\": 3.2444444444444445}, {\"X8\": \"-6\", \"support\": 223, \"avg_response\": -5.645739910313901}, {\"X8\": \"-7\", \"support\": 207, \"avg_response\": -5.115942028985507}, {\"X8\": \"6\", \"support\": 205, \"avg_response\": 3.8634146341463413}, {\"X8\": \"7\", \"support\": 164, \"avg_response\": 3.158536585365854}, {\"X8\": \"-8\", \"support\": 148, \"avg_response\": -6.006756756756757}, {\"X8\": \"-9\", \"support\": 136, \"avg_response\": -8.551470588235293}, {\"X8\": \"8\", \"support\": 123, \"avg_response\": 4.626016260162602}, {\"X8\": \"-10\", \"support\": 98, \"avg_response\": -6.153061224489796}, {\"X8\": \"-11\", \"support\": 96, \"avg_response\": -6.0625}, {\"X8\": \"11\", \"support\": 93, \"avg_response\": 7.795698924731183}, {\"X8\": \"9\", \"support\": 91, \"avg_response\": 8.76923076923077}, {\"X8\": \"10\", \"support\": 91, \"avg_response\": 5.021978021978022}, {\"X8\": \"12\", \"support\": 81, \"avg_response\": 4.604938271604938}, {\"X8\": \"-14\", \"support\": 75, \"avg_response\": -9.68}, {\"X8\": \"-13\", \"support\": 74, \"avg_response\": -5.72972972972973}, {\"X8\": \"-12\", \"support\": 71, \"avg_response\": -9.380281690140846}, {\"X8\": \"13\", \"support\": 63, \"avg_response\": 10.666666666666666}, {\"X8\": \"-16\", \"support\": 63, \"avg_response\": -0.6666666666666666}, {\"X8\": \"14\", \"support\": 58, \"avg_response\": 6.172413793103448}, {\"X8\": \"-17\", \"support\": 53, \"avg_response\": -12.075471698113208}, {\"X8\": \"-15\", \"support\": 45, \"avg_response\": -13.222222222222221}, {\"X8\": \"16\", \"support\": 42, \"avg_response\": 8.642857142857142}, {\"X8\": \"15\", \"support\": 40, \"avg_response\": -3.375}, {\"X8\": \"-18\", \"support\": 37, \"avg_response\": -15.432432432432432}, {\"X8\": \"-19\", \"support\": 34, \"avg_response\": -19.61764705882353}, {\"X8\": \"17\", \"support\": 33, \"avg_response\": 2.606060606060606}, {\"X8\": \"-23\", \"support\": 32, \"avg_response\": -8.5625}, {\"X8\": \"-22\", \"support\": 32, \"avg_response\": -11.96875}, {\"X8\": \"20\", \"support\": 31, \"avg_response\": -3.3870967741935485}, {\"X8\": \"-21\", \"support\": 30, \"avg_response\": -16.5}, {\"X8\": \"-25\", \"support\": 30, \"avg_response\": -16.533333333333335}, {\"X8\": \"-20\", \"support\": 28, \"avg_response\": -24.857142857142858}, {\"X8\": \"23\", \"support\": 27, \"avg_response\": -4.777777777777778}, {\"X8\": \"21\", \"support\": 23, \"avg_response\": 10.695652173913043}, {\"X8\": \"22\", \"support\": 23, \"avg_response\": 2.3043478260869565}, {\"X8\": \"18\", \"support\": 22, \"avg_response\": -4.590909090909091}, {\"X8\": \"-24\", \"support\": 21, \"avg_response\": -17.904761904761905}, {\"X8\": \"19\", \"support\": 20, \"avg_response\": 4.85}, {\"X8\": \"-36\", \"support\": 19, \"avg_response\": -38.68421052631579}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_727cdefc8290b803/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_727cdefc8290b803/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..48cf004b5f06c2e76e145a003403893a0187cbcb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_727cdefc8290b803/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.255694+00:00", + "ended_at": "2026-05-04T09:50:30.266926+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_727cdefc8290b803", + "problem_id": "v2p_n6_02f0f63b905da90a", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X8.", + "bindings": { + "key_col": "X8", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=28", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 28, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_727cdefc8290b803.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_727cdefc8290b803/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_727cdefc8290b803/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_727cdefc8290b803/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a715ff2601805e25431a97f8eec2c251a661e16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8696, "bytes_utf8": 8696, "lines": 304, "estimated_tokens": 2720}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 200}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e601b08314d33898f03192e79e9ddb7ecd1c889f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_72bf68d3d86a735a", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 200, + "total_tokens": 23009, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2843, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12391.87, + "sql_execution_elapsed_ms_total": 3.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_72bf68d3d86a735a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c892af1c805afa8770377e1168496b601a359837 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:30:36.052896+00:00", + "ended_at": "2026-05-04T09:30:48.443572+00:00", + "elapsed_ms": 12391.87, + "prompt_metrics": { + "chars": 8696, + "bytes_utf8": 8696, + "lines": 304, + "estimated_tokens": 2720 + }, + "stdout_metrics": { + "chars": 752, + "bytes_utf8": 752, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13203 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 418, + "bytes_utf8": 418, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 200 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9ed4d27fccb30354ab148a548a42deaf782728c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "predicate_col": "X12", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21bcec26542c5fa03399c6cf622b6375b8fb5cbe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-4329-7863-a396-ba2d45d82f24"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X16\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X12\\\" AS REAL) >= 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Applied the planned template with group_col=\\\"y\\\", measure_col=\\\"X16\\\", and filter CAST(\\\"X12\\\" AS REAL) >= 7.0. Casts are used because the schema stores these numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":21888,"output_tokens":200}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a69a166e0192d8f7e4411452379e1648e673902 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X16\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X12\" AS REAL) >= 7.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Applied the planned template with group_col=\"y\", measure_col=\"X16\", and filter CAST(\"X12\" AS REAL) >= 7.0. Casts are used because the schema stores these numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e0ec186a14209df93fe0de2d0c706d5cb15bca1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:30:36.252849Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:30:38.578950Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:47.562357Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c999865ac4060e46cc45d99b207a462a1b74eedc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X16. +Result preview: [{"y": "0", "total_measure": 6027.0}, {"y": "1", "total_measure": 2244.0}, {"y": "2", "total_measure": 839.0}, {"y": "3", "total_measure": 318.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ede78ef74312ccb907a5091fc9469403df8b426 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_72bf68d3d86a735a +-- problem_id: v2p_n6_e18bd70869c771ed +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X16" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X12" AS REAL) >= 7.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e20cfcf7a3938748f6659b2cf642a431fa3e4ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X16\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X12\" AS REAL) >= 7.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X16\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X12\\\" AS REAL) >= 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 6027.0}, {\"y\": \"1\", \"total_measure\": 2244.0}, {\"y\": \"2\", \"total_measure\": 839.0}, {\"y\": \"3\", \"total_measure\": 318.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..63136298ff2b90b5fff95e5f6124eb872a61edaa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:30:36.049151+00:00", + "ended_at": "2026-05-04T09:30:48.483018+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_72bf68d3d86a735a", + "problem_id": "v2p_n6_e18bd70869c771ed", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X16.", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "predicate_col": "X12", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_72bf68d3d86a735a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_72bf68d3d86a735a", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 200, + "total_tokens": 23009, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2843, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12391.87, + "sql_execution_elapsed_ms_total": 3.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_72bf68d3d86a735a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79f427d62d1cf6f0d6e862f9675a091737d3a5a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:30:48.468685+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12391.87, "started_at": "2026-05-04T09:30:36.052896+00:00", "ended_at": "2026-05-04T09:30:48.443572+00:00", "prompt_metrics": {"chars": 8696, "bytes_utf8": 8696, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 200}, "stderr_preview": "2026-05-04T09:30:36.252849Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:30:38.578950Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Applied the planned template with group_col=\\\"y\\\", measure_col=\\\"X16\\\", and filter CAST(\\\"X12\\\" AS REAL) >= 7.0. Casts are used because the schema stores these numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..18a6e09ed56d62cd9a0ce5d456ec8598ba1e88b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_72bf68d3d86a735a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_72bf68d3d86a735a", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 200, + "total_tokens": 23009, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2843, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12391.87, + "sql_execution_elapsed_ms_total": 3.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_72bf68d3d86a735a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..212982d190070f708759ccea218e343c718574fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8906, "bytes_utf8": 8906, "lines": 305, "estimated_tokens": 2748}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1192, "bytes_utf8": 1192, "lines": 1, "estimated_tokens": 355}, "usage": {"input_tokens": 22839, "cached_input_tokens": 21888, "output_tokens": 877}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b78ea1f6db494fb6e1c40b097f24ad0ecfa9f49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_74d83e6e919dc1d9", + "api_calls": 0, + "input_tokens": 22839, + "cached_input_tokens": 21888, + "output_tokens": 877, + "total_tokens": 23716, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2748, + "estimated_output_tokens": 355, + "estimated_total_tokens": 3103, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26644.13, + "sql_execution_elapsed_ms_total": 16.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_74d83e6e919dc1d9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e6f3f22b6240909606a7f30a70139a31741f984b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:18:29.046341+00:00", + "ended_at": "2026-05-04T09:18:55.690584+00:00", + "elapsed_ms": 26644.13, + "prompt_metrics": { + "chars": 8906, + "bytes_utf8": 8906, + "lines": 305, + "estimated_tokens": 2748 + }, + "stdout_metrics": { + "chars": 1681, + "bytes_utf8": 1681, + "lines": 4, + "estimated_tokens": 564 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13172 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1192, + "bytes_utf8": 1192, + "lines": 1, + "estimated_tokens": 355 + }, + "usage": { + "input_tokens": 22839, + "cached_input_tokens": 21888, + "output_tokens": 877 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a36e730090ed6b5c032cdf05f02b2d65cdada39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X11, condition_col=y.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5c1d045ce58bfdf0bb5f466a09468835d5d8530 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-2b3f-79d0-bab3-b3853d1df62f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X11\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '0'\\n AND \\\"X11\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"all_groups\\\".\\\"y\\\",\\n MAX(\\n CASE\\n WHEN \\\"ranked\\\".\\\"rn\\\" = CAST(((95 * \\\"ranked\\\".\\\"cnt\\\") + 99) / 100 AS INT)\\n THEN \\\"ranked\\\".\\\"measure\\\"\\n END\\n ) AS \\\"conditional_percentile\\\"\\nFROM (SELECT DISTINCT \\\"y\\\" FROM \\\"n6\\\") AS \\\"all_groups\\\"\\nLEFT JOIN \\\"ranked\\\"\\n ON \\\"all_groups\\\".\\\"y\\\" = \\\"ranked\\\".\\\"y\\\"\\nGROUP BY \\\"all_groups\\\".\\\"y\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used the planned template roles exactly with group_col=\\\"y\\\", measure_col=\\\"X11\\\", and condition_col=\\\"y\\\". Replaced unsupported SQLite PERCENTILE_CONT with a window-function approximation that selects the value at rank ceil(0.95 * group_count) within the filtered subset where \\\"y\\\" = '0'. Cast \\\"X11\\\" from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22839,"cached_input_tokens":21888,"output_tokens":877}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d04a92799dc2ae38857892c70c5e9338b3cea9ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"y\",\n CAST(\"X11\" AS REAL) AS \"measure\"\n FROM \"n6\"\n WHERE \"y\" = '0'\n AND \"X11\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"y\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"all_groups\".\"y\",\n MAX(\n CASE\n WHEN \"ranked\".\"rn\" = CAST(((95 * \"ranked\".\"cnt\") + 99) / 100 AS INT)\n THEN \"ranked\".\"measure\"\n END\n ) AS \"conditional_percentile\"\nFROM (SELECT DISTINCT \"y\" FROM \"n6\") AS \"all_groups\"\nLEFT JOIN \"ranked\"\n ON \"all_groups\".\"y\" = \"ranked\".\"y\"\nGROUP BY \"all_groups\".\"y\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Used the planned template roles exactly with group_col=\"y\", measure_col=\"X11\", and condition_col=\"y\". Replaced unsupported SQLite PERCENTILE_CONT with a window-function approximation that selects the value at rank ceil(0.95 * group_count) within the filtered subset where \"y\" = '0'. Cast \"X11\" from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2863ed96e497fa952378bbfa3546e6d1d84cf80d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:29.255492Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:18:31.852071Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:54.892453Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4eb10ad0f942ff5ec59bc00acc05d7ab71cce7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X11, condition_col=y. +Result preview: [{"y": "0", "conditional_percentile": 102.0}, {"y": "3", "conditional_percentile": null}, {"y": "2", "conditional_percentile": null}, {"y": "1", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..03ce6e0e7a55e788304406e61c2a2c40e23b81b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_74d83e6e919dc1d9 +-- problem_id: v2p_n6_a936a9d180de3570 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "y", + CAST("X11" AS REAL) AS "measure" + FROM "n6" + WHERE "y" = '0' + AND "X11" IS NOT NULL +), +"ranked" AS ( + SELECT + "y", + "measure", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "filtered" +) +SELECT + "all_groups"."y", + MAX( + CASE + WHEN "ranked"."rn" = CAST(((95 * "ranked"."cnt") + 99) / 100 AS INT) + THEN "ranked"."measure" + END + ) AS "conditional_percentile" +FROM (SELECT DISTINCT "y" FROM "n6") AS "all_groups" +LEFT JOIN "ranked" + ON "all_groups"."y" = "ranked"."y" +GROUP BY "all_groups"."y" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a72531614d066b004cf7158fbe5486a61f4a8c29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"y\",\n CAST(\"X11\" AS REAL) AS \"measure\"\n FROM \"n6\"\n WHERE \"y\" = '0'\n AND \"X11\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"y\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"all_groups\".\"y\",\n MAX(\n CASE\n WHEN \"ranked\".\"rn\" = CAST(((95 * \"ranked\".\"cnt\") + 99) / 100 AS INT)\n THEN \"ranked\".\"measure\"\n END\n ) AS \"conditional_percentile\"\nFROM (SELECT DISTINCT \"y\" FROM \"n6\") AS \"all_groups\"\nLEFT JOIN \"ranked\"\n ON \"all_groups\".\"y\" = \"ranked\".\"y\"\nGROUP BY \"all_groups\".\"y\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X11\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '0'\\n AND \\\"X11\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"all_groups\\\".\\\"y\\\",\\n MAX(\\n CASE\\n WHEN \\\"ranked\\\".\\\"rn\\\" = CAST(((95 * \\\"ranked\\\".\\\"cnt\\\") + 99) / 100 AS INT)\\n THEN \\\"ranked\\\".\\\"measure\\\"\\n END\\n ) AS \\\"conditional_percentile\\\"\\nFROM (SELECT DISTINCT \\\"y\\\" FROM \\\"n6\\\") AS \\\"all_groups\\\"\\nLEFT JOIN \\\"ranked\\\"\\n ON \\\"all_groups\\\".\\\"y\\\" = \\\"ranked\\\".\\\"y\\\"\\nGROUP BY \\\"all_groups\\\".\\\"y\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"y\", \"conditional_percentile\"], \"rows\": [{\"y\": \"0\", \"conditional_percentile\": 102.0}, {\"y\": \"3\", \"conditional_percentile\": null}, {\"y\": \"2\", \"conditional_percentile\": null}, {\"y\": \"1\", \"conditional_percentile\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.48}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4e10a6bb8ab4acf740e1b13fe95d36dd4ec117d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:18:29.042929+00:00", + "ended_at": "2026-05-04T09:18:55.741824+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_74d83e6e919dc1d9", + "problem_id": "v2p_n6_a936a9d180de3570", + "dataset_id": "n6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X11, condition_col=y.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_74d83e6e919dc1d9.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_74d83e6e919dc1d9", + "api_calls": 0, + "input_tokens": 22839, + "cached_input_tokens": 21888, + "output_tokens": 877, + "total_tokens": 23716, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2748, + "estimated_output_tokens": 355, + "estimated_total_tokens": 3103, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26644.13, + "sql_execution_elapsed_ms_total": 16.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_74d83e6e919dc1d9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e3abb52e0d2866c3b556650b962f367b83afe5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_74d83e6e919dc1d9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:55.714891+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26644.13, "started_at": "2026-05-04T09:18:29.046341+00:00", "ended_at": "2026-05-04T09:18:55.690584+00:00", "prompt_metrics": {"chars": 8906, "bytes_utf8": 8906, "lines": 305, "estimated_tokens": 2748}, "response_metrics": {"chars": 1192, "bytes_utf8": 1192, "lines": 1, "estimated_tokens": 355}, "usage": {"input_tokens": 22839, "cached_input_tokens": 21888, "output_tokens": 877}, "stderr_preview": "2026-05-04T09:18:29.255492Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:18:31.852071Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X2", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..079a8320f9bc98178440927da22abe2b713faba2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-caaf-7752-8663-ee59340b7e50"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X2\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the required template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X2\\\". Cast \\\"X2\\\" to REAL because the schema stores numeric-looking feature values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22777,"cached_input_tokens":19840,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cbf99e23b3981efdbf97726fdf6d3a95e0f09dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X2\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the required template with group_col bound to \"y\" and predicate_col bound to \"X2\". Cast \"X2\" to REAL because the schema stores numeric-looking feature values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7f093b8246d6990dea2264b077dfaa1f062d2fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:21.125601Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:23.520084Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:30.921679Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..272f01e5203a6e0ef0f9afca7fa730541081b5fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "0", "support": 761}, {"y": "1", "support": 679}, {"y": "3", "support": 399}, {"y": "2", "support": 221}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb779614d2f04673e0892378968551f46d222239 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_76198524a909d9f8 +-- problem_id: v2p_n6_dab9975cf96e130d +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X2" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a517359f069a2669b4a9933dbaee7c36fe9428b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X2\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X2\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 761}, {\"y\": \"1\", \"support\": 679}, {\"y\": \"3\", \"support\": 399}, {\"y\": \"2\", \"support\": 221}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.01}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..db78113e2372df5f80d49e42dbcbe14be0c22e1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:21:20.909972+00:00", + "ended_at": "2026-05-04T09:21:31.848297+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_76198524a909d9f8", + "problem_id": "v2p_n6_dab9975cf96e130d", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X2", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_76198524a909d9f8.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_76198524a909d9f8", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 22900, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2795, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10898.18, + "sql_execution_elapsed_ms_total": 3.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_76198524a909d9f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32f15eb58cee226a48b2b7d4f7fa8c9135b46bf6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:31.835962+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10898.18, "started_at": "2026-05-04T09:21:20.912744+00:00", "ended_at": "2026-05-04T09:21:31.811497+00:00", "prompt_metrics": {"chars": 8610, "bytes_utf8": 8610, "lines": 302, "estimated_tokens": 2688}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22777, "cached_input_tokens": 19840, "output_tokens": 123}, "stderr_preview": "2026-05-04T09:21:21.125601Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:23.520084Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the required template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X2\\\". Cast \\\"X2\\\" to REAL because the schema stores numeric-looking feature values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cfca186704a91e7e17aed88e5937322d6e6127a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76198524a909d9f8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_76198524a909d9f8", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 22900, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2795, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10898.18, + "sql_execution_elapsed_ms_total": 3.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_76198524a909d9f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b15a7f4d352f277ac155f53ea4a7ce81f0c542b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f11403f2024402ba657d3ffd8e3608a2da8d1d4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_769e695f5f37a979", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 160, + "total_tokens": 22931, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11550.35, + "sql_execution_elapsed_ms_total": 5.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_769e695f5f37a979\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4613358486beb19bc1acd1eb565795dc3b2a4559 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:47:59.900524+00:00", + "ended_at": "2026-05-04T09:48:11.451159+00:00", + "elapsed_ms": 11550.35, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "estimated_tokens": 2682 + }, + "stdout_metrics": { + "chars": 748, + "bytes_utf8": 748, + "lines": 4, + "estimated_tokens": 227 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13182 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 414, + "bytes_utf8": 414, + "lines": 1, + "estimated_tokens": 117 + }, + "usage": { + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 160 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf51626303c08af330733d453097a1be838c2064 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..03f50d709e9dedc7262b826dbd3a80697301ce09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df263-30cf-7643-9f30-17f455399670"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X16\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X16\\\" AS REAL)) > 4.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X16\\\". CAST to REAL was added because the SQLite schema stores \\\"X16\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e759218b53ff526fc568cac1952b105c1f5c930 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X16\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X16\" AS REAL)) > 4.0\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Applied the provided Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X16\". CAST to REAL was added because the SQLite schema stores \"X16\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a919e49ba5cb2ba2d00964fddd0db0a7cac43a7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:48:00.145812Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:48:02.498658Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:48:10.680320Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3910317aaeee63bd4ca28a327372d9a193ce9edf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X16. +Result preview: [{"y": "2", "total_measure": 71.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e405659c77fde661898d61c800cce21da1e340f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_769e695f5f37a979 +-- problem_id: v2p_n6_4dcdd8da74cf7fc5 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X16" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X16" AS REAL)) > 4.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab93947e22dfd8bc4f36b9c54c56ac0933a4de4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X16\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X16\" AS REAL)) > 4.0\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X16\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X16\\\" AS REAL)) > 4.0\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"2\", \"total_measure\": 71.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.33}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3fee9382f91338192a80ff63728a25a92ae0635c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:47:59.896603+00:00", + "ended_at": "2026-05-04T09:48:11.490502+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_769e695f5f37a979", + "problem_id": "v2p_n6_4dcdd8da74cf7fc5", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X16.", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_769e695f5f37a979.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_769e695f5f37a979", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 160, + "total_tokens": 22931, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11550.35, + "sql_execution_elapsed_ms_total": 5.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_769e695f5f37a979\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce5827f5497fa29d5d71b6e8f9b568b9fb87b434 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:48:11.474606+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11550.35, "started_at": "2026-05-04T09:47:59.900524+00:00", "ended_at": "2026-05-04T09:48:11.451159+00:00", "prompt_metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 160}, "stderr_preview": "2026-05-04T09:48:00.145812Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:48:02.498658Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 4.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X16\\\". CAST to REAL was added because the SQLite schema stores \\\"X16\\\" as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5c6ff5d3a3ca0b5291e365bf3ad3a7eccc1b26a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_769e695f5f37a979/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_769e695f5f37a979", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 160, + "total_tokens": 22931, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11550.35, + "sql_execution_elapsed_ms_total": 5.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_769e695f5f37a979\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23a69cfa7c7101fbfe56a03c468bee467ebb484e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8607, "bytes_utf8": 8607, "lines": 298, "estimated_tokens": 2694}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 241}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..75336dad3b6179a03c95baa5d641ba635a7c4db8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_76dd6cbf926ac13c", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 241, + "total_tokens": 23026, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2829, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12914.67, + "sql_execution_elapsed_ms_total": 18.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_76dd6cbf926ac13c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e3c41878fe61a6b93be3167a361396cd387345d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:41:58.994896+00:00", + "ended_at": "2026-05-04T09:42:11.909990+00:00", + "elapsed_ms": 12914.67, + "prompt_metrics": { + "chars": 8607, + "bytes_utf8": 8607, + "lines": 298, + "estimated_tokens": 2694 + }, + "stdout_metrics": { + "chars": 818, + "bytes_utf8": 818, + "lines": 4, + "estimated_tokens": 246 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13226 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 485, + "bytes_utf8": 485, + "lines": 1, + "estimated_tokens": 135 + }, + "usage": { + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 241 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bf2443d716419190a229f92f23e4fbd218ab6b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X13.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X13", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..492cea15e0d68854d769b008e2856d13df4c29f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25d-aee7-7293-86cc-943f3741f894"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"X13\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X13\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X13\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"X13\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"X13\\\" and num_tiles=10. Used CAST(\\\"X13\\\" AS REAL) for numeric ordering because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22785,"cached_input_tokens":21888,"output_tokens":241}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0894ab576af519185cf889912b7d6e491d69571 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"X13\",\n NTILE(10) OVER (ORDER BY CAST(\"X13\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X13\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"X13\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"X13\" and num_tiles=10. Used CAST(\"X13\" AS REAL) for numeric ordering because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d241d5d88b053ab58b7d83916d26b96e87e96993 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:41:59.214355Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:42:01.574397Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:42:11.079417Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4069ba4e3a9bb625b4adae95f60de3d365ebb7d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X13. +Result preview: [{"X13": "296"}, {"X13": "245"}, {"X13": "242"}, {"X13": "222"}, {"X13": "212"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5424c95797df438503b36181c674331431e96a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_76dd6cbf926ac13c +-- problem_id: v2p_n6_26e07141fc9e8f32 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "X13", + NTILE(10) OVER (ORDER BY CAST("X13" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X13" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("X13" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4bd8772d93045ea74a92dc784b7ac06c2fd1fadf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"X13\",\n NTILE(10) OVER (ORDER BY CAST(\"X13\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X13\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"X13\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"X13\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X13\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X13\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"X13\\\" AS REAL) DESC;\", \"columns\": [\"X13\"], \"rows\": [{\"X13\": \"296\"}, {\"X13\": \"245\"}, {\"X13\": \"242\"}, {\"X13\": \"222\"}, {\"X13\": \"212\"}, {\"X13\": \"179\"}, {\"X13\": \"174\"}, {\"X13\": \"169\"}, {\"X13\": \"167\"}, {\"X13\": \"167\"}, {\"X13\": \"164\"}, {\"X13\": \"161\"}, {\"X13\": \"157\"}, {\"X13\": \"153\"}, {\"X13\": \"152\"}, {\"X13\": \"152\"}, {\"X13\": \"151\"}, {\"X13\": \"149\"}, {\"X13\": \"149\"}, {\"X13\": \"146\"}, {\"X13\": \"146\"}, {\"X13\": \"144\"}, {\"X13\": \"139\"}, {\"X13\": \"139\"}, {\"X13\": \"138\"}, {\"X13\": \"138\"}, {\"X13\": \"137\"}, {\"X13\": \"137\"}, {\"X13\": \"135\"}, {\"X13\": \"135\"}, {\"X13\": \"134\"}, {\"X13\": \"134\"}, {\"X13\": \"133\"}, {\"X13\": \"133\"}, {\"X13\": \"132\"}, {\"X13\": \"132\"}, {\"X13\": \"132\"}, {\"X13\": \"129\"}, {\"X13\": \"129\"}, {\"X13\": \"129\"}, {\"X13\": \"128\"}, {\"X13\": \"127\"}, {\"X13\": \"126\"}, {\"X13\": \"124\"}, {\"X13\": \"124\"}, {\"X13\": \"123\"}, {\"X13\": \"122\"}, {\"X13\": \"122\"}, {\"X13\": \"122\"}, {\"X13\": \"121\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.56}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f55fca5fc30eadc00e73dea05a0d331e38e4a797 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:41:58.992653+00:00", + "ended_at": "2026-05-04T09:42:11.955754+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_76dd6cbf926ac13c", + "problem_id": "v2p_n6_26e07141fc9e8f32", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X13.", + "bindings": { + "measure_col": "X13", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_76dd6cbf926ac13c.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_76dd6cbf926ac13c", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 241, + "total_tokens": 23026, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2829, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12914.67, + "sql_execution_elapsed_ms_total": 18.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_76dd6cbf926ac13c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f0fd1a5d4d1ad3fad99db06a7ef8f16a3df496fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:42:11.928480+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12914.67, "started_at": "2026-05-04T09:41:58.994896+00:00", "ended_at": "2026-05-04T09:42:11.909990+00:00", "prompt_metrics": {"chars": 8607, "bytes_utf8": 8607, "lines": 298, "estimated_tokens": 2694}, "response_metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 241}, "stderr_preview": "2026-05-04T09:41:59.214355Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:42:01.574397Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X16.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X16", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f32caa2f30ea8ea1876527303ae9589a064b3df2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25e-4e20-7eb3-b753-6625ac47123c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"X16\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X16\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X16\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"X16\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"X16\\\". Used CAST(\\\"X16\\\" AS REAL) because the SQLite schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22785,"cached_input_tokens":21888,"output_tokens":231}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..588aacc9d1764af5c139989115270789d2e64b9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"X16\",\n NTILE(10) OVER (ORDER BY CAST(\"X16\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X16\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"X16\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"X16\". Used CAST(\"X16\" AS REAL) because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38827b3668e619a193c9e3e4662a8a4d535dd2e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:42:39.954124Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:42:42.344932Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:42:52.051166Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a4becf427152bdac0a32a48a4fb4b8019327f28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X16. +Result preview: [{"X16": "270"}, {"X16": "258"}, {"X16": "233"}, {"X16": "211"}, {"X16": "197"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7fbce8f93af1cee0b9aee1107d460086a9c1a693 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_7850be10d764a808 +-- problem_id: v2p_n6_6a1966558179a2dd +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "X16", + NTILE(10) OVER (ORDER BY CAST("X16" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X16" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("X16" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eff9e41d8754d50de8698b928e1850f9183a7183 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"X16\",\n NTILE(10) OVER (ORDER BY CAST(\"X16\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X16\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"X16\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"X16\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X16\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X16\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"X16\\\" AS REAL) DESC;\", \"columns\": [\"X16\"], \"rows\": [{\"X16\": \"270\"}, {\"X16\": \"258\"}, {\"X16\": \"233\"}, {\"X16\": \"211\"}, {\"X16\": \"197\"}, {\"X16\": \"196\"}, {\"X16\": \"194\"}, {\"X16\": \"185\"}, {\"X16\": \"174\"}, {\"X16\": \"168\"}, {\"X16\": \"165\"}, {\"X16\": \"163\"}, {\"X16\": \"163\"}, {\"X16\": \"161\"}, {\"X16\": \"160\"}, {\"X16\": \"160\"}, {\"X16\": \"159\"}, {\"X16\": \"154\"}, {\"X16\": \"153\"}, {\"X16\": \"153\"}, {\"X16\": \"152\"}, {\"X16\": \"150\"}, {\"X16\": \"147\"}, {\"X16\": \"146\"}, {\"X16\": \"146\"}, {\"X16\": \"146\"}, {\"X16\": \"145\"}, {\"X16\": \"141\"}, {\"X16\": \"141\"}, {\"X16\": \"139\"}, {\"X16\": \"138\"}, {\"X16\": \"137\"}, {\"X16\": \"137\"}, {\"X16\": \"137\"}, {\"X16\": \"136\"}, {\"X16\": \"135\"}, {\"X16\": \"135\"}, {\"X16\": \"135\"}, {\"X16\": \"135\"}, {\"X16\": \"135\"}, {\"X16\": \"134\"}, {\"X16\": \"134\"}, {\"X16\": \"134\"}, {\"X16\": \"133\"}, {\"X16\": \"133\"}, {\"X16\": \"132\"}, {\"X16\": \"131\"}, {\"X16\": \"130\"}, {\"X16\": \"129\"}, {\"X16\": \"129\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 21.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..83569f636669ead031db86a4cc58d37157288289 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:42:39.754234+00:00", + "ended_at": "2026-05-04T09:42:52.585103+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_7850be10d764a808", + "problem_id": "v2p_n6_6a1966558179a2dd", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X16.", + "bindings": { + "measure_col": "X16", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_7850be10d764a808.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_7850be10d764a808", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 231, + "total_tokens": 23016, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2822, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12776.01, + "sql_execution_elapsed_ms_total": 21.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_7850be10d764a808\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5e4d624be24b314c66dbae8479398982de3c2a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7850be10d764a808/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:42:52.554532+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12776.01, "started_at": "2026-05-04T09:42:39.757310+00:00", "ended_at": "2026-05-04T09:42:52.531905+00:00", "prompt_metrics": {"chars": 8605, "bytes_utf8": 8605, "lines": 298, "estimated_tokens": 2694}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 231}, "stderr_preview": "2026-05-04T09:42:39.954124Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:42:42.344932Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe7671c9b06c7a9f2194401e828c6186cfc8bfeb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-9f56-75f1-a355-0a404c6dbefd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X5\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the planned Filtered Top-k Group Count template with group_col=\\\"y\\\" and predicate_col=\\\"X5\\\". CAST(\\\"X5\\\" AS REAL) is applied because the schema stores numeric-looking feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22777,"cached_input_tokens":21888,"output_tokens":156}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12e2900797ed9439020ff891de8092c5c658a382 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X5\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the planned Filtered Top-k Group Count template with group_col=\"y\" and predicate_col=\"X5\". CAST(\"X5\" AS REAL) is applied because the schema stores numeric-looking feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..617420d805038fe46699f4f837290c2abb339338 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:10.034595Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:12.313419Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:20.119090Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..47686f59fdd361e029f4be221fd858dd04e8b9e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "0", "support": 754}, {"y": "1", "support": 648}, {"y": "3", "support": 409}, {"y": "2", "support": 287}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..83ab2f4f19599f55631f6d0c0611c5f3c692a774 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_78eef974706a8e83 +-- problem_id: v2p_n6_c41a7c53f15993ba +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X5" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2fdb94362465f14211ed2f080b32ddcbf089b55c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X5\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X5\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 754}, {\"y\": \"1\", \"support\": 648}, {\"y\": \"3\", \"support\": 409}, {\"y\": \"2\", \"support\": 287}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2cb07c0e321d89697df7c4c6be2725cce8b1c700 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:21:09.831112+00:00", + "ended_at": "2026-05-04T09:21:20.907661+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_78eef974706a8e83", + "problem_id": "v2p_n6_c41a7c53f15993ba", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_78eef974706a8e83.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_78eef974706a8e83", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22933, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2798, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11039.25, + "sql_execution_elapsed_ms_total": 3.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_78eef974706a8e83\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..13f15f1ad469cf715d495cac33ad45d07ff2a8ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:20.896008+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11039.25, "started_at": "2026-05-04T09:21:09.833847+00:00", "ended_at": "2026-05-04T09:21:20.872978+00:00", "prompt_metrics": {"chars": 8612, "bytes_utf8": 8612, "lines": 302, "estimated_tokens": 2688}, "response_metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22777, "cached_input_tokens": 21888, "output_tokens": 156}, "stderr_preview": "2026-05-04T09:21:10.034595Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:12.313419Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the planned Filtered Top-k Group Count template with group_col=\\\"y\\\" and predicate_col=\\\"X5\\\". CAST(\\\"X5\\\" AS REAL) is applied because the schema stores numeric-looking feature values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e0f88aedd61bb739db5d0bfe7052b8603be089cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_78eef974706a8e83/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_78eef974706a8e83", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22933, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2798, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11039.25, + "sql_execution_elapsed_ms_total": 3.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_78eef974706a8e83\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66d9fee83cc7529e00fe5037eb7b037e46d58582 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8603, "bytes_utf8": 8603, "lines": 298, "estimated_tokens": 2694}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 310}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f1e47c5708cbd14a11855f931d77eeb47f5b7fa3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_794c56f03c3b483a", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 310, + "total_tokens": 23095, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 153, + "estimated_total_tokens": 2847, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15156.37, + "sql_execution_elapsed_ms_total": 18.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_794c56f03c3b483a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ec23a443dee3c955213d8475d348a89dc92fabae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:43:37.127418+00:00", + "ended_at": "2026-05-04T09:43:52.284232+00:00", + "elapsed_ms": 15156.37, + "prompt_metrics": { + "chars": 8603, + "bytes_utf8": 8603, + "lines": 298, + "estimated_tokens": 2694 + }, + "stdout_metrics": { + "chars": 872, + "bytes_utf8": 872, + "lines": 4, + "estimated_tokens": 278 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13249 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 518, + "bytes_utf8": 518, + "lines": 1, + "estimated_tokens": 153 + }, + "usage": { + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 310 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15ddefbce635150ce0e07200b8e629adf74b533b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X4.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X4", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0fb747d2bacabf96fc3cf5b5f820c90c704e5c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25f-2e87-79e2-829b-97cac7fd69f0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"X4\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X4\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X4\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"X4\\\" AS REAL) DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"X4\\\" and num_tiles=10. CAST(\\\"X4\\\" AS REAL) is applied for correct numeric ordering because the SQLite schema stores \\\"X4\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22785,"cached_input_tokens":21888,"output_tokens":310}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5ede5a69a4b9567f17853a4ae04d52fdb7a0ba0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"X4\",\n NTILE(10) OVER (ORDER BY CAST(\"X4\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n6\"\n)\nSELECT \"X4\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"X4\" AS REAL) DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"X4\" and num_tiles=10. CAST(\"X4\" AS REAL) is applied for correct numeric ordering because the SQLite schema stores \"X4\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2c1d3234222be4e629fd20f368e772bd5e22c0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:43:37.413436Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:43:40.603125Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:43:51.663108Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3a1ee701225b0aa9f9ebd19a244826938b31c7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X4. +Result preview: [{"X4": "246"}, {"X4": "222"}, {"X4": "209"}, {"X4": "193"}, {"X4": "192"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f9d0a1dffa5a2d75a1fa811138284506c527d53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_794c56f03c3b483a +-- problem_id: v2p_n6_0ed3d1899d99376c +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "X4", + NTILE(10) OVER (ORDER BY CAST("X4" AS REAL) DESC) AS "tail_bucket" + FROM "n6" +) +SELECT "X4" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("X4" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd42b8fae1519fe3d3c888561406696d4c2acaee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"X4\",\n NTILE(10) OVER (ORDER BY CAST(\"X4\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n6\"\n)\nSELECT \"X4\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"X4\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"X4\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X4\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X4\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"X4\\\" AS REAL) DESC;\", \"columns\": [\"X4\"], \"rows\": [{\"X4\": \"246\"}, {\"X4\": \"222\"}, {\"X4\": \"209\"}, {\"X4\": \"193\"}, {\"X4\": \"192\"}, {\"X4\": \"176\"}, {\"X4\": \"176\"}, {\"X4\": \"174\"}, {\"X4\": \"171\"}, {\"X4\": \"170\"}, {\"X4\": \"169\"}, {\"X4\": \"166\"}, {\"X4\": \"164\"}, {\"X4\": \"163\"}, {\"X4\": \"161\"}, {\"X4\": \"158\"}, {\"X4\": \"157\"}, {\"X4\": \"156\"}, {\"X4\": \"155\"}, {\"X4\": \"154\"}, {\"X4\": \"153\"}, {\"X4\": \"152\"}, {\"X4\": \"151\"}, {\"X4\": \"151\"}, {\"X4\": \"149\"}, {\"X4\": \"148\"}, {\"X4\": \"145\"}, {\"X4\": \"145\"}, {\"X4\": \"143\"}, {\"X4\": \"143\"}, {\"X4\": \"142\"}, {\"X4\": \"141\"}, {\"X4\": \"139\"}, {\"X4\": \"134\"}, {\"X4\": \"133\"}, {\"X4\": \"133\"}, {\"X4\": \"132\"}, {\"X4\": \"131\"}, {\"X4\": \"131\"}, {\"X4\": \"130\"}, {\"X4\": \"130\"}, {\"X4\": \"129\"}, {\"X4\": \"129\"}, {\"X4\": \"129\"}, {\"X4\": \"128\"}, {\"X4\": \"128\"}, {\"X4\": \"126\"}, {\"X4\": \"125\"}, {\"X4\": \"124\"}, {\"X4\": \"124\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.92}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0e990a1f0c2ad3eb6976ee95fa684b13c7c221f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:43:37.123065+00:00", + "ended_at": "2026-05-04T09:43:52.330927+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_794c56f03c3b483a", + "problem_id": "v2p_n6_0ed3d1899d99376c", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X4.", + "bindings": { + "measure_col": "X4", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_794c56f03c3b483a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_794c56f03c3b483a", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 310, + "total_tokens": 23095, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 153, + "estimated_total_tokens": 2847, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15156.37, + "sql_execution_elapsed_ms_total": 18.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_794c56f03c3b483a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f777256bcaef024b87e4827c4378decfd9a907b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_794c56f03c3b483a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:43:52.302589+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15156.37, "started_at": "2026-05-04T09:43:37.127418+00:00", "ended_at": "2026-05-04T09:43:52.284232+00:00", "prompt_metrics": {"chars": 8603, "bytes_utf8": 8603, "lines": 298, "estimated_tokens": 2694}, "response_metrics": {"chars": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 310}, "stderr_preview": "2026-05-04T09:43:37.413436Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:43:40.603125Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "predicate_col": "X12", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d39070fd055d0647fff2d6d9d736ac926d83322d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-cbc3-7ea3-80cf-57c9bf6435b4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X12\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X12\\\" AS REAL) >= 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings group_col=\\\"y\\\", measure_col=\\\"X12\\\", predicate_col=\\\"X12\\\", predicate_op=\\\">=\\\", predicate_value=7.0, and top_k=15. CAST to REAL is applied because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":21888,"output_tokens":197}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d663accdfe3b7f955e0bbee5a38888ce446c627a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X12\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X12\" AS REAL) >= 7.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the provided Top-k Group Sum with Filter template with fixed bindings group_col=\"y\", measure_col=\"X12\", predicate_col=\"X12\", predicate_op=\">=\", predicate_value=7.0, and top_k=15. CAST to REAL is applied because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ed4cf09624426d54a40334adfa0eb241a002ff0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:29:00.172421Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:29:02.576885Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:29:11.299180Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0e63374f5265b51d47db7bc530cb8300b153abb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X12. +Result preview: [{"y": "0", "total_measure": 41574.0}, {"y": "1", "total_measure": 8826.0}, {"y": "3", "total_measure": 7562.0}, {"y": "2", "total_measure": 2364.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d71740877db51d78dc530165e7d274c886f3246 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_7a0d007fd46d9373 +-- problem_id: v2p_n6_393f7c1caf1b5555 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X12" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X12" AS REAL) >= 7.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c1a13d8917ca5310f378e627b0a1e38690a5ba3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X12\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X12\" AS REAL) >= 7.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X12\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X12\\\" AS REAL) >= 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 41574.0}, {\"y\": \"1\", \"total_measure\": 8826.0}, {\"y\": \"3\", \"total_measure\": 7562.0}, {\"y\": \"2\", \"total_measure\": 2364.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.94}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e5ad241ec995561f1ed3f54b5e44389946015583 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:28:59.931620+00:00", + "ended_at": "2026-05-04T09:29:12.079068+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_7a0d007fd46d9373", + "problem_id": "v2p_n6_393f7c1caf1b5555", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X12.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "predicate_col": "X12", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_7a0d007fd46d9373.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_7a0d007fd46d9373", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 197, + "total_tokens": 23005, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12109.72, + "sql_execution_elapsed_ms_total": 3.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_7a0d007fd46d9373\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a587b9e8728183901c45951976573b28e2277a7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:29:12.065191+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12109.72, "started_at": "2026-05-04T09:28:59.934307+00:00", "ended_at": "2026-05-04T09:29:12.044244+00:00", "prompt_metrics": {"chars": 8697, "bytes_utf8": 8697, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 22808, "cached_input_tokens": 21888, "output_tokens": 197}, "stderr_preview": "2026-05-04T09:29:00.172421Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:29:02.576885Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings group_col=\\\"y\\\", measure_col=\\\"X12\\\", predicate_col=\\\"X12\\\", predicate_op=\\\">=\\\", predicate_value=7.0, and top_k=15. CAST to REAL is applied because the schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a680839811589b9c892802a292f6b87c7b1f2561 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a0d007fd46d9373/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_7a0d007fd46d9373", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 197, + "total_tokens": 23005, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12109.72, + "sql_execution_elapsed_ms_total": 3.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_7a0d007fd46d9373\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4b80c623203650af5ffc73762c15f73df0ba756 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X5": "-5", "support": 237, "avg_response": -1.5780590717299579}, {"X5": "-3", "support": 235, "avg_response": -1.3787234042553191}, {"X5": "-1", "support": 222, "avg_response": -1.2207207207207207}, {"X5": "1", "support": 220, "avg_response": 0.02727272727272727}, {"X5": "7", "support": 219, "avg_response": -0.589041095890411}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4c9213ba926e380f95c7d693ba5d1b5153a7cc1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_7a3926cdf2d7ab4b +-- problem_id: v2p_n6_3f2822dffce68c87 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X5", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5992bd8d6eb4c5e6c75a019b2956638618947431 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_7a3926cdf2d7ab4b\n-- problem_id: v2p_n6_3f2822dffce68c87\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X5\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_7a3926cdf2d7ab4b\\n-- problem_id: v2p_n6_3f2822dffce68c87\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X5\", \"support\", \"avg_response\"], \"rows\": [{\"X5\": \"-5\", \"support\": 237, \"avg_response\": -1.5780590717299579}, {\"X5\": \"-3\", \"support\": 235, \"avg_response\": -1.3787234042553191}, {\"X5\": \"-1\", \"support\": 222, \"avg_response\": -1.2207207207207207}, {\"X5\": \"1\", \"support\": 220, \"avg_response\": 0.02727272727272727}, {\"X5\": \"7\", \"support\": 219, \"avg_response\": -0.589041095890411}, {\"X5\": \"2\", \"support\": 218, \"avg_response\": 0.6284403669724771}, {\"X5\": \"-4\", \"support\": 215, \"avg_response\": 0.15348837209302327}, {\"X5\": \"-7\", \"support\": 212, \"avg_response\": -2.1367924528301887}, {\"X5\": \"-6\", \"support\": 207, \"avg_response\": -1.7922705314009661}, {\"X5\": \"6\", \"support\": 202, \"avg_response\": -2.3217821782178216}, {\"X5\": \"-8\", \"support\": 201, \"avg_response\": -2.36318407960199}, {\"X5\": \"-2\", \"support\": 199, \"avg_response\": -1.271356783919598}, {\"X5\": \"4\", \"support\": 196, \"avg_response\": 0.17857142857142858}, {\"X5\": \"3\", \"support\": 194, \"avg_response\": -1.0}, {\"X5\": \"5\", \"support\": 189, \"avg_response\": -0.3333333333333333}, {\"X5\": \"-9\", \"support\": 184, \"avg_response\": -2.2119565217391304}, {\"X5\": \"0\", \"support\": 160, \"avg_response\": -0.13125}, {\"X5\": \"9\", \"support\": 159, \"avg_response\": 1.8238993710691824}, {\"X5\": \"8\", \"support\": 157, \"avg_response\": 0.14012738853503184}, {\"X5\": \"-10\", \"support\": 133, \"avg_response\": -0.7669172932330827}, {\"X5\": \"11\", \"support\": 128, \"avg_response\": 1.09375}, {\"X5\": \"-11\", \"support\": 128, \"avg_response\": -3.75}, {\"X5\": \"10\", \"support\": 120, \"avg_response\": 0.9416666666666667}, {\"X5\": \"-13\", \"support\": 106, \"avg_response\": -2.2358490566037736}, {\"X5\": \"-12\", \"support\": 99, \"avg_response\": 1.606060606060606}, {\"X5\": \"13\", \"support\": 96, \"avg_response\": 1.7604166666666667}, {\"X5\": \"12\", \"support\": 90, \"avg_response\": 4.155555555555556}, {\"X5\": \"-14\", \"support\": 90, \"avg_response\": -1.4777777777777779}, {\"X5\": \"14\", \"support\": 87, \"avg_response\": 4.2988505747126435}, {\"X5\": \"17\", \"support\": 80, \"avg_response\": 6.25}, {\"X5\": \"-15\", \"support\": 77, \"avg_response\": -5.974025974025974}, {\"X5\": \"18\", \"support\": 75, \"avg_response\": 8.066666666666666}, {\"X5\": \"16\", \"support\": 70, \"avg_response\": 5.285714285714286}, {\"X5\": \"-16\", \"support\": 67, \"avg_response\": -4.029850746268656}, {\"X5\": \"-17\", \"support\": 65, \"avg_response\": -0.12307692307692308}, {\"X5\": \"22\", \"support\": 62, \"avg_response\": 6.17741935483871}, {\"X5\": \"19\", \"support\": 61, \"avg_response\": 6.295081967213115}, {\"X5\": \"21\", \"support\": 56, \"avg_response\": 8.589285714285714}, {\"X5\": \"15\", \"support\": 54, \"avg_response\": 5.5}, {\"X5\": \"-18\", \"support\": 51, \"avg_response\": -1.2156862745098038}, {\"X5\": \"20\", \"support\": 49, \"avg_response\": 6.6938775510204085}, {\"X5\": \"23\", \"support\": 49, \"avg_response\": 4.285714285714286}, {\"X5\": \"-19\", \"support\": 47, \"avg_response\": -6.872340425531915}, {\"X5\": \"24\", \"support\": 46, \"avg_response\": -0.9130434782608695}, {\"X5\": \"-20\", \"support\": 43, \"avg_response\": -4.906976744186046}, {\"X5\": \"27\", \"support\": 42, \"avg_response\": 2.9285714285714284}, {\"X5\": \"-25\", \"support\": 41, \"avg_response\": 3.317073170731707}, {\"X5\": \"-26\", \"support\": 36, \"avg_response\": -14.277777777777779}, {\"X5\": \"31\", \"support\": 34, \"avg_response\": 4.0}, {\"X5\": \"30\", \"support\": 34, \"avg_response\": 3.088235294117647}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.78}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b55e5df96be7288cbd2b69cabefdefb25d610f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.091289+00:00", + "ended_at": "2026-05-04T09:50:30.101491+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_7a3926cdf2d7ab4b", + "problem_id": "v2p_n6_3f2822dffce68c87", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X5.", + "bindings": { + "key_col": "X5", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=15", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 15, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_7a3926cdf2d7ab4b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d2e0727d01b2bbc5d5c8a78b6ea95db3c7e306b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8685, "bytes_utf8": 8685, "lines": 298, "estimated_tokens": 2726}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 736, "bytes_utf8": 736, "lines": 1, "estimated_tokens": 228}, "usage": {"input_tokens": 22817, "cached_input_tokens": 21888, "output_tokens": 324}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eb9711a205126903cc0eb732b94ce02fb93657b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_7ab50f4060b85f52", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 324, + "total_tokens": 23141, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 228, + "estimated_total_tokens": 2954, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14459.36, + "sql_execution_elapsed_ms_total": 42.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_7ab50f4060b85f52\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bfad6f95288be4ac5ce7657bfb49f2debfc03363 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:49:59.337346+00:00", + "ended_at": "2026-05-04T09:50:13.796518+00:00", + "elapsed_ms": 14459.36, + "prompt_metrics": { + "chars": 8685, + "bytes_utf8": 8685, + "lines": 298, + "estimated_tokens": 2726 + }, + "stdout_metrics": { + "chars": 1085, + "bytes_utf8": 1085, + "lines": 4, + "estimated_tokens": 353 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13205 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 736, + "bytes_utf8": 736, + "lines": 1, + "estimated_tokens": 228 + }, + "usage": { + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 324 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd465d2ab4057dd1e3e68406a37359ab11b2a848 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X10.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "X10", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c5da1a84df00291f4a39cad3a2e9e3551f931d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df265-0360-70d1-93d3-3bdc4c423154"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH scored AS (\\n SELECT\\n *,\\n (CAST(\\\"X10\\\" AS REAL) - AVG(CAST(\\\"X10\\\" AS REAL)) OVER ()) /\\n NULLIF(\\n SQRT(\\n AVG(CAST(\\\"X10\\\" AS REAL) * CAST(\\\"X10\\\" AS REAL)) OVER () -\\n AVG(CAST(\\\"X10\\\" AS REAL)) OVER () * AVG(CAST(\\\"X10\\\" AS REAL)) OVER ()\\n ),\\n 0\\n ) AS z_score\\n FROM \\\"n6\\\"\\n)\\nSELECT *\\nFROM scored\\nWHERE ABS(z_score) > 2.0\\nORDER BY CAST(\\\"X10\\\" AS REAL) DESC;\",\"notes\":\"Adapted the planned z-score template for SQLite by replacing unsupported STDDEV with a window-based standard deviation formula using SQRT(AVG(x*x) - AVG(x)^2). CAST(\\\"X10\\\" AS REAL) is used because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22817,"cached_input_tokens":21888,"output_tokens":324}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2beaf9a300e34fa5452ad7a5a47b4cc6780195d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH scored AS (\n SELECT\n *,\n (CAST(\"X10\" AS REAL) - AVG(CAST(\"X10\" AS REAL)) OVER ()) /\n NULLIF(\n SQRT(\n AVG(CAST(\"X10\" AS REAL) * CAST(\"X10\" AS REAL)) OVER () -\n AVG(CAST(\"X10\" AS REAL)) OVER () * AVG(CAST(\"X10\" AS REAL)) OVER ()\n ),\n 0\n ) AS z_score\n FROM \"n6\"\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > 2.0\nORDER BY CAST(\"X10\" AS REAL) DESC;","notes":"Adapted the planned z-score template for SQLite by replacing unsupported STDDEV with a window-based standard deviation formula using SQRT(AVG(x*x) - AVG(x)^2). CAST(\"X10\" AS REAL) is used because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae4bc9e56cc360d029d96edc375813bcdd4ef657 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:49:59.628994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:50:01.988926Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:50:13.182678Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f44a16b62a526eeda19fae257a98d33fd9fe610 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X10. +Result preview: [{"X1": "-47", "X2": "-39", "X3": "-27", "X4": "11", "X5": "59", "X6": "132", "X7": "215", "X8": "271", "X9": "280", "X10": "251", "X11": "196", "X12": "122", "X13": "27", "X14": "-76", "X15": "-177", "X16": "-217", "y": "0", "z_score": 6.75472843026587}, {"X1": "38", "X2": "18", "X3": "3", "X4": "-10", "X5": "-14", "X6": "-5", "X7": "45", "X8": "109", "X9": "178", "X10": "227", "X11": "251", "X12": "245", "X13": "179", "X14": "74", "X15": "-37", "X16": "-127", "y": "0", "z_score": 6.115381990987862}, {"X1": "-262", "X2": "-200", "X3": "-120", "X4": "-81", "X5": "-57", "X6": "10", "X7": "92", "X8": "157", "X9": "225", "X10": "221", "X11": "160", "X12": "88", "X13": "35", "X14": "2", "X15": "-81", "X16": "-118", "y": "0", "z_score": 5.955545381168359}, {"X1": "-217", "X2": "-250", "X3": "-250", "X4": "-213", "X5": "-144", "X6": "-55", "X7": "32", "X8": "110", "X9": "170", "X10": "220", "X11": "262", "X12": "274", "X13": "242", "X14": "187", "X15": "125", "X16": "74", "y": "0", "z_score": 5.928905946198443}, {"X1": "-129", "X2": "-101", "X3": "-43", "X4": "14", "X5": "63", "X6": "108", "X7": "153", "X8": "185", "X9": "208", "X10": "216", "X11": "203", "X12": "177", "X13": "132", "X14": "69", "X15": "-10", "X16": "-92", "y": "0", "z_score": 5.822348206318774}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e85f5338a67e43bb9d64d8f9319dbaad91f594a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/generated_sql.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n6_7ab50f4060b85f52 +-- problem_id: v2p_n6_cffc08ab38328747 +-- realization_mode: agent +-- source_kind: agent +WITH scored AS ( + SELECT + *, + (CAST("X10" AS REAL) - AVG(CAST("X10" AS REAL)) OVER ()) / + NULLIF( + SQRT( + AVG(CAST("X10" AS REAL) * CAST("X10" AS REAL)) OVER () - + AVG(CAST("X10" AS REAL)) OVER () * AVG(CAST("X10" AS REAL)) OVER () + ), + 0 + ) AS z_score + FROM "n6" +) +SELECT * +FROM scored +WHERE ABS(z_score) > 2.0 +ORDER BY CAST("X10" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1f91351832b4911ce5f534234301667f38af6d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH scored AS (\n SELECT\n *,\n (CAST(\"X10\" AS REAL) - AVG(CAST(\"X10\" AS REAL)) OVER ()) /\n NULLIF(\n SQRT(\n AVG(CAST(\"X10\" AS REAL) * CAST(\"X10\" AS REAL)) OVER () -\n AVG(CAST(\"X10\" AS REAL)) OVER () * AVG(CAST(\"X10\" AS REAL)) OVER ()\n ),\n 0\n ) AS z_score\n FROM \"n6\"\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > 2.0\nORDER BY CAST(\"X10\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH scored AS (\\n SELECT\\n *,\\n (CAST(\\\"X10\\\" AS REAL) - AVG(CAST(\\\"X10\\\" AS REAL)) OVER ()) /\\n NULLIF(\\n SQRT(\\n AVG(CAST(\\\"X10\\\" AS REAL) * CAST(\\\"X10\\\" AS REAL)) OVER () -\\n AVG(CAST(\\\"X10\\\" AS REAL)) OVER () * AVG(CAST(\\\"X10\\\" AS REAL)) OVER ()\\n ),\\n 0\\n ) AS z_score\\n FROM \\\"n6\\\"\\n)\\nSELECT *\\nFROM scored\\nWHERE ABS(z_score) > 2.0\\nORDER BY CAST(\\\"X10\\\" AS REAL) DESC;\", \"columns\": [\"X1\", \"X2\", \"X3\", \"X4\", \"X5\", \"X6\", \"X7\", \"X8\", \"X9\", \"X10\", \"X11\", \"X12\", \"X13\", \"X14\", \"X15\", \"X16\", \"y\", \"z_score\"], \"rows\": [{\"X1\": \"-47\", \"X2\": \"-39\", \"X3\": \"-27\", \"X4\": \"11\", \"X5\": \"59\", \"X6\": \"132\", \"X7\": \"215\", \"X8\": \"271\", \"X9\": \"280\", \"X10\": \"251\", \"X11\": \"196\", \"X12\": \"122\", \"X13\": \"27\", \"X14\": \"-76\", \"X15\": \"-177\", \"X16\": \"-217\", \"y\": \"0\", \"z_score\": 6.75472843026587}, {\"X1\": \"38\", \"X2\": \"18\", \"X3\": \"3\", \"X4\": \"-10\", \"X5\": \"-14\", \"X6\": \"-5\", \"X7\": \"45\", \"X8\": \"109\", \"X9\": \"178\", \"X10\": \"227\", \"X11\": \"251\", \"X12\": \"245\", \"X13\": \"179\", \"X14\": \"74\", \"X15\": \"-37\", \"X16\": \"-127\", \"y\": \"0\", \"z_score\": 6.115381990987862}, {\"X1\": \"-262\", \"X2\": \"-200\", \"X3\": \"-120\", \"X4\": \"-81\", \"X5\": \"-57\", \"X6\": \"10\", \"X7\": \"92\", \"X8\": \"157\", \"X9\": \"225\", \"X10\": \"221\", \"X11\": \"160\", \"X12\": \"88\", \"X13\": \"35\", \"X14\": \"2\", \"X15\": \"-81\", \"X16\": \"-118\", \"y\": \"0\", \"z_score\": 5.955545381168359}, {\"X1\": \"-217\", \"X2\": \"-250\", \"X3\": \"-250\", \"X4\": \"-213\", \"X5\": \"-144\", \"X6\": \"-55\", \"X7\": \"32\", \"X8\": \"110\", \"X9\": \"170\", \"X10\": \"220\", \"X11\": \"262\", \"X12\": \"274\", \"X13\": \"242\", \"X14\": \"187\", \"X15\": \"125\", \"X16\": \"74\", \"y\": \"0\", \"z_score\": 5.928905946198443}, {\"X1\": \"-129\", \"X2\": \"-101\", \"X3\": \"-43\", \"X4\": \"14\", \"X5\": \"63\", \"X6\": \"108\", \"X7\": \"153\", \"X8\": \"185\", \"X9\": \"208\", \"X10\": \"216\", \"X11\": \"203\", \"X12\": \"177\", \"X13\": \"132\", \"X14\": \"69\", \"X15\": \"-10\", \"X16\": \"-92\", \"y\": \"0\", \"z_score\": 5.822348206318774}, {\"X1\": \"2\", \"X2\": \"2\", \"X3\": \"25\", \"X4\": \"44\", \"X5\": \"43\", \"X6\": \"37\", \"X7\": \"70\", \"X8\": \"101\", \"X9\": \"139\", \"X10\": \"184\", \"X11\": \"252\", \"X12\": \"283\", \"X13\": \"296\", \"X14\": \"291\", \"X15\": \"235\", \"X16\": \"129\", \"y\": \"0\", \"z_score\": 4.96988628728143}, {\"X1\": \"-3\", \"X2\": \"28\", \"X3\": \"27\", \"X4\": \"15\", \"X5\": \"1\", \"X6\": \"-3\", \"X7\": \"24\", \"X8\": \"64\", \"X9\": \"102\", \"X10\": \"183\", \"X11\": \"199\", \"X12\": \"164\", \"X13\": \"139\", \"X14\": \"58\", \"X15\": \"35\", \"X16\": \"11\", \"y\": \"0\", \"z_score\": 4.943246852311513}, {\"X1\": \"-15\", \"X2\": \"-12\", \"X3\": \"-27\", \"X4\": \"-50\", \"X5\": \"-39\", \"X6\": \"-2\", \"X7\": \"90\", \"X8\": \"151\", \"X9\": \"182\", \"X10\": \"181\", \"X11\": \"143\", \"X12\": \"65\", \"X13\": \"14\", \"X14\": \"10\", \"X15\": \"33\", \"X16\": \"43\", \"y\": \"0\", \"z_score\": 4.889967982371679}, {\"X1\": \"-64\", \"X2\": \"-59\", \"X3\": \"-40\", \"X4\": \"-20\", \"X5\": \"-5\", \"X6\": \"31\", \"X7\": \"62\", \"X8\": \"89\", \"X9\": \"143\", \"X10\": \"180\", \"X11\": \"167\", \"X12\": \"118\", \"X13\": \"71\", \"X14\": \"9\", \"X15\": \"-27\", \"X16\": \"-24\", \"y\": \"0\", \"z_score\": 4.863328547401762}, {\"X1\": \"-111\", \"X2\": \"-103\", \"X3\": \"-88\", \"X4\": \"-67\", \"X5\": \"-37\", \"X6\": \"14\", \"X7\": \"68\", \"X8\": \"125\", \"X9\": \"170\", \"X10\": \"178\", \"X11\": \"138\", \"X12\": \"56\", \"X13\": \"-30\", \"X14\": \"-103\", \"X15\": \"-149\", \"X16\": \"-168\", \"y\": \"0\", \"z_score\": 4.810049677461928}, {\"X1\": \"49\", \"X2\": \"52\", \"X3\": \"72\", \"X4\": \"89\", \"X5\": \"103\", \"X6\": \"136\", \"X7\": \"173\", \"X8\": \"204\", \"X9\": \"203\", \"X10\": \"178\", \"X11\": \"129\", \"X12\": \"82\", \"X13\": \"58\", \"X14\": \"54\", \"X15\": \"56\", \"X16\": \"54\", \"y\": \"0\", \"z_score\": 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\"0\", \"z_score\": 3.5846356688457455}, {\"X1\": \"119\", \"X2\": \"92\", \"X3\": \"69\", \"X4\": \"84\", \"X5\": \"96\", \"X6\": \"99\", \"X7\": \"102\", \"X8\": \"128\", \"X9\": \"134\", \"X10\": \"131\", \"X11\": \"126\", \"X12\": \"93\", \"X13\": \"28\", \"X14\": \"-6\", \"X15\": \"1\", \"X16\": \"-28\", \"y\": \"0\", \"z_score\": 3.557996233875828}, {\"X1\": \"-120\", \"X2\": \"-144\", \"X3\": \"-143\", \"X4\": \"-127\", \"X5\": \"-101\", \"X6\": \"-65\", \"X7\": \"-16\", \"X8\": \"29\", \"X9\": \"76\", \"X10\": \"131\", \"X11\": \"178\", \"X12\": \"186\", \"X13\": \"152\", \"X14\": \"89\", \"X15\": \"20\", \"X16\": \"-31\", \"y\": \"0\", \"z_score\": 3.557996233875828}, {\"X1\": \"-118\", \"X2\": \"-100\", \"X3\": \"-74\", \"X4\": \"-31\", \"X5\": \"12\", \"X6\": \"64\", \"X7\": \"106\", \"X8\": \"125\", \"X9\": \"136\", \"X10\": \"129\", \"X11\": \"107\", \"X12\": \"66\", \"X13\": \"20\", \"X14\": \"-41\", \"X15\": \"-91\", \"X16\": \"-132\", \"y\": \"0\", \"z_score\": 3.5047173639359945}, {\"X1\": \"130\", \"X2\": \"170\", \"X3\": \"136\", \"X4\": \"67\", \"X5\": \"63\", \"X6\": \"75\", \"X7\": \"62\", \"X8\": \"71\", \"X9\": \"113\", \"X10\": \"129\", \"X11\": \"147\", \"X12\": \"167\", \"X13\": \"167\", \"X14\": \"173\", \"X15\": \"174\", \"X16\": \"134\", \"y\": \"0\", \"z_score\": 3.5047173639359945}, {\"X1\": \"-46\", \"X2\": \"-76\", \"X3\": \"-64\", \"X4\": \"-72\", \"X5\": \"-72\", \"X6\": \"-61\", \"X7\": \"-14\", \"X8\": \"29\", \"X9\": \"70\", \"X10\": \"128\", \"X11\": \"131\", \"X12\": \"118\", \"X13\": \"81\", \"X14\": \"50\", \"X15\": \"-6\", \"X16\": \"-34\", \"y\": \"0\", \"z_score\": 3.4780779289660773}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 42.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de4f95dad8058381a74cf89e6b5d39c4ebd249c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:49:59.333871+00:00", + "ended_at": "2026-05-04T09:50:13.872268+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_7ab50f4060b85f52", + "problem_id": "v2p_n6_cffc08ab38328747", + "dataset_id": "n6", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X10.", + "bindings": { + "measure_col": "X10", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=137" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_7ab50f4060b85f52.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_7ab50f4060b85f52", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 324, + "total_tokens": 23141, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 228, + "estimated_total_tokens": 2954, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14459.36, + "sql_execution_elapsed_ms_total": 42.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_7ab50f4060b85f52\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7912366d2b0da62d0377c3205004d8392d094d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:50:13.818252+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14459.36, "started_at": "2026-05-04T09:49:59.337346+00:00", "ended_at": "2026-05-04T09:50:13.796518+00:00", "prompt_metrics": {"chars": 8685, "bytes_utf8": 8685, "lines": 298, "estimated_tokens": 2726}, "response_metrics": {"chars": 736, "bytes_utf8": 736, "lines": 1, "estimated_tokens": 228}, "usage": {"input_tokens": 22817, "cached_input_tokens": 21888, "output_tokens": 324}, "stderr_preview": "2026-05-04T09:49:59.628994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:50:01.988926Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY CAST(\\\"X10\\\" AS REAL) DESC;\",\"notes\":\"Adapted the planned z-score template for SQLite by replacing unsupported STDDEV with a window-based standard deviation formula using SQRT(AVG(x*x) - AVG(x)^2). CAST(\\\"X10\\\" AS REAL) is used because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a015fa2b801f04fd5fef7ee86497e4680d8fe0c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7ab50f4060b85f52/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_7ab50f4060b85f52", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 324, + "total_tokens": 23141, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 228, + "estimated_total_tokens": 2954, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14459.36, + "sql_execution_elapsed_ms_total": 42.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_7ab50f4060b85f52\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..64d967f5dd16a3f6e60494b111975d077158013e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X13": "5", "support": 236, "avg_response": 1.9576271186440677}, {"X13": "-4", "support": 236, "avg_response": -0.940677966101695}, {"X13": "-3", "support": 234, "avg_response": 0.49145299145299143}, {"X13": "2", "support": 232, "avg_response": -0.4224137931034483}, {"X13": "-2", "support": 230, "avg_response": -1.4652173913043478}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4eb6c5aa09a93d91378ae0426112838d6878c683 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_7d1cdd22a03c86bf +-- problem_id: v2p_n6_56ea65538b8bd243 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X13", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X13" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0afc395861ec988efd04be280df3dbfdfd93d03 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_7d1cdd22a03c86bf\n-- problem_id: v2p_n6_56ea65538b8bd243\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X13\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X13\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_7d1cdd22a03c86bf\\n-- problem_id: v2p_n6_56ea65538b8bd243\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X13\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X13\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X13\", \"support\", \"avg_response\"], \"rows\": [{\"X13\": \"5\", \"support\": 236, \"avg_response\": 1.9576271186440677}, {\"X13\": \"-4\", \"support\": 236, \"avg_response\": -0.940677966101695}, {\"X13\": \"-3\", \"support\": 234, \"avg_response\": 0.49145299145299143}, {\"X13\": \"2\", \"support\": 232, \"avg_response\": -0.4224137931034483}, {\"X13\": \"-2\", \"support\": 230, \"avg_response\": -1.4652173913043478}, {\"X13\": \"-6\", \"support\": 225, \"avg_response\": -0.9111111111111111}, {\"X13\": \"4\", \"support\": 224, \"avg_response\": 1.0580357142857142}, {\"X13\": \"-1\", \"support\": 223, \"avg_response\": -0.47533632286995514}, {\"X13\": \"1\", \"support\": 220, \"avg_response\": -2.286363636363636}, {\"X13\": \"3\", \"support\": 216, \"avg_response\": 0.3425925925925926}, {\"X13\": \"-5\", \"support\": 210, \"avg_response\": -1.1238095238095238}, {\"X13\": \"6\", \"support\": 199, \"avg_response\": 1.899497487437186}, {\"X13\": \"-7\", \"support\": 186, \"avg_response\": 0.010752688172043012}, {\"X13\": \"7\", \"support\": 172, \"avg_response\": 4.906976744186046}, {\"X13\": \"-9\", \"support\": 170, \"avg_response\": -1.035294117647059}, {\"X13\": \"-8\", \"support\": 168, \"avg_response\": -0.1488095238095238}, {\"X13\": \"0\", \"support\": 155, \"avg_response\": -1.1806451612903226}, {\"X13\": \"-10\", \"support\": 152, \"avg_response\": 1.4276315789473684}, {\"X13\": \"12\", \"support\": 144, \"avg_response\": 3.1527777777777777}, {\"X13\": \"11\", \"support\": 143, \"avg_response\": 3.4125874125874125}, {\"X13\": \"9\", \"support\": 137, \"avg_response\": 3.072992700729927}, {\"X13\": \"10\", \"support\": 133, \"avg_response\": 5.646616541353383}, {\"X13\": \"13\", \"support\": 127, \"avg_response\": 7.015748031496063}, {\"X13\": \"8\", \"support\": 126, \"avg_response\": 1.5476190476190477}, {\"X13\": \"-11\", \"support\": 109, \"avg_response\": -4.889908256880734}, {\"X13\": \"14\", \"support\": 107, \"avg_response\": 1.3364485981308412}, {\"X13\": \"-12\", \"support\": 105, \"avg_response\": -0.6190476190476191}, {\"X13\": \"17\", \"support\": 96, \"avg_response\": 3.1145833333333335}, {\"X13\": \"-13\", \"support\": 84, \"avg_response\": 1.4047619047619047}, {\"X13\": \"-14\", \"support\": 76, \"avg_response\": -1.605263157894737}, {\"X13\": \"15\", \"support\": 75, \"avg_response\": 4.346666666666667}, {\"X13\": \"-17\", \"support\": 71, \"avg_response\": -6.47887323943662}, {\"X13\": \"-16\", \"support\": 68, \"avg_response\": -6.5588235294117645}, {\"X13\": \"19\", \"support\": 65, \"avg_response\": -2.5692307692307694}, {\"X13\": \"16\", \"support\": 64, \"avg_response\": 2.421875}, {\"X13\": \"-15\", \"support\": 64, \"avg_response\": -4.15625}, {\"X13\": \"18\", \"support\": 56, \"avg_response\": -0.32142857142857145}, {\"X13\": \"-18\", \"support\": 53, \"avg_response\": -3.2641509433962264}, {\"X13\": \"20\", \"support\": 49, \"avg_response\": -6.959183673469388}, {\"X13\": \"-20\", \"support\": 45, \"avg_response\": 0.37777777777777777}, {\"X13\": \"-21\", \"support\": 42, \"avg_response\": -7.690476190476191}, {\"X13\": \"21\", \"support\": 39, \"avg_response\": 3.8974358974358974}, {\"X13\": \"-19\", \"support\": 39, \"avg_response\": -7.897435897435898}, {\"X13\": \"31\", \"support\": 38, \"avg_response\": 1.5263157894736843}, {\"X13\": \"23\", \"support\": 37, \"avg_response\": 5.1891891891891895}, {\"X13\": \"-22\", \"support\": 36, \"avg_response\": -12.305555555555555}, {\"X13\": \"-24\", \"support\": 34, \"avg_response\": 4.970588235294118}, {\"X13\": \"-25\", \"support\": 34, \"avg_response\": -6.794117647058823}, {\"X13\": \"22\", \"support\": 33, \"avg_response\": 6.393939393939394}, {\"X13\": \"25\", \"support\": 33, \"avg_response\": 3.606060606060606}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.47}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2c5f67404b652ea9e8a423a14c23315e3defbad8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.513399+00:00", + "ended_at": "2026-05-04T09:50:30.524251+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_7d1cdd22a03c86bf", + "problem_id": "v2p_n6_56ea65538b8bd243", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X13.", + "bindings": { + "key_col": "X13", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=46", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 46, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_7d1cdd22a03c86bf.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d6b56712f83933ba9a789c3f43804ec288b4249 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X3": "-1", "support": 434, "avg_response": -0.8133640552995391}, {"X3": "-2", "support": 431, "avg_response": -1.5823665893271461}, {"X3": "1", "support": 368, "avg_response": 0.3967391304347826}, {"X3": "-3", "support": 364, "avg_response": -1.032967032967033}, {"X3": "2", "support": 349, "avg_response": 0.18051575931232092}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd6968a1ac8828d96f32872832bdf2b95b759136 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_7f1d3aa0d211a2dd +-- problem_id: v2p_n6_7251e96541608e1c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X3", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X3" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8049befa78efe7380816f774f364a78fe0e71470 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_7f1d3aa0d211a2dd\n-- problem_id: v2p_n6_7251e96541608e1c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X3\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X3\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_7f1d3aa0d211a2dd\\n-- problem_id: v2p_n6_7251e96541608e1c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X3\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X3\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X3\", \"support\", \"avg_response\"], \"rows\": [{\"X3\": \"-1\", \"support\": 434, \"avg_response\": -0.8133640552995391}, {\"X3\": \"-2\", \"support\": 431, \"avg_response\": -1.5823665893271461}, {\"X3\": \"1\", \"support\": 368, \"avg_response\": 0.3967391304347826}, {\"X3\": \"-3\", \"support\": 364, \"avg_response\": -1.032967032967033}, {\"X3\": \"2\", \"support\": 349, \"avg_response\": 0.18051575931232092}, {\"X3\": \"3\", \"support\": 348, \"avg_response\": -0.1752873563218391}, {\"X3\": \"-4\", \"support\": 329, \"avg_response\": -0.9209726443768997}, {\"X3\": \"0\", \"support\": 316, \"avg_response\": -0.25}, {\"X3\": \"-5\", \"support\": 278, \"avg_response\": -1.9712230215827338}, {\"X3\": \"5\", \"support\": 261, \"avg_response\": -0.26053639846743293}, {\"X3\": \"4\", \"support\": 248, \"avg_response\": -0.5}, {\"X3\": \"6\", \"support\": 217, \"avg_response\": -1.9216589861751152}, {\"X3\": \"-6\", \"support\": 216, \"avg_response\": -0.9583333333333334}, {\"X3\": \"-7\", \"support\": 209, \"avg_response\": -0.8325358851674641}, {\"X3\": \"7\", \"support\": 203, \"avg_response\": -1.2610837438423645}, {\"X3\": \"8\", \"support\": 151, \"avg_response\": -1.9536423841059603}, {\"X3\": \"-8\", \"support\": 146, \"avg_response\": -2.6027397260273974}, {\"X3\": \"-10\", \"support\": 144, \"avg_response\": -1.5902777777777777}, {\"X3\": \"-9\", \"support\": 142, \"avg_response\": -1.4647887323943662}, {\"X3\": \"9\", \"support\": 118, \"avg_response\": 0.2796610169491525}, {\"X3\": \"-11\", \"support\": 99, \"avg_response\": -2.2626262626262625}, {\"X3\": \"10\", \"support\": 84, \"avg_response\": -1.7261904761904763}, {\"X3\": \"-12\", \"support\": 78, \"avg_response\": -9.217948717948717}, {\"X3\": \"11\", \"support\": 74, \"avg_response\": -0.013513513513513514}, {\"X3\": \"16\", \"support\": 72, \"avg_response\": -3.3055555555555554}, {\"X3\": \"14\", \"support\": 62, \"avg_response\": -2.338709677419355}, {\"X3\": \"-13\", \"support\": 62, \"avg_response\": -11.370967741935484}, {\"X3\": \"12\", \"support\": 50, \"avg_response\": 1.8}, {\"X3\": \"13\", \"support\": 45, \"avg_response\": 1.4222222222222223}, {\"X3\": \"15\", \"support\": 43, \"avg_response\": 1.5813953488372092}, {\"X3\": \"-14\", \"support\": 43, \"avg_response\": -3.883720930232558}, {\"X3\": \"17\", \"support\": 40, \"avg_response\": -1.225}, {\"X3\": \"-16\", \"support\": 34, \"avg_response\": -3.6470588235294117}, {\"X3\": \"-18\", \"support\": 33, \"avg_response\": -2.272727272727273}, {\"X3\": \"-15\", \"support\": 33, \"avg_response\": -3.606060606060606}, {\"X3\": \"-17\", \"support\": 30, \"avg_response\": -4.9}, {\"X3\": \"-19\", \"support\": 29, \"avg_response\": -7.896551724137931}, {\"X3\": \"20\", \"support\": 27, \"avg_response\": -1.8518518518518519}, {\"X3\": \"-27\", \"support\": 25, \"avg_response\": -16.44}, {\"X3\": \"-25\", \"support\": 24, \"avg_response\": -2.2916666666666665}, {\"X3\": \"-26\", \"support\": 24, \"avg_response\": -11.666666666666666}, {\"X3\": \"19\", \"support\": 23, \"avg_response\": 1.0434782608695652}, {\"X3\": \"-21\", \"support\": 23, \"avg_response\": -0.391304347826087}, {\"X3\": \"-24\", \"support\": 23, \"avg_response\": -1.0869565217391304}, {\"X3\": \"18\", \"support\": 23, \"avg_response\": -5.304347826086956}, {\"X3\": \"-20\", \"support\": 23, \"avg_response\": -12.043478260869565}, {\"X3\": \"27\", \"support\": 22, \"avg_response\": 17.90909090909091}, {\"X3\": \"-23\", \"support\": 21, \"avg_response\": -7.095238095238095}, {\"X3\": \"-28\", \"support\": 21, \"avg_response\": -19.80952380952381}, {\"X3\": \"-35\", \"support\": 21, \"avg_response\": -23.952380952380953}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1543d16b51d4d5edd51bc5616be9dd6d46562fae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.013696+00:00", + "ended_at": "2026-05-04T09:50:30.026500+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_7f1d3aa0d211a2dd", + "problem_id": "v2p_n6_7251e96541608e1c", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X3.", + "bindings": { + "key_col": "X3", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_7f1d3aa0d211a2dd.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_80f294d6d4b98030/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_80f294d6d4b98030/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..808e84970c4b0316a22907c8c6ce81dc56540386 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_80f294d6d4b98030/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X7": "-1", "support": 377, "avg_response": -0.5358090185676393}, {"X7": "1", "support": 353, "avg_response": 0.8526912181303116}, {"X7": "-4", "support": 349, "avg_response": 0.11461318051575932}, {"X7": "-2", "support": 342, "avg_response": -0.9152046783625731}, {"X7": "0", "support": 310, "avg_response": 1.632258064516129}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_80f294d6d4b98030/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_80f294d6d4b98030/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..15c6f05bbad64e231c1b7a6848b0a99f8c6f0f80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_80f294d6d4b98030/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_80f294d6d4b98030 +-- problem_id: v2p_n6_92d8244485286887 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X7", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_80f294d6d4b98030/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_80f294d6d4b98030/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ddb1d508a11f1e7c7b65734fe557c677521bb834 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_80f294d6d4b98030/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_80f294d6d4b98030\n-- problem_id: v2p_n6_92d8244485286887\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X7\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X7\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_80f294d6d4b98030\\n-- problem_id: v2p_n6_92d8244485286887\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X7\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X7\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X7\", \"support\", \"avg_response\"], \"rows\": [{\"X7\": \"-1\", \"support\": 377, \"avg_response\": -0.5358090185676393}, {\"X7\": \"1\", \"support\": 353, \"avg_response\": 0.8526912181303116}, {\"X7\": \"-4\", \"support\": 349, \"avg_response\": 0.11461318051575932}, {\"X7\": \"-2\", \"support\": 342, \"avg_response\": -0.9152046783625731}, {\"X7\": \"0\", \"support\": 310, \"avg_response\": 1.632258064516129}, {\"X7\": \"-5\", \"support\": 306, \"avg_response\": 1.9444444444444444}, {\"X7\": \"-3\", \"support\": 305, \"avg_response\": -0.019672131147540985}, {\"X7\": \"2\", \"support\": 304, \"avg_response\": 1.7105263157894737}, {\"X7\": \"3\", \"support\": 280, \"avg_response\": 1.5607142857142857}, {\"X7\": \"5\", \"support\": 244, \"avg_response\": 2.4139344262295084}, {\"X7\": \"4\", \"support\": 237, \"avg_response\": 1.8481012658227849}, {\"X7\": \"-6\", \"support\": 237, \"avg_response\": 0.012658227848101266}, {\"X7\": \"6\", \"support\": 211, \"avg_response\": 5.118483412322274}, {\"X7\": \"7\", \"support\": 182, \"avg_response\": 7.675824175824176}, {\"X7\": \"-7\", \"support\": 179, \"avg_response\": 0.7486033519553073}, {\"X7\": \"-8\", \"support\": 175, \"avg_response\": 1.2914285714285714}, {\"X7\": \"8\", \"support\": 156, \"avg_response\": 4.871794871794871}, {\"X7\": \"-9\", \"support\": 139, \"avg_response\": 1.7410071942446044}, {\"X7\": \"9\", \"support\": 131, \"avg_response\": 1.5038167938931297}, {\"X7\": \"-11\", \"support\": 121, \"avg_response\": -2.12396694214876}, {\"X7\": \"-10\", \"support\": 118, \"avg_response\": 1.2966101694915255}, {\"X7\": \"10\", \"support\": 111, \"avg_response\": -0.36036036036036034}, {\"X7\": \"-12\", \"support\": 92, \"avg_response\": -3.8043478260869565}, {\"X7\": \"11\", \"support\": 91, \"avg_response\": 3.120879120879121}, {\"X7\": \"-13\", \"support\": 86, \"avg_response\": 0.9883720930232558}, {\"X7\": \"12\", \"support\": 82, \"avg_response\": 4.780487804878049}, {\"X7\": \"13\", \"support\": 77, \"avg_response\": -2.8701298701298703}, {\"X7\": \"14\", \"support\": 70, \"avg_response\": 0.38571428571428573}, {\"X7\": \"-14\", \"support\": 70, \"avg_response\": -6.5285714285714285}, {\"X7\": \"-16\", \"support\": 52, \"avg_response\": 2.326923076923077}, {\"X7\": \"-15\", \"support\": 52, \"avg_response\": -7.230769230769231}, {\"X7\": \"-17\", \"support\": 51, \"avg_response\": -4.705882352941177}, {\"X7\": \"16\", \"support\": 47, \"avg_response\": 2.5531914893617023}, {\"X7\": \"-18\", \"support\": 46, \"avg_response\": 3.8260869565217392}, {\"X7\": \"-21\", \"support\": 39, \"avg_response\": -6.128205128205129}, {\"X7\": \"-19\", \"support\": 39, \"avg_response\": -7.512820512820513}, {\"X7\": \"19\", \"support\": 37, \"avg_response\": -11.891891891891891}, {\"X7\": \"15\", \"support\": 36, \"avg_response\": 2.4444444444444446}, {\"X7\": \"-23\", \"support\": 35, \"avg_response\": -2.4571428571428573}, {\"X7\": \"21\", \"support\": 34, \"avg_response\": -7.882352941176471}, {\"X7\": \"18\", \"support\": 32, \"avg_response\": -11.6875}, {\"X7\": \"17\", \"support\": 29, \"avg_response\": 4.655172413793103}, {\"X7\": \"-20\", \"support\": 27, \"avg_response\": -6.777777777777778}, {\"X7\": \"-30\", \"support\": 25, \"avg_response\": -14.32}, {\"X7\": \"20\", \"support\": 24, \"avg_response\": -12.75}, {\"X7\": \"-26\", \"support\": 24, \"avg_response\": -25.375}, {\"X7\": \"-24\", \"support\": 23, \"avg_response\": -11.73913043478261}, {\"X7\": \"-29\", \"support\": 22, \"avg_response\": -8.909090909090908}, {\"X7\": \"23\", \"support\": 21, \"avg_response\": 20.904761904761905}, {\"X7\": \"-27\", \"support\": 21, \"avg_response\": 12.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.98}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_80f294d6d4b98030/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_80f294d6d4b98030/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..93084ca5643a3c30347aac381ad74be57f9f5243 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_80f294d6d4b98030/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.165206+00:00", + "ended_at": "2026-05-04T09:50:30.175741+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_80f294d6d4b98030", + "problem_id": "v2p_n6_92d8244485286887", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X7.", + "bindings": { + "key_col": "X7", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=21", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 21, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_80f294d6d4b98030.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_80f294d6d4b98030/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_80f294d6d4b98030/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_80f294d6d4b98030/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb7d71f66b040668b4549aa3ecc5f0b79f56afb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2719}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22808, "cached_input_tokens": 21888, "output_tokens": 231}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d4eba01928c4e765d575ac33d6a7f2e319c6c752 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_8311155282e4d6c2", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 231, + "total_tokens": 23039, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2850, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13582.11, + "sql_execution_elapsed_ms_total": 3.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_8311155282e4d6c2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f8e058a872b78c41b614047a082b80e742a0a121 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:29:12.085615+00:00", + "ended_at": "2026-05-04T09:29:25.667809+00:00", + "elapsed_ms": 13582.11, + "prompt_metrics": { + "chars": 8695, + "bytes_utf8": 8695, + "lines": 304, + "estimated_tokens": 2719 + }, + "stdout_metrics": { + "chars": 790, + "bytes_utf8": 790, + "lines": 4, + "estimated_tokens": 250 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13238 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 452, + "bytes_utf8": 452, + "lines": 1, + "estimated_tokens": 131 + }, + "usage": { + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 231 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d51e7ac4225335fb065b1181f4642b105dd1de91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X13.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "predicate_col": "X9", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc4e6a3b7c2927cf2eaec64aaead8a91798df8f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-fb1b-70c2-8e3e-51b21e3e838e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X13\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X9\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the specified template with group_col=\\\"y\\\", measure_col=\\\"X13\\\", predicate_col=\\\"X9\\\", predicate_op=\\\">=\\\", predicate_value=8.0, and top_k=11. CAST to REAL is applied because the schema stores these numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":21888,"output_tokens":231}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5094f5636bddfc7f0a10bbef3accaf1f144010e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X13\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X9\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the specified template with group_col=\"y\", measure_col=\"X13\", predicate_col=\"X9\", predicate_op=\">=\", predicate_value=8.0, and top_k=11. CAST to REAL is applied because the schema stores these numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55013bc8c3c65f1f662248c5a363285422ce324d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:29:12.276129Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:29:14.628735Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:29:24.918017Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e3f3e9bae99efcbf9fa197f2fb3497c1d1b7799 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X13. +Result preview: [{"y": "1", "total_measure": 12905.0}, {"y": "3", "total_measure": 5786.0}, {"y": "2", "total_measure": 5481.0}, {"y": "0", "total_measure": 4717.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..be28ff61cb51cdc9c8bef55534c710b1f275641e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_8311155282e4d6c2 +-- problem_id: v2p_n6_2b9216f959a53c4c +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X13" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X9" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52c4a812f429a08aa827e46f0a978f0f0ba3806a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X13\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X9\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X13\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X9\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 12905.0}, {\"y\": \"3\", \"total_measure\": 5786.0}, {\"y\": \"2\", \"total_measure\": 5481.0}, {\"y\": \"0\", \"total_measure\": 4717.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ad34367abae2fd4c02fc423863b513f8db2069ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:29:12.081966+00:00", + "ended_at": "2026-05-04T09:29:25.704956+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_8311155282e4d6c2", + "problem_id": "v2p_n6_2b9216f959a53c4c", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X13.", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "predicate_col": "X9", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_8311155282e4d6c2.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_8311155282e4d6c2", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 231, + "total_tokens": 23039, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2850, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13582.11, + "sql_execution_elapsed_ms_total": 3.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_8311155282e4d6c2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42fd040fa05c13e308c001d0c01c369c55c6d7f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:29:25.689994+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13582.11, "started_at": "2026-05-04T09:29:12.085615+00:00", "ended_at": "2026-05-04T09:29:25.667809+00:00", "prompt_metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22808, "cached_input_tokens": 21888, "output_tokens": 231}, "stderr_preview": "2026-05-04T09:29:12.276129Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:29:14.628735Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the specified template with group_col=\\\"y\\\", measure_col=\\\"X13\\\", predicate_col=\\\"X9\\\", predicate_op=\\\">=\\\", predicate_value=8.0, and top_k=11. CAST to REAL is applied because the schema stores these numeric fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bd118a24918425d36412c09cf947f35d07f267f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8311155282e4d6c2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_8311155282e4d6c2", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 231, + "total_tokens": 23039, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2850, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13582.11, + "sql_execution_elapsed_ms_total": 3.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_8311155282e4d6c2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2eb10dc7ff6055f004390b4a47fde3a239fd0aff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8664, "bytes_utf8": 8664, "lines": 303, "estimated_tokens": 2697}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22788, "cached_input_tokens": 21888, "output_tokens": 172}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dfe990b0886629eac028bee6bb8562451c62d93e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_835099953f5ccbdd", + "api_calls": 0, + "input_tokens": 22788, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22960, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2697, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24144.16, + "sql_execution_elapsed_ms_total": 4.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_835099953f5ccbdd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf296e833ec1b30c5bdaa4da81337c52f67a05e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:03:39.226125+00:00", + "ended_at": "2026-05-04T09:04:03.370258+00:00", + "elapsed_ms": 24144.16, + "prompt_metrics": { + "chars": 8664, + "bytes_utf8": 8664, + "lines": 303, + "estimated_tokens": 2697 + }, + "stdout_metrics": { + "chars": 733, + "bytes_utf8": 733, + "lines": 4, + "estimated_tokens": 215 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13226 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 404, + "bytes_utf8": 404, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 22788, + "cached_input_tokens": 21888, + "output_tokens": 172 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebae31d6a288b6e705fb12eeaed91737ca02e59c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e549ba2a76c182a90b6b90ccac81817d749559f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23a-a504-7b90-8071-59a384662577"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col=\\\"y\\\" and condition_col=\\\"y\\\". Since \\\"y\\\" is stored as TEXT in the schema snapshot, the bound condition value was quoted as '1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22788,"cached_input_tokens":21888,"output_tokens":172}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd169629996f0ccb0cca49ea67d43fe80c6b4a86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col=\"y\" and condition_col=\"y\". Since \"y\" is stored as TEXT in the schema snapshot, the bound condition value was quoted as '1'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2c5c8e798d37909039b5582c24388c7f1f65825 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:03:42.941120Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:03:45.358333Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:02.497975Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..28923ba8a62352da6473c7ed6fecf2694e9301b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y. +Result preview: [{"y": "1", "condition_rate": 1.0}, {"y": "3", "condition_rate": 0.0}, {"y": "2", "condition_rate": 0.0}, {"y": "0", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e144b4147aab7e3875d3c511a78a9f38d8c1381f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_835099953f5ccbdd +-- problem_id: v2p_n6_aca7270f228dd5f9 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6757339cc1f6fd7afa4fe88bc95aa88fdaf2ea42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"y\", \"condition_rate\"], \"rows\": [{\"y\": \"1\", \"condition_rate\": 1.0}, {\"y\": \"3\", \"condition_rate\": 0.0}, {\"y\": \"2\", \"condition_rate\": 0.0}, {\"y\": \"0\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..56d277365299e41936650b5a031bd041e5f53836 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:03:39.223411+00:00", + "ended_at": "2026-05-04T09:04:03.400612+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_835099953f5ccbdd", + "problem_id": "v2p_n6_aca7270f228dd5f9", + "dataset_id": "n6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_835099953f5ccbdd.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_835099953f5ccbdd", + "api_calls": 0, + "input_tokens": 22788, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22960, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2697, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24144.16, + "sql_execution_elapsed_ms_total": 4.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_835099953f5ccbdd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d05406eb203e56a9aff11e6c5061355d158cec74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_835099953f5ccbdd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:03.388263+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24144.16, "started_at": "2026-05-04T09:03:39.226125+00:00", "ended_at": "2026-05-04T09:04:03.370258+00:00", "prompt_metrics": {"chars": 8664, "bytes_utf8": 8664, "lines": 303, "estimated_tokens": 2697}, "response_metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22788, "cached_input_tokens": 21888, "output_tokens": 172}, "stderr_preview": "2026-05-04T09:03:42.941120Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:03:45.358333Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X9.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X9", + "band_col": "X9", + "band_cut_1": -4.0, + "band_cut_2": 5.0, + "lower_bound": -4.0, + "upper_bound": 5.0, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a804ce5745dadbdc1129eb70473a4342bc29ce7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df240-4b57-73b0-9129-d6a9b910642b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X9\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X9\\\" AS REAL) < 5.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X9\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the planned binned numeric group average template with both band_col and measure_col bound to \\\"X9\\\". Casts to REAL are included because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22869,"cached_input_tokens":19840,"output_tokens":185}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf74ade869aac0305f690443f5ac1221248b878e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X9\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X9\" AS REAL) < 5.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X9\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the planned binned numeric group average template with both band_col and measure_col bound to \"X9\". Casts to REAL are included because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49f6389d5251036d89ec7a8deac4a11fe98174ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:09:53.171327Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:09:55.456805Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:10:03.889162Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..304f8ea27a52caeb192d4dbbe1f031600b503f9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X9. +Result preview: [{"band_bucket": "high", "avg_measure": 26.820857558139537}, {"band_bucket": "mid", "avg_measure": -0.06487101669195751}, {"band_bucket": "low", "avg_measure": -33.24004594180705}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd5e444b5b1adae3067f2f866bc84dce4ea222ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_83b3604815dcddd0 +-- problem_id: v2p_n6_433dd1b1d000eb72 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X9" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X9" AS REAL) < 5.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X9" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8256b3eaeb80cefc084051a42fba11d98bcfd3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X9\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X9\" AS REAL) < 5.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X9\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X9\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X9\\\" AS REAL) < 5.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X9\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 26.820857558139537}, {\"band_bucket\": \"mid\", \"avg_measure\": -0.06487101669195751}, {\"band_bucket\": \"low\", \"avg_measure\": -33.24004594180705}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1f3f4bb840415599455b0724aa220b6f1230229c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:09:52.960924+00:00", + "ended_at": "2026-05-04T09:10:04.555510+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_83b3604815dcddd0", + "problem_id": "v2p_n6_433dd1b1d000eb72", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X9.", + "bindings": { + "measure_col": "X9", + "band_col": "X9", + "band_cut_1": -4.0, + "band_cut_2": 5.0, + "lower_bound": -4.0, + "upper_bound": 5.0, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_83b3604815dcddd0.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_83b3604815dcddd0", + "api_calls": 0, + "input_tokens": 22869, + "cached_input_tokens": 19840, + "output_tokens": 185, + "total_tokens": 23054, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2778, + "estimated_output_tokens": 153, + "estimated_total_tokens": 2931, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11552.29, + "sql_execution_elapsed_ms_total": 6.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_83b3604815dcddd0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f0e09b552e1e5a3b47a64035b37d361fda46994d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_83b3604815dcddd0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:10:04.540157+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11552.29, "started_at": "2026-05-04T09:09:52.963767+00:00", "ended_at": "2026-05-04T09:10:04.516369+00:00", "prompt_metrics": {"chars": 8870, "bytes_utf8": 8870, "lines": 304, "estimated_tokens": 2778}, "response_metrics": {"chars": 556, "bytes_utf8": 556, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22869, "cached_input_tokens": 19840, "output_tokens": 185}, "stderr_preview": "2026-05-04T09:09:53.171327Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:09:55.456805Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_84a53881fb1f2964/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_84a53881fb1f2964/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9518161ea1635709cdd9688b490156da7bbd4a28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_84a53881fb1f2964/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_84a53881fb1f2964\n-- problem_id: v2p_n6_59871fd5ed935d2d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X8\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_84a53881fb1f2964\\n-- problem_id: v2p_n6_59871fd5ed935d2d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X8\", \"support\", \"avg_response\"], \"rows\": [{\"X8\": \"-1\", \"support\": 443, \"avg_response\": 0.7720090293453724}, {\"X8\": \"1\", \"support\": 419, \"avg_response\": 1.668257756563246}, {\"X8\": \"2\", \"support\": 395, \"avg_response\": 0.7291139240506329}, {\"X8\": \"-2\", \"support\": 378, \"avg_response\": 0.7142857142857143}, {\"X8\": \"-3\", \"support\": 360, \"avg_response\": 1.925}, {\"X8\": \"3\", \"support\": 358, \"avg_response\": 0.5335195530726257}, {\"X8\": \"0\", \"support\": 315, \"avg_response\": 0.7396825396825397}, {\"X8\": \"-4\", \"support\": 298, \"avg_response\": 0.5805369127516778}, {\"X8\": \"4\", \"support\": 289, \"avg_response\": 0.6851211072664359}, {\"X8\": \"-5\", \"support\": 238, \"avg_response\": 0.592436974789916}, {\"X8\": \"5\", \"support\": 225, \"avg_response\": 1.7955555555555556}, {\"X8\": \"-6\", \"support\": 223, \"avg_response\": 1.4484304932735426}, {\"X8\": \"-7\", \"support\": 207, \"avg_response\": 1.9758454106280192}, {\"X8\": \"6\", \"support\": 205, \"avg_response\": 0.7707317073170732}, {\"X8\": \"7\", \"support\": 164, \"avg_response\": 0.4695121951219512}, {\"X8\": \"-8\", \"support\": 148, \"avg_response\": 1.8108108108108107}, {\"X8\": \"-9\", \"support\": 136, \"avg_response\": -0.3235294117647059}, {\"X8\": \"8\", \"support\": 123, \"avg_response\": -1.146341463414634}, {\"X8\": \"-10\", \"support\": 98, \"avg_response\": -0.9591836734693877}, {\"X8\": \"-11\", \"support\": 96, \"avg_response\": 0.6875}, {\"X8\": \"11\", \"support\": 93, \"avg_response\": -0.06451612903225806}, {\"X8\": \"9\", \"support\": 91, \"avg_response\": 1.054945054945055}, {\"X8\": \"10\", \"support\": 91, \"avg_response\": -5.3076923076923075}, {\"X8\": \"12\", \"support\": 81, \"avg_response\": 0.04938271604938271}, {\"X8\": \"-14\", \"support\": 75, \"avg_response\": -1.5066666666666666}, {\"X8\": \"-13\", \"support\": 74, \"avg_response\": 1.7567567567567568}, {\"X8\": \"-12\", \"support\": 71, \"avg_response\": -1.7887323943661972}, {\"X8\": \"-16\", \"support\": 63, \"avg_response\": 4.777777777777778}, {\"X8\": \"13\", \"support\": 63, \"avg_response\": 4.428571428571429}, {\"X8\": \"14\", \"support\": 58, \"avg_response\": -2.1551724137931036}, {\"X8\": \"-17\", \"support\": 53, \"avg_response\": -3.8679245283018866}, {\"X8\": \"-15\", \"support\": 45, \"avg_response\": -6.5777777777777775}, {\"X8\": \"16\", \"support\": 42, \"avg_response\": -3.5952380952380953}, {\"X8\": \"15\", \"support\": 40, \"avg_response\": -8.925}, {\"X8\": \"-18\", \"support\": 37, \"avg_response\": -9.135135135135135}, {\"X8\": \"-19\", \"support\": 34, \"avg_response\": -7.5}, {\"X8\": \"17\", \"support\": 33, \"avg_response\": -2.8181818181818183}, {\"X8\": \"-23\", \"support\": 32, \"avg_response\": 4.0}, {\"X8\": \"-22\", \"support\": 32, \"avg_response\": -22.28125}, {\"X8\": \"20\", \"support\": 31, \"avg_response\": -15.612903225806452}, {\"X8\": \"-21\", \"support\": 30, \"avg_response\": 0.2}, {\"X8\": \"-25\", \"support\": 30, \"avg_response\": -2.7666666666666666}, {\"X8\": \"-20\", \"support\": 28, \"avg_response\": -25.821428571428573}, {\"X8\": \"23\", \"support\": 27, \"avg_response\": 2.962962962962963}, {\"X8\": \"21\", \"support\": 23, \"avg_response\": 3.0}, {\"X8\": \"22\", \"support\": 23, \"avg_response\": -2.9130434782608696}, {\"X8\": \"18\", \"support\": 22, \"avg_response\": -11.772727272727273}, {\"X8\": \"-24\", \"support\": 21, \"avg_response\": -0.8571428571428571}, {\"X8\": \"19\", \"support\": 20, \"avg_response\": 4.65}, {\"X8\": \"-36\", \"support\": 19, \"avg_response\": -30.210526315789473}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.59}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_84a53881fb1f2964/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_84a53881fb1f2964/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1c7054d9b5714179fc71c967631636766f756496 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_84a53881fb1f2964/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.228515+00:00", + "ended_at": "2026-05-04T09:50:30.238005+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_84a53881fb1f2964", + "problem_id": "v2p_n6_59871fd5ed935d2d", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X8.", + "bindings": { + "key_col": "X8", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=26", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 26, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_84a53881fb1f2964.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_84a53881fb1f2964/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_84a53881fb1f2964/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_84a53881fb1f2964/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_852a9e5176eafadc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_852a9e5176eafadc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c722331180a5cf335e860da74356d95c7278140c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_852a9e5176eafadc/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X3": "-1", "support": 434, "avg_response": 1.4608294930875576}, {"X3": "-2", "support": 431, "avg_response": 0.9767981438515081}, {"X3": "1", "support": 368, "avg_response": 1.9483695652173914}, {"X3": "-3", "support": 364, "avg_response": 1.0054945054945055}, {"X3": "2", "support": 349, "avg_response": 3.0830945558739256}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_852a9e5176eafadc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_852a9e5176eafadc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..54e048776868375351dd73d21a33ea75fa0ef7e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_852a9e5176eafadc/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_852a9e5176eafadc +-- problem_id: v2p_n6_647929305b0bd2e2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X3", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X3" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_852a9e5176eafadc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_852a9e5176eafadc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70b1fc9e6f6cf0f887495826b417eb2275764e9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_852a9e5176eafadc/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_852a9e5176eafadc\n-- problem_id: v2p_n6_647929305b0bd2e2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X3\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X3\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_852a9e5176eafadc\\n-- problem_id: v2p_n6_647929305b0bd2e2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X3\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X3\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X3\", \"support\", \"avg_response\"], \"rows\": [{\"X3\": \"-1\", \"support\": 434, \"avg_response\": 1.4608294930875576}, {\"X3\": \"-2\", \"support\": 431, \"avg_response\": 0.9767981438515081}, {\"X3\": \"1\", \"support\": 368, \"avg_response\": 1.9483695652173914}, {\"X3\": \"-3\", \"support\": 364, \"avg_response\": 1.0054945054945055}, {\"X3\": \"2\", \"support\": 349, \"avg_response\": 3.0830945558739256}, {\"X3\": \"3\", \"support\": 348, \"avg_response\": 3.5488505747126435}, {\"X3\": \"-4\", \"support\": 329, \"avg_response\": 0.46808510638297873}, {\"X3\": \"0\", \"support\": 316, \"avg_response\": 1.6772151898734178}, {\"X3\": \"-5\", \"support\": 278, \"avg_response\": 1.7194244604316546}, {\"X3\": \"5\", \"support\": 261, \"avg_response\": 4.2298850574712645}, {\"X3\": \"4\", \"support\": 248, \"avg_response\": 2.568548387096774}, {\"X3\": \"6\", \"support\": 217, \"avg_response\": 3.4377880184331797}, {\"X3\": \"-6\", \"support\": 216, \"avg_response\": 2.7083333333333335}, {\"X3\": \"-7\", \"support\": 209, \"avg_response\": -1.1578947368421053}, {\"X3\": \"7\", \"support\": 203, \"avg_response\": 1.5566502463054188}, {\"X3\": \"8\", \"support\": 151, \"avg_response\": 2.7682119205298013}, {\"X3\": \"-8\", \"support\": 146, \"avg_response\": 0.4589041095890411}, {\"X3\": \"-10\", \"support\": 144, \"avg_response\": 3.5902777777777777}, {\"X3\": \"-9\", \"support\": 142, \"avg_response\": -2.3732394366197185}, {\"X3\": \"9\", \"support\": 118, \"avg_response\": 4.1525423728813555}, {\"X3\": \"-11\", \"support\": 99, \"avg_response\": -0.6161616161616161}, {\"X3\": \"10\", \"support\": 84, \"avg_response\": 3.011904761904762}, {\"X3\": \"-12\", \"support\": 78, \"avg_response\": 5.576923076923077}, {\"X3\": \"11\", \"support\": 74, \"avg_response\": 3.8783783783783785}, {\"X3\": \"16\", \"support\": 72, \"avg_response\": 9.791666666666666}, {\"X3\": \"14\", \"support\": 62, \"avg_response\": 5.338709677419355}, {\"X3\": \"-13\", \"support\": 62, \"avg_response\": -0.5}, {\"X3\": \"12\", \"support\": 50, \"avg_response\": -0.96}, {\"X3\": \"13\", \"support\": 45, \"avg_response\": -5.355555555555555}, {\"X3\": \"15\", \"support\": 43, \"avg_response\": 0.023255813953488372}, {\"X3\": \"-14\", \"support\": 43, \"avg_response\": -12.348837209302326}, {\"X3\": \"17\", \"support\": 40, \"avg_response\": 6.6}, {\"X3\": \"-16\", \"support\": 34, \"avg_response\": -5.264705882352941}, {\"X3\": \"-18\", \"support\": 33, \"avg_response\": -9.030303030303031}, {\"X3\": \"-15\", \"support\": 33, \"avg_response\": -17.12121212121212}, {\"X3\": \"-17\", \"support\": 30, \"avg_response\": -7.233333333333333}, {\"X3\": \"-19\", \"support\": 29, \"avg_response\": -10.724137931034482}, {\"X3\": \"20\", \"support\": 27, \"avg_response\": 15.555555555555555}, {\"X3\": \"-27\", \"support\": 25, \"avg_response\": -15.6}, {\"X3\": \"-25\", \"support\": 24, \"avg_response\": -9.916666666666666}, {\"X3\": \"-26\", \"support\": 24, \"avg_response\": -11.541666666666666}, {\"X3\": \"18\", \"support\": 23, \"avg_response\": 14.826086956521738}, {\"X3\": \"19\", \"support\": 23, \"avg_response\": 6.608695652173913}, {\"X3\": \"-20\", \"support\": 23, \"avg_response\": -6.217391304347826}, {\"X3\": \"-21\", \"support\": 23, \"avg_response\": -6.782608695652174}, {\"X3\": \"-24\", \"support\": 23, \"avg_response\": -19.26086956521739}, {\"X3\": \"27\", \"support\": 22, \"avg_response\": 10.636363636363637}, {\"X3\": \"-28\", \"support\": 21, \"avg_response\": 2.9047619047619047}, {\"X3\": \"-23\", \"support\": 21, \"avg_response\": -10.80952380952381}, {\"X3\": \"-35\", \"support\": 21, \"avg_response\": -24.333333333333332}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.89}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_852a9e5176eafadc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_852a9e5176eafadc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ca1bbcab9605a747dd033f2269d3bba897634bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_852a9e5176eafadc/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:29.989691+00:00", + "ended_at": "2026-05-04T09:50:29.998753+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_852a9e5176eafadc", + "problem_id": "v2p_n6_647929305b0bd2e2", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X3.", + "bindings": { + "key_col": "X3", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_852a9e5176eafadc.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_852a9e5176eafadc/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_852a9e5176eafadc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_852a9e5176eafadc/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b70c7038e5ce5e1fdcad92501a28daa92624dedb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8592, "bytes_utf8": 8592, "lines": 300, "estimated_tokens": 2683}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..17725d8963b7692d42d8964bf5df22a5d48f6184 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_86dd0a13efcc4abc", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22930, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22309.15, + "sql_execution_elapsed_ms_total": 6.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_86dd0a13efcc4abc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..80eff82dc7d42d5306d92a072ce72e945069e8db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:45:40.090633+00:00", + "ended_at": "2026-05-04T09:46:02.400098+00:00", + "elapsed_ms": 22309.15, + "prompt_metrics": { + "chars": 8592, + "bytes_utf8": 8592, + "lines": 300, + "estimated_tokens": 2683 + }, + "stdout_metrics": { + "chars": 756, + "bytes_utf8": 756, + "lines": 4, + "estimated_tokens": 229 + }, + "stderr_metrics": { + "chars": 13133, + "bytes_utf8": 13133, + "lines": 35, + "estimated_tokens": 7158 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 158 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19cfad77050765f860c21781664c454b69dc16d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3d0e748d794d1467b90952b170ca2990652dd22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df261-0e9c-70b3-b950-650558177f02"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X11\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X11\\\". CAST to REAL was added because the schema stores \\\"X11\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22772,"cached_input_tokens":21888,"output_tokens":158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37ed83bce87b48676cf0725cd544b3435ce4178c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X11\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X11\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the provided Thresholded Group Ranking template with group_col bound to \"y\" and measure_col bound to \"X11\". CAST to REAL was added because the schema stores \"X11\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4f2f6aa88b21740adcf398a1e1954ccbf3d1f6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,35 @@ +2026-05-04T09:45:40.334654Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:45:45.350452Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: "https://chatgpt.com/backend-api/wham/apps", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: "unexpected EOF during handshake" }) })) +2026-05-04T09:45:45.358766Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T09:45:45.367812Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:45:45.372685Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: stream disconnected before completion: tls handshake eof +2026-05-04T09:45:50.506621Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:45:50.508074Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 219ms)... +2026-05-04T09:46:01.601185Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..46e68ae65b05c8a604f18a30ac46099210317940 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11. +Result preview: [{"y": "1", "total_measure": 538.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..03a8f2c6e06739bce1e3f6620175d94b6d6605f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_86dd0a13efcc4abc +-- problem_id: v2p_n6_1b1137139937a345 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X11" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X11" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19ba714e35d56d56de2b7574dda34d3276e222f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X11\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X11\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X11\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 538.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.59}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4d0cc7a69e672099f49bbf1d98e410aeeca6aec2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:45:40.087938+00:00", + "ended_at": "2026-05-04T09:46:02.433644+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_86dd0a13efcc4abc", + "problem_id": "v2p_n6_1b1137139937a345", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_86dd0a13efcc4abc.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_86dd0a13efcc4abc", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22930, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22309.15, + "sql_execution_elapsed_ms_total": 6.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_86dd0a13efcc4abc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8fe48b9d1cb19e959eb3f6d89cd7054d97b51d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:46:02.416542+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22309.15, "started_at": "2026-05-04T09:45:40.090633+00:00", "ended_at": "2026-05-04T09:46:02.400098+00:00", "prompt_metrics": {"chars": 8592, "bytes_utf8": 8592, "lines": 300, "estimated_tokens": 2683}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 158}, "stderr_preview": "2026-05-04T09:45:40.334654Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:45:45.350452Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: \"https://chatgpt.com/backend-api/wham/apps\", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: \"unexpected EOF during handshake\" }) }))\n2026-05-04T09:45:45.358766Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T09:45:45.367812Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses\n2026-05-04T09:45:45.372685Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: stream disconnected", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X11\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X11\\\". CAST to REAL was added because the schema stores \\\"X11\\\" as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2d959b977a975d946280953db84ca1039bc43598 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_86dd0a13efcc4abc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_86dd0a13efcc4abc", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22930, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22309.15, + "sql_execution_elapsed_ms_total": 6.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_86dd0a13efcc4abc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfed644745243296356ed85fc092eb5070a28b16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8500, "bytes_utf8": 8500, "lines": 300, "estimated_tokens": 2648}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22739, "cached_input_tokens": 21888, "output_tokens": 177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dbaec7298ea66b94db7479227dfec7dd4c96e791 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_88c566e49e6d7306", + "api_calls": 0, + "input_tokens": 22739, + "cached_input_tokens": 21888, + "output_tokens": 177, + "total_tokens": 22916, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2648, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13855.45, + "sql_execution_elapsed_ms_total": 21.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_88c566e49e6d7306\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7e21a83ebb5c82df77b22f6ff985b1b7a58d0cc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:08:39.707990+00:00", + "ended_at": "2026-05-04T09:08:53.563026+00:00", + "elapsed_ms": 13855.45, + "prompt_metrics": { + "chars": 8500, + "bytes_utf8": 8500, + "lines": 300, + "estimated_tokens": 2648 + }, + "stdout_metrics": { + "chars": 743, + "bytes_utf8": 743, + "lines": 4, + "estimated_tokens": 214 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13199 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 415, + "bytes_utf8": 415, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22739, + "cached_input_tokens": 21888, + "output_tokens": 177 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..408df3662863af5c2660420685ca7f17c198da9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b64fa857f8b798669dcff17e8f5dab38c528001 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23f-2d66-7231-b8f1-5503835ce9a7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X2\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X2\\\". CAST to REAL was added because the schema stores \\\"X2\\\" as TEXT, and SQLite AVG should operate on numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22739,"cached_input_tokens":21888,"output_tokens":177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81d69565c06f7b5b994fbdb0796ec2b5a97cae92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X2\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the requested Window Partition Average template with group_col=\"y\" and measure_col=\"X2\". CAST to REAL was added because the schema stores \"X2\" as TEXT, and SQLite AVG should operate on numeric values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d12fd6b09c4aaa6a3a7f53283753ddca5143bb2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:08:39.996659Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:08:42.422509Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:08:52.806789Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8381f5012a6d3a391a94d1493a20b195efcf0cac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2. +Result preview: [{"y": "1", "avg_measure": 3.6315}, {"y": "2", "avg_measure": 0.1225}, {"y": "3", "avg_measure": -0.1775}, {"y": "0", "avg_measure": -12.334}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d144dc4f22c64b77d01c0b3b151738de8ba6545b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_88c566e49e6d7306 +-- problem_id: v2p_n6_3013a34777a94b7e +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X2" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c8141831d8e9cb638f4f82e28df4bfe70747d25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X2\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X2\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 3.6315}, {\"y\": \"2\", \"avg_measure\": 0.1225}, {\"y\": \"3\", \"avg_measure\": -0.1775}, {\"y\": \"0\", \"avg_measure\": -12.334}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e4f74048d3f08c3386771b1f2c932f266b3f82e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:08:39.705525+00:00", + "ended_at": "2026-05-04T09:08:53.613364+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_88c566e49e6d7306", + "problem_id": "v2p_n6_3013a34777a94b7e", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2.", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_88c566e49e6d7306.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_88c566e49e6d7306", + "api_calls": 0, + "input_tokens": 22739, + "cached_input_tokens": 21888, + "output_tokens": 177, + "total_tokens": 22916, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2648, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13855.45, + "sql_execution_elapsed_ms_total": 21.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_88c566e49e6d7306\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66e0bba5156e3b4702cf495c68a882b913dfd94c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_88c566e49e6d7306/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:08:53.584002+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13855.45, "started_at": "2026-05-04T09:08:39.707990+00:00", "ended_at": "2026-05-04T09:08:53.563026+00:00", "prompt_metrics": {"chars": 8500, "bytes_utf8": 8500, "lines": 300, "estimated_tokens": 2648}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22739, "cached_input_tokens": 21888, "output_tokens": 177}, "stderr_preview": "2026-05-04T09:08:39.996659Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:08:42.422509Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1d15e7595d13dcdf891eeaa1505dbbf2a108a60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_8adc8a01cc3cfac6\n-- problem_id: v2p_n6_e518e54523bdf921\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X8\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_8adc8a01cc3cfac6\\n-- problem_id: v2p_n6_e518e54523bdf921\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X8\", \"support\", \"avg_response\"], \"rows\": [{\"X8\": \"-1\", \"support\": 443, \"avg_response\": 0.7020316027088036}, {\"X8\": \"1\", \"support\": 419, \"avg_response\": 1.5823389021479715}, {\"X8\": \"2\", \"support\": 395, \"avg_response\": 1.4734177215189874}, {\"X8\": \"-2\", \"support\": 378, \"avg_response\": 1.9206349206349207}, {\"X8\": \"-3\", \"support\": 360, \"avg_response\": 3.0388888888888888}, {\"X8\": \"3\", \"support\": 358, \"avg_response\": 2.5614525139664805}, {\"X8\": \"0\", \"support\": 315, \"avg_response\": 0.9650793650793651}, {\"X8\": \"-4\", \"support\": 298, \"avg_response\": 3.097315436241611}, {\"X8\": \"4\", \"support\": 289, \"avg_response\": 3.4290657439446366}, {\"X8\": \"-5\", \"support\": 238, \"avg_response\": 2.222689075630252}, {\"X8\": \"5\", \"support\": 225, \"avg_response\": 3.551111111111111}, {\"X8\": \"-6\", \"support\": 223, \"avg_response\": 2.5426008968609866}, {\"X8\": \"-7\", \"support\": 207, \"avg_response\": 2.927536231884058}, {\"X8\": \"6\", \"support\": 205, \"avg_response\": 1.7658536585365854}, {\"X8\": \"7\", \"support\": 164, \"avg_response\": 4.097560975609756}, {\"X8\": \"-8\", \"support\": 148, \"avg_response\": 4.054054054054054}, {\"X8\": \"-9\", \"support\": 136, \"avg_response\": 1.0735294117647058}, {\"X8\": \"8\", \"support\": 123, \"avg_response\": 1.2926829268292683}, {\"X8\": \"-10\", \"support\": 98, \"avg_response\": 2.816326530612245}, {\"X8\": \"-11\", \"support\": 96, \"avg_response\": 4.635416666666667}, {\"X8\": \"11\", \"support\": 93, \"avg_response\": -1.3763440860215055}, {\"X8\": \"9\", \"support\": 91, \"avg_response\": -1.5274725274725274}, {\"X8\": \"10\", \"support\": 91, \"avg_response\": -4.406593406593407}, {\"X8\": \"12\", \"support\": 81, \"avg_response\": -1.5925925925925926}, {\"X8\": \"-14\", \"support\": 75, \"avg_response\": 1.7333333333333334}, {\"X8\": \"-13\", \"support\": 74, \"avg_response\": 1.0}, {\"X8\": \"-12\", \"support\": 71, \"avg_response\": 1.4929577464788732}, {\"X8\": \"-16\", \"support\": 63, \"avg_response\": 2.8412698412698414}, {\"X8\": \"13\", \"support\": 63, \"avg_response\": 0.14285714285714285}, {\"X8\": \"14\", \"support\": 58, \"avg_response\": -1.8103448275862069}, {\"X8\": \"-17\", \"support\": 53, \"avg_response\": 0.8490566037735849}, {\"X8\": \"-15\", \"support\": 45, \"avg_response\": -10.488888888888889}, {\"X8\": \"16\", \"support\": 42, \"avg_response\": -3.9285714285714284}, {\"X8\": \"15\", \"support\": 40, \"avg_response\": -6.325}, {\"X8\": \"-18\", \"support\": 37, \"avg_response\": 2.3783783783783785}, {\"X8\": \"-19\", \"support\": 34, \"avg_response\": -0.2647058823529412}, {\"X8\": \"17\", \"support\": 33, \"avg_response\": -4.121212121212121}, {\"X8\": \"-23\", \"support\": 32, \"avg_response\": 2.71875}, {\"X8\": \"-22\", \"support\": 32, \"avg_response\": -20.90625}, {\"X8\": \"20\", \"support\": 31, \"avg_response\": -19.032258064516128}, {\"X8\": \"-21\", \"support\": 30, \"avg_response\": 5.533333333333333}, {\"X8\": \"-25\", \"support\": 30, \"avg_response\": 0.16666666666666666}, {\"X8\": \"-20\", \"support\": 28, \"avg_response\": -21.5}, {\"X8\": \"23\", \"support\": 27, \"avg_response\": 10.148148148148149}, {\"X8\": \"21\", \"support\": 23, \"avg_response\": 1.2173913043478262}, {\"X8\": \"22\", \"support\": 23, \"avg_response\": 0.0}, {\"X8\": \"18\", \"support\": 22, \"avg_response\": -11.5}, {\"X8\": \"-24\", \"support\": 21, \"avg_response\": -5.904761904761905}, {\"X8\": \"19\", \"support\": 20, \"avg_response\": -0.8}, {\"X8\": \"-36\", \"support\": 19, \"avg_response\": -26.894736842105264}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.24}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f68400e782b130d6d96955b58a173f6b24db5c0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.215365+00:00", + "ended_at": "2026-05-04T09:50:30.225736+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_8adc8a01cc3cfac6", + "problem_id": "v2p_n6_e518e54523bdf921", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X8.", + "bindings": { + "key_col": "X8", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=25", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 25, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_8adc8a01cc3cfac6.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ea65f85340e8c8cf260ffdc3bf6a8fffcc7bf09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8709, "bytes_utf8": 8709, "lines": 302, "estimated_tokens": 2714}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 506, "bytes_utf8": 506, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22803, "cached_input_tokens": 21888, "output_tokens": 198}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cabfcdc7e89fca1c34f3e761bc654b09971f525f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_8b26c1ed2b29126d", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 21888, + "output_tokens": 198, + "total_tokens": 23001, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11900.68, + "sql_execution_elapsed_ms_total": 7.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_8b26c1ed2b29126d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5a37d9bb8a0575bd78ff5903ec29a540c2beddfd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:24:08.043818+00:00", + "ended_at": "2026-05-04T09:24:19.941231+00:00", + "elapsed_ms": 11900.68, + "prompt_metrics": { + "chars": 8709, + "bytes_utf8": 8709, + "lines": 302, + "estimated_tokens": 2714 + }, + "stdout_metrics": { + "chars": 862, + "bytes_utf8": 862, + "lines": 4, + "estimated_tokens": 264 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13195 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 506, + "bytes_utf8": 506, + "lines": 1, + "estimated_tokens": 139 + }, + "usage": { + "input_tokens": 22803, + "cached_input_tokens": 21888, + "output_tokens": 198 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8301ccefd3818cf2d6c18369498183642de54e8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X15.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "entity_col": "X15", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b47c10c06b14bbd8fa3f55f5d9cbf234787219cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-578b-7380-ba7e-543de4792f0e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CAST(\\\"X15\\\" AS REAL)) AS \\\"avg_measure\\\",\\n COUNT(DISTINCT \\\"X15\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X15\\\", entity_col=\\\"X15\\\", and top_k=17. CAST(\\\"X15\\\" AS REAL) is applied because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":21888,"output_tokens":198}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..325da483729c4bc7f32b6d0cb329ebf178624202 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS \"support\",\n AVG(CAST(\"X15\" AS REAL)) AS \"avg_measure\",\n COUNT(DISTINCT \"X15\") AS \"distinct_entities\"\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY \"support\" DESC\nLIMIT 17;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X15\", entity_col=\"X15\", and top_k=17. CAST(\"X15\" AS REAL) is applied because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0d839631704c714693657b73c348428b5c9c6a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:08.259433Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:24:10.569506Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:18.993814Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3f6a03a4bf7a1f50f8c3681f2fd4db5dd169255 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X15. +Result preview: [{"y": "3", "support": 2000, "avg_measure": -0.2175, "distinct_entities": 49}, {"y": "2", "support": 2000, "avg_measure": -0.671, "distinct_entities": 41}, {"y": "1", "support": 2000, "avg_measure": -1.806, "distinct_entities": 83}, {"y": "0", "support": 2000, "avg_measure": -14.727, "distinct_entities": 342}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1df6368659d9a7ddbc96498b3f19e6ffbd9cd041 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_8b26c1ed2b29126d +-- problem_id: v2p_n6_934a681d7a546ecb +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS "support", + AVG(CAST("X15" AS REAL)) AS "avg_measure", + COUNT(DISTINCT "X15") AS "distinct_entities" +FROM "n6" +GROUP BY "y" +ORDER BY "support" DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e8f6335d50252fefa67aa3db18787c7cebbc11e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS \"support\",\n AVG(CAST(\"X15\" AS REAL)) AS \"avg_measure\",\n COUNT(DISTINCT \"X15\") AS \"distinct_entities\"\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY \"support\" DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CAST(\\\"X15\\\" AS REAL)) AS \\\"avg_measure\\\",\\n COUNT(DISTINCT \\\"X15\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 17;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": -0.2175, \"distinct_entities\": 49}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": -0.671, \"distinct_entities\": 41}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": -1.806, \"distinct_entities\": 83}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -14.727, \"distinct_entities\": 342}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.15}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8265c39798f0fb0ef178f6d19635ce21754eed9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:24:08.041288+00:00", + "ended_at": "2026-05-04T09:24:19.979876+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_8b26c1ed2b29126d", + "problem_id": "v2p_n6_934a681d7a546ecb", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X15.", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "entity_col": "X15", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_8b26c1ed2b29126d.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_8b26c1ed2b29126d", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 21888, + "output_tokens": 198, + "total_tokens": 23001, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11900.68, + "sql_execution_elapsed_ms_total": 7.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_8b26c1ed2b29126d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9908c63bacc32039e4b6ae89c919caf461e73a9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b26c1ed2b29126d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:19.964602+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11900.68, "started_at": "2026-05-04T09:24:08.043818+00:00", "ended_at": "2026-05-04T09:24:19.941231+00:00", "prompt_metrics": {"chars": 8709, "bytes_utf8": 8709, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 506, "bytes_utf8": 506, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22803, "cached_input_tokens": 21888, "output_tokens": 198}, "stderr_preview": "2026-05-04T09:24:08.259433Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:24:10.569506Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e4d4405ea8d75f811d1df2bb572d4829c56c430 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_8b4c60115b137e1d\n-- problem_id: v2p_n6_87c0d19edefe8542\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X12\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X12\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_8b4c60115b137e1d\\n-- problem_id: v2p_n6_87c0d19edefe8542\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X12\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X12\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X12\", \"support\", \"avg_response\"], \"rows\": [{\"X12\": \"-1\", \"support\": 311, \"avg_response\": -0.10289389067524116}, {\"X12\": \"-3\", \"support\": 285, \"avg_response\": 0.8035087719298246}, {\"X12\": \"2\", \"support\": 275, \"avg_response\": -1.6836363636363636}, {\"X12\": \"-2\", \"support\": 266, \"avg_response\": 0.18421052631578946}, {\"X12\": \"1\", \"support\": 265, \"avg_response\": -0.7849056603773585}, {\"X12\": \"4\", \"support\": 258, \"avg_response\": 1.821705426356589}, {\"X12\": \"-4\", \"support\": 244, \"avg_response\": -0.19262295081967212}, {\"X12\": \"-6\", \"support\": 229, \"avg_response\": 1.4890829694323144}, {\"X12\": \"3\", \"support\": 227, \"avg_response\": 1.1101321585903083}, {\"X12\": \"0\", \"support\": 217, \"avg_response\": 1.7096774193548387}, {\"X12\": \"-5\", \"support\": 215, \"avg_response\": -1.0790697674418606}, {\"X12\": \"6\", \"support\": 208, \"avg_response\": -0.2403846153846154}, {\"X12\": \"5\", \"support\": 207, \"avg_response\": -0.3188405797101449}, {\"X12\": \"-8\", \"support\": 195, \"avg_response\": -0.28717948717948716}, {\"X12\": \"-7\", \"support\": 191, \"avg_response\": 0.2617801047120419}, {\"X12\": \"7\", \"support\": 171, \"avg_response\": 1.9298245614035088}, {\"X12\": \"-9\", \"support\": 161, \"avg_response\": 1.8881987577639752}, {\"X12\": \"8\", \"support\": 161, \"avg_response\": 0.782608695652174}, {\"X12\": \"9\", \"support\": 145, \"avg_response\": -0.6551724137931034}, {\"X12\": \"-11\", \"support\": 135, \"avg_response\": -0.17777777777777778}, {\"X12\": \"-10\", \"support\": 119, \"avg_response\": 1.9831932773109244}, {\"X12\": \"10\", \"support\": 115, \"avg_response\": 2.626086956521739}, {\"X12\": \"-12\", \"support\": 99, \"avg_response\": -1.3131313131313131}, {\"X12\": \"-13\", \"support\": 96, \"avg_response\": 0.10416666666666667}, {\"X12\": \"11\", \"support\": 93, \"avg_response\": -0.34408602150537637}, {\"X12\": \"13\", \"support\": 92, \"avg_response\": -5.25}, {\"X12\": \"12\", \"support\": 81, \"avg_response\": 0.7037037037037037}, {\"X12\": \"-14\", \"support\": 81, \"avg_response\": 0.35802469135802467}, {\"X12\": \"-16\", \"support\": 80, \"avg_response\": 0.3375}, {\"X12\": \"-17\", \"support\": 64, \"avg_response\": 3.734375}, {\"X12\": \"16\", \"support\": 62, \"avg_response\": -0.532258064516129}, {\"X12\": \"14\", \"support\": 61, \"avg_response\": -5.377049180327869}, {\"X12\": \"-20\", \"support\": 60, \"avg_response\": -12.883333333333333}, {\"X12\": \"17\", \"support\": 57, \"avg_response\": -0.10526315789473684}, {\"X12\": \"-15\", \"support\": 56, \"avg_response\": -2.5714285714285716}, {\"X12\": \"-18\", \"support\": 51, \"avg_response\": 3.5098039215686274}, {\"X12\": \"-19\", \"support\": 51, \"avg_response\": -3.235294117647059}, {\"X12\": \"-22\", \"support\": 45, \"avg_response\": 5.444444444444445}, {\"X12\": \"-23\", \"support\": 43, \"avg_response\": 0.2558139534883721}, {\"X12\": \"19\", \"support\": 43, \"avg_response\": -1.441860465116279}, {\"X12\": \"-25\", \"support\": 41, \"avg_response\": -2.097560975609756}, {\"X12\": \"15\", \"support\": 40, \"avg_response\": -2.975}, {\"X12\": \"-21\", \"support\": 39, \"avg_response\": -2.4615384615384617}, {\"X12\": \"-24\", \"support\": 39, \"avg_response\": -4.461538461538462}, {\"X12\": \"20\", \"support\": 39, \"avg_response\": -6.282051282051282}, {\"X12\": \"22\", \"support\": 36, \"avg_response\": 0.08333333333333333}, {\"X12\": \"18\", \"support\": 35, \"avg_response\": -3.914285714285714}, {\"X12\": \"21\", \"support\": 35, \"avg_response\": -6.4}, {\"X12\": \"-26\", \"support\": 35, \"avg_response\": -12.942857142857143}, {\"X12\": \"-30\", \"support\": 31, \"avg_response\": 7.548387096774194}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b90c802343ae8fe62e8794e2531be4a0ad1560e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.443805+00:00", + "ended_at": "2026-05-04T09:50:30.453610+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_8b4c60115b137e1d", + "problem_id": "v2p_n6_87c0d19edefe8542", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X12.", + "bindings": { + "key_col": "X12", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=42", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 42, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_8b4c60115b137e1d.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8dbd215be76acab5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8dbd215be76acab5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9376c7cd7946f6bcba958fa1d653abaa3640e09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8dbd215be76acab5/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X9": "-1", "support": 350, "avg_response": -2.037142857142857}, {"X9": "-2", "support": 341, "avg_response": -1.4398826979472141}, {"X9": "1", "support": 299, "avg_response": -0.705685618729097}, {"X9": "2", "support": 299, "avg_response": -1.0735785953177257}, {"X9": "0", "support": 288, "avg_response": 0.2013888888888889}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8dbd215be76acab5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8dbd215be76acab5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f17d6f357f10fb2ce762fe1228fd0f330d866ae5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8dbd215be76acab5/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_8dbd215be76acab5 +-- problem_id: v2p_n6_b2f5d3b7e0bf8555 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X9", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8dbd215be76acab5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8dbd215be76acab5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6a2b8f4032ee820e7b6eea5deb287ecc8666158 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8dbd215be76acab5/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_8dbd215be76acab5\n-- problem_id: v2p_n6_b2f5d3b7e0bf8555\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X9\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_8dbd215be76acab5\\n-- problem_id: v2p_n6_b2f5d3b7e0bf8555\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X9\", \"support\", \"avg_response\"], \"rows\": [{\"X9\": \"-1\", \"support\": 350, \"avg_response\": -2.037142857142857}, {\"X9\": \"-2\", \"support\": 341, \"avg_response\": -1.4398826979472141}, {\"X9\": \"1\", \"support\": 299, \"avg_response\": -0.705685618729097}, {\"X9\": \"2\", \"support\": 299, \"avg_response\": -1.0735785953177257}, {\"X9\": \"0\", \"support\": 288, \"avg_response\": 0.2013888888888889}, {\"X9\": \"-3\", \"support\": 271, \"avg_response\": -0.08118081180811808}, {\"X9\": \"5\", \"support\": 271, \"avg_response\": -0.9446494464944649}, {\"X9\": \"-4\", \"support\": 264, \"avg_response\": -2.590909090909091}, {\"X9\": \"3\", \"support\": 263, \"avg_response\": -0.5817490494296578}, {\"X9\": \"4\", \"support\": 261, \"avg_response\": 0.25287356321839083}, {\"X9\": \"-5\", \"support\": 254, \"avg_response\": -1.0826771653543308}, {\"X9\": \"-6\", \"support\": 208, \"avg_response\": -0.6057692307692307}, {\"X9\": \"6\", \"support\": 194, \"avg_response\": -1.7628865979381443}, {\"X9\": \"7\", \"support\": 177, \"avg_response\": -0.0903954802259887}, {\"X9\": \"-7\", \"support\": 152, \"avg_response\": -0.6578947368421053}, {\"X9\": \"8\", \"support\": 148, \"avg_response\": -0.7162162162162162}, {\"X9\": \"-8\", \"support\": 146, \"avg_response\": 1.417808219178082}, {\"X9\": \"9\", \"support\": 124, \"avg_response\": 2.4274193548387095}, {\"X9\": \"-9\", \"support\": 120, \"avg_response\": -2.3666666666666667}, {\"X9\": \"-10\", \"support\": 120, \"avg_response\": -2.5833333333333335}, {\"X9\": \"10\", \"support\": 119, \"avg_response\": 1.1176470588235294}, {\"X9\": \"-11\", \"support\": 106, \"avg_response\": -1.820754716981132}, {\"X9\": \"12\", \"support\": 104, \"avg_response\": -3.8365384615384617}, {\"X9\": \"11\", \"support\": 85, \"avg_response\": -2.388235294117647}, {\"X9\": \"14\", \"support\": 70, \"avg_response\": 0.8571428571428571}, {\"X9\": \"-13\", \"support\": 70, \"avg_response\": -7.257142857142857}, {\"X9\": \"15\", \"support\": 69, \"avg_response\": 0.5217391304347826}, {\"X9\": \"13\", \"support\": 68, \"avg_response\": -2.4411764705882355}, {\"X9\": \"16\", \"support\": 66, \"avg_response\": 1.121212121212121}, {\"X9\": \"18\", \"support\": 65, \"avg_response\": -1.3692307692307693}, {\"X9\": \"17\", \"support\": 64, \"avg_response\": 1.5625}, {\"X9\": \"-12\", \"support\": 59, \"avg_response\": -10.322033898305085}, {\"X9\": \"20\", \"support\": 54, \"avg_response\": 3.2222222222222223}, {\"X9\": \"-14\", \"support\": 53, \"avg_response\": -10.471698113207546}, {\"X9\": \"-16\", \"support\": 50, \"avg_response\": -0.52}, {\"X9\": \"22\", \"support\": 49, \"avg_response\": 1.6326530612244898}, {\"X9\": \"-17\", \"support\": 49, \"avg_response\": -10.877551020408163}, {\"X9\": \"19\", \"support\": 46, \"avg_response\": 0.6521739130434783}, {\"X9\": \"-18\", \"support\": 46, \"avg_response\": -1.0869565217391304}, {\"X9\": \"-19\", \"support\": 46, \"avg_response\": -5.326086956521739}, {\"X9\": \"-15\", \"support\": 44, \"avg_response\": -0.9772727272727273}, {\"X9\": \"24\", \"support\": 37, \"avg_response\": 0.5945945945945946}, {\"X9\": \"21\", \"support\": 35, \"avg_response\": 9.714285714285714}, {\"X9\": \"-21\", \"support\": 34, \"avg_response\": -6.029411764705882}, {\"X9\": \"-22\", \"support\": 32, \"avg_response\": 2.65625}, {\"X9\": \"23\", \"support\": 30, \"avg_response\": -1.9333333333333333}, {\"X9\": \"30\", \"support\": 29, \"avg_response\": -0.4827586206896552}, {\"X9\": \"-23\", \"support\": 27, \"avg_response\": -15.962962962962964}, {\"X9\": \"25\", \"support\": 26, \"avg_response\": 13.923076923076923}, {\"X9\": \"26\", \"support\": 25, \"avg_response\": -7.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.88}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8dbd215be76acab5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8dbd215be76acab5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc858b9123452d152cf047a9d5b26307581943dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8dbd215be76acab5/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.296479+00:00", + "ended_at": "2026-05-04T09:50:30.309379+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_8dbd215be76acab5", + "problem_id": "v2p_n6_b2f5d3b7e0bf8555", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X9.", + "bindings": { + "key_col": "X9", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=31", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 31, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_8dbd215be76acab5.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8dbd215be76acab5/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8dbd215be76acab5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8dbd215be76acab5/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8fe1063d731b281c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8fe1063d731b281c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e76a6412cdb85639424b9120d9a5757baac4529e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8fe1063d731b281c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X11": "1", "support": 415, "avg_response": 1.2120481927710844}, {"X11": "-1", "support": 410, "avg_response": 0.8170731707317073}, {"X11": "-2", "support": 399, "avg_response": -0.3057644110275689}, {"X11": "2", "support": 360, "avg_response": 0.5194444444444445}, {"X11": "-3", "support": 337, "avg_response": -1.28486646884273}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8fe1063d731b281c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8fe1063d731b281c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..501dce49df1191ea83c7339a2cb7789b7c02aed3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8fe1063d731b281c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_8fe1063d731b281c +-- problem_id: v2p_n6_7e15f743670473b3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X11", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X11" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8fe1063d731b281c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8fe1063d731b281c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9dd7611d466d9be05e5b354b469d1ebdf2ec719a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8fe1063d731b281c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_8fe1063d731b281c\n-- problem_id: v2p_n6_7e15f743670473b3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X11\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X11\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_8fe1063d731b281c\\n-- problem_id: v2p_n6_7e15f743670473b3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X11\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X11\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X11\", \"support\", \"avg_response\"], \"rows\": [{\"X11\": \"1\", \"support\": 415, \"avg_response\": 1.2120481927710844}, {\"X11\": \"-1\", \"support\": 410, \"avg_response\": 0.8170731707317073}, {\"X11\": \"-2\", \"support\": 399, \"avg_response\": -0.3057644110275689}, {\"X11\": \"2\", \"support\": 360, \"avg_response\": 0.5194444444444445}, {\"X11\": \"-3\", \"support\": 337, \"avg_response\": -1.28486646884273}, {\"X11\": \"0\", \"support\": 324, \"avg_response\": 0.8549382716049383}, {\"X11\": \"3\", \"support\": 301, \"avg_response\": 2.222591362126246}, {\"X11\": \"4\", \"support\": 292, \"avg_response\": 0.04794520547945205}, {\"X11\": \"-4\", \"support\": 291, \"avg_response\": -0.6185567010309279}, {\"X11\": \"-5\", \"support\": 254, \"avg_response\": -1.0748031496062993}, {\"X11\": \"5\", \"support\": 239, \"avg_response\": 1.6945606694560669}, {\"X11\": \"-6\", \"support\": 225, \"avg_response\": -2.32}, {\"X11\": \"6\", \"support\": 205, \"avg_response\": 1.4390243902439024}, {\"X11\": \"7\", \"support\": 158, \"avg_response\": 5.784810126582278}, {\"X11\": \"-7\", \"support\": 148, \"avg_response\": -3.054054054054054}, {\"X11\": \"8\", \"support\": 145, \"avg_response\": 5.275862068965517}, {\"X11\": \"-8\", \"support\": 136, \"avg_response\": -2.5294117647058822}, {\"X11\": \"9\", \"support\": 111, \"avg_response\": 0.9459459459459459}, {\"X11\": \"-10\", \"support\": 111, \"avg_response\": -5.657657657657658}, {\"X11\": \"-9\", \"support\": 108, \"avg_response\": -5.546296296296297}, {\"X11\": \"-12\", \"support\": 102, \"avg_response\": -5.637254901960785}, {\"X11\": \"-11\", \"support\": 93, \"avg_response\": -4.451612903225806}, {\"X11\": \"10\", \"support\": 90, \"avg_response\": 5.4}, {\"X11\": \"11\", \"support\": 78, \"avg_response\": 1.794871794871795}, {\"X11\": \"-13\", \"support\": 68, \"avg_response\": -0.9264705882352942}, {\"X11\": \"14\", \"support\": 62, \"avg_response\": 0.7258064516129032}, {\"X11\": \"12\", \"support\": 58, \"avg_response\": 8.413793103448276}, {\"X11\": \"-14\", \"support\": 57, \"avg_response\": -4.280701754385965}, {\"X11\": \"13\", \"support\": 47, \"avg_response\": 11.25531914893617}, {\"X11\": \"18\", \"support\": 43, \"avg_response\": 2.953488372093023}, {\"X11\": \"-16\", \"support\": 40, \"avg_response\": -3.325}, {\"X11\": \"23\", \"support\": 40, \"avg_response\": -4.15}, {\"X11\": \"-15\", \"support\": 37, \"avg_response\": -3.8378378378378377}, {\"X11\": \"-19\", \"support\": 37, \"avg_response\": -4.675675675675675}, {\"X11\": \"16\", \"support\": 36, \"avg_response\": 11.25}, {\"X11\": \"-17\", \"support\": 36, \"avg_response\": 1.3055555555555556}, {\"X11\": \"17\", \"support\": 36, \"avg_response\": -3.8055555555555554}, {\"X11\": \"19\", \"support\": 34, \"avg_response\": -2.911764705882353}, {\"X11\": \"-21\", \"support\": 33, \"avg_response\": -8.0}, {\"X11\": \"15\", \"support\": 31, \"avg_response\": -1.967741935483871}, {\"X11\": \"-18\", \"support\": 29, \"avg_response\": 3.310344827586207}, {\"X11\": \"20\", \"support\": 29, \"avg_response\": 0.13793103448275862}, {\"X11\": \"21\", \"support\": 29, \"avg_response\": -1.5172413793103448}, {\"X11\": \"-20\", \"support\": 29, \"avg_response\": -9.517241379310345}, {\"X11\": \"-23\", \"support\": 27, \"avg_response\": -0.4074074074074074}, {\"X11\": \"-28\", \"support\": 26, \"avg_response\": -12.76923076923077}, {\"X11\": \"-24\", \"support\": 26, \"avg_response\": -16.846153846153847}, {\"X11\": \"-26\", \"support\": 25, \"avg_response\": -17.52}, {\"X11\": \"-34\", \"support\": 25, \"avg_response\": -20.24}, {\"X11\": \"-30\", \"support\": 22, \"avg_response\": -15.181818181818182}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.72}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8fe1063d731b281c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8fe1063d731b281c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d374f19b0f8271b02df17ac28a1f77f2d3fa4b12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8fe1063d731b281c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.394629+00:00", + "ended_at": "2026-05-04T09:50:30.404918+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_8fe1063d731b281c", + "problem_id": "v2p_n6_7e15f743670473b3", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X11.", + "bindings": { + "key_col": "X11", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=38", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 38, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_8fe1063d731b281c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8fe1063d731b281c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8fe1063d731b281c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_8fe1063d731b281c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3288075c27e5828244fc43f7076b9f94d9cae71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8506, "bytes_utf8": 8506, "lines": 300, "estimated_tokens": 2649}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22740, "cached_input_tokens": 19840, "output_tokens": 127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..35b2976804dcaf32e9f5c37c1501cd49b1c14061 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_9069424b026a0bbd", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2745, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11966.03, + "sql_execution_elapsed_ms_total": 25.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_9069424b026a0bbd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bdc524b10bca0a3fcd683cda2c9644bdd88995ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:07:40.557131+00:00", + "ended_at": "2026-05-04T09:07:52.523110+00:00", + "elapsed_ms": 11966.03, + "prompt_metrics": { + "chars": 8506, + "bytes_utf8": 8506, + "lines": 300, + "estimated_tokens": 2649 + }, + "stdout_metrics": { + "chars": 702, + "bytes_utf8": 702, + "lines": 4, + "estimated_tokens": 203 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13238 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 374, + "bytes_utf8": 374, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 127 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88c6973a8878a16071aee43e9dc9132d4774e634 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X15.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d706eeb227c44faf09880e824234b675c9f99c67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-4636-7952-9a44-489752b64e89"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X15\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X15\\\". Cast \\\"X15\\\" to REAL because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22740,"cached_input_tokens":19840,"output_tokens":127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..663acb59560a4f5c004b50da17a5b597852f49ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X15\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"y\" and measure_col=\"X15\". Cast \"X15\" to REAL because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fe2d136b764f337972356b5fe10843be518a03d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:40.800818Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:43.178587Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:07:51.640254Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8fddabaa130bb21aec70d30fd4c03329f383e5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X15. +Result preview: [{"y": "3", "avg_measure": -0.2175}, {"y": "2", "avg_measure": -0.671}, {"y": "1", "avg_measure": -1.806}, {"y": "0", "avg_measure": -14.727}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f45876853074529c646cccb3cd43b3f53a26fbd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_9069424b026a0bbd +-- problem_id: v2p_n6_70f8792c4377ed67 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X15" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b00d9d9afaf1ebcf0ed5815449f53e7fca2bcc82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X15\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X15\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"3\", \"avg_measure\": -0.2175}, {\"y\": \"2\", \"avg_measure\": -0.671}, {\"y\": \"1\", \"avg_measure\": -1.806}, {\"y\": \"0\", \"avg_measure\": -14.727}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ebd93326c25080af77a758a92d1ebcabd8a4dc0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:07:40.554720+00:00", + "ended_at": "2026-05-04T09:07:52.588982+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_9069424b026a0bbd", + "problem_id": "v2p_n6_70f8792c4377ed67", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X15.", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_9069424b026a0bbd.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_9069424b026a0bbd", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2745, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11966.03, + "sql_execution_elapsed_ms_total": 25.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_9069424b026a0bbd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2dbef795aca0697b59c64dabe01a70d886663dea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9069424b026a0bbd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:52.551261+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11966.03, "started_at": "2026-05-04T09:07:40.557131+00:00", "ended_at": "2026-05-04T09:07:52.523110+00:00", "prompt_metrics": {"chars": 8506, "bytes_utf8": 8506, "lines": 300, "estimated_tokens": 2649}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22740, "cached_input_tokens": 19840, "output_tokens": 127}, "stderr_preview": "2026-05-04T09:07:40.800818Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:43.178587Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X12.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X12", + "band_col": "X12", + "band_cut_1": -7.0, + "band_cut_2": 3.0, + "lower_bound": -7.0, + "upper_bound": 3.0, + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba869a0b65b723621711b1c55df3908d5dd2381f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df241-37b0-7a22-aef5-d6231af8615b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X12\\\" AS REAL) < -7.0 THEN 'low'\\n WHEN CAST(\\\"X12\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X12\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template with band_col=\\\"X12\\\" and measure_col=\\\"X12\\\". Casted \\\"X12\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":21888,"output_tokens":179}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59f4f4844e68ac48d84679bd831d91800babb0f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X12\" AS REAL) < -7.0 THEN 'low'\n WHEN CAST(\"X12\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X12\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the planned template with band_col=\"X12\" and measure_col=\"X12\". Casted \"X12\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23af11fa119f0aa5fc2c1fcea4c56b6be8341d78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:10:53.716669Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:10:56.199606Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:11:05.780819Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..adb5d4f35af2ee48349625bafb3819c956be7537 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X12. +Result preview: [{"band_bucket": "high", "avg_measure": 21.982911825017087}, {"band_bucket": "mid", "avg_measure": -2.2598078462770217}, {"band_bucket": "low", "avg_measure": -37.63159937888199}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8862f9c9863d10be1a294014a8017d17e81d2f09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_92787ec8c4a0733c +-- problem_id: v2p_n6_6b95808a42d92dc7 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X12" AS REAL) < -7.0 THEN 'low' + WHEN CAST("X12" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X12" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c888555a52181806ddd00f2d5f0656fa74fd0aa4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X12\" AS REAL) < -7.0 THEN 'low'\n WHEN CAST(\"X12\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X12\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X12\\\" AS REAL) < -7.0 THEN 'low'\\n WHEN CAST(\\\"X12\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X12\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 21.982911825017087}, {\"band_bucket\": \"mid\", \"avg_measure\": -2.2598078462770217}, {\"band_bucket\": \"low\", \"avg_measure\": -37.63159937888199}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.61}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bf3965889faabe9ed2196f5ff20dbb138965953a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:10:53.432112+00:00", + "ended_at": "2026-05-04T09:11:06.624540+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_92787ec8c4a0733c", + "problem_id": "v2p_n6_6b95808a42d92dc7", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X12.", + "bindings": { + "measure_col": "X12", + "band_col": "X12", + "band_cut_1": -7.0, + "band_cut_2": 3.0, + "lower_bound": -7.0, + "upper_bound": 3.0, + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_92787ec8c4a0733c.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_92787ec8c4a0733c", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 179, + "total_tokens": 23049, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2923, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13156.03, + "sql_execution_elapsed_ms_total": 5.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_92787ec8c4a0733c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90f80f5eac616a4e1845d97c190c6e546561597b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92787ec8c4a0733c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:11:06.611142+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13156.03, "started_at": "2026-05-04T09:10:53.436632+00:00", "ended_at": "2026-05-04T09:11:06.592512+00:00", "prompt_metrics": {"chars": 8871, "bytes_utf8": 8871, "lines": 304, "estimated_tokens": 2779}, "response_metrics": {"chars": 499, "bytes_utf8": 499, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22870, "cached_input_tokens": 21888, "output_tokens": 179}, "stderr_preview": "2026-05-04T09:10:53.716669Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:10:56.199606Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_928c272025a241b7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_928c272025a241b7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..33e2a48adf90178f19c2198bdb3a4550ca29e84c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_928c272025a241b7/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_928c272025a241b7\n-- problem_id: v2p_n6_79eea3158e8b64f9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X14\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X14\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_928c272025a241b7\\n-- problem_id: v2p_n6_79eea3158e8b64f9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X14\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X14\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X14\", \"support\", \"avg_response\"], \"rows\": [{\"X14\": \"-1\", \"support\": 286, \"avg_response\": 2.2587412587412588}, {\"X14\": \"-2\", \"support\": 280, \"avg_response\": 2.125}, {\"X14\": \"-4\", \"support\": 270, \"avg_response\": 0.5296296296296297}, {\"X14\": \"2\", \"support\": 267, \"avg_response\": 0.30711610486891383}, {\"X14\": \"-3\", \"support\": 267, \"avg_response\": 0.0149812734082397}, {\"X14\": \"1\", \"support\": 256, \"avg_response\": 1.421875}, {\"X14\": \"3\", \"support\": 242, \"avg_response\": 1.4173553719008265}, {\"X14\": \"-6\", \"support\": 236, \"avg_response\": 1.271186440677966}, {\"X14\": \"-5\", \"support\": 236, \"avg_response\": -0.9152542372881356}, {\"X14\": \"4\", \"support\": 229, \"avg_response\": 2.2445414847161573}, {\"X14\": \"6\", \"support\": 225, \"avg_response\": 3.1244444444444444}, {\"X14\": \"0\", \"support\": 213, \"avg_response\": 3.2863849765258215}, {\"X14\": \"5\", \"support\": 213, \"avg_response\": 2.3896713615023475}, {\"X14\": \"7\", \"support\": 208, \"avg_response\": 2.0961538461538463}, {\"X14\": \"-7\", \"support\": 206, \"avg_response\": -0.4077669902912621}, {\"X14\": \"9\", \"support\": 184, \"avg_response\": 2.239130434782609}, {\"X14\": \"8\", \"support\": 183, \"avg_response\": 4.469945355191257}, {\"X14\": \"10\", \"support\": 172, \"avg_response\": 1.552325581395349}, {\"X14\": \"-9\", \"support\": 164, \"avg_response\": -0.6402439024390244}, {\"X14\": \"-8\", \"support\": 163, \"avg_response\": -2.4294478527607364}, {\"X14\": \"11\", \"support\": 154, \"avg_response\": 5.376623376623376}, {\"X14\": \"12\", \"support\": 133, \"avg_response\": 7.56390977443609}, {\"X14\": \"-10\", \"support\": 130, \"avg_response\": 0.5692307692307692}, {\"X14\": \"-11\", \"support\": 128, \"avg_response\": -1.5625}, {\"X14\": \"13\", \"support\": 118, \"avg_response\": 7.084745762711864}, {\"X14\": \"14\", \"support\": 105, \"avg_response\": 3.5714285714285716}, {\"X14\": \"-12\", \"support\": 103, \"avg_response\": -4.922330097087379}, {\"X14\": \"15\", \"support\": 74, \"avg_response\": 4.202702702702703}, {\"X14\": \"16\", \"support\": 73, \"avg_response\": 11.383561643835616}, {\"X14\": \"-14\", \"support\": 72, \"avg_response\": -6.833333333333333}, {\"X14\": \"-13\", \"support\": 71, \"avg_response\": 0.9154929577464789}, {\"X14\": \"18\", \"support\": 60, \"avg_response\": 11.216666666666667}, {\"X14\": \"19\", \"support\": 57, \"avg_response\": 7.43859649122807}, {\"X14\": \"17\", \"support\": 56, \"avg_response\": 7.928571428571429}, {\"X14\": \"-17\", \"support\": 49, \"avg_response\": -15.959183673469388}, {\"X14\": \"20\", \"support\": 47, \"avg_response\": 2.021276595744681}, {\"X14\": \"-16\", \"support\": 45, \"avg_response\": -4.733333333333333}, {\"X14\": \"-18\", \"support\": 41, \"avg_response\": -10.78048780487805}, {\"X14\": \"21\", \"support\": 40, \"avg_response\": 15.9}, {\"X14\": \"-19\", \"support\": 40, \"avg_response\": -6.25}, {\"X14\": \"-24\", \"support\": 39, \"avg_response\": -11.717948717948717}, {\"X14\": \"-20\", \"support\": 37, \"avg_response\": -9.594594594594595}, {\"X14\": \"-22\", \"support\": 34, \"avg_response\": -0.08823529411764706}, {\"X14\": \"-15\", \"support\": 34, \"avg_response\": -6.5}, {\"X14\": \"22\", \"support\": 32, \"avg_response\": 6.78125}, {\"X14\": \"26\", \"support\": 31, \"avg_response\": 24.516129032258064}, {\"X14\": \"-21\", \"support\": 27, \"avg_response\": -17.85185185185185}, {\"X14\": \"24\", \"support\": 26, \"avg_response\": 2.3461538461538463}, {\"X14\": \"-26\", \"support\": 25, \"avg_response\": -13.4}, {\"X14\": \"-23\", \"support\": 25, \"avg_response\": -13.52}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_928c272025a241b7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_928c272025a241b7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4a4d08bdba42301c81583639822a91fc701ee6fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_928c272025a241b7/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.553313+00:00", + "ended_at": "2026-05-04T09:50:30.563599+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_928c272025a241b7", + "problem_id": "v2p_n6_79eea3158e8b64f9", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X14.", + "bindings": { + "key_col": "X14", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=49", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 49, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_928c272025a241b7.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_928c272025a241b7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_928c272025a241b7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_928c272025a241b7/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d7124b6c37f85832930d4938b7515ff70c95b41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8596, "bytes_utf8": 8596, "lines": 300, "estimated_tokens": 2676}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 699, "bytes_utf8": 699, "lines": 1, "estimated_tokens": 223}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 664}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0bb39d42ad97fec4625d61101847e013e07a3358 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_92f3ace00098b871", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 664, + "total_tokens": 23431, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 223, + "estimated_total_tokens": 2899, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21933.09, + "sql_execution_elapsed_ms_total": 27.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_92f3ace00098b871\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..21dfe7751bbe34de1f108814ef180de4ac5ce9f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:36:45.799592+00:00", + "ended_at": "2026-05-04T09:37:07.732894+00:00", + "elapsed_ms": 21933.09, + "prompt_metrics": { + "chars": 8596, + "bytes_utf8": 8596, + "lines": 300, + "estimated_tokens": 2676 + }, + "stdout_metrics": { + "chars": 1100, + "bytes_utf8": 1100, + "lines": 4, + "estimated_tokens": 374 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13217 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 699, + "bytes_utf8": 699, + "lines": 1, + "estimated_tokens": 223 + }, + "usage": { + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 664 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0044eaffc5831b5c1a14a0f7265a581e18751a4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..288de8e7127e28b29f82b2b41b279b42beb27117 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df258-e78e-79b0-8e35-bf449e747141"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X4\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X4\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X4\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INT)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile on CAST(\\\"X4\\\" AS REAL), grouped by \\\"y\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":664}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9697844d4cf216bb8effc775cdb3e0fd164e3aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X4\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X4\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X4\" IS NOT NULL\n)\nSELECT\n \"y\",\n \"measure\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INT)\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile on CAST(\"X4\" AS REAL), grouped by \"y\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e886fb4fb1f0ec215fc25cfa607397528975862a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:36:46.034813Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:36:48.411379Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:37:06.950714Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bec99d2270ee9b47f6257a7d50ade92cb7f4642 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4. +Result preview: [{"y": "0", "percentile_measure": 75.0}, {"y": "1", "percentile_measure": 14.0}, {"y": "3", "percentile_measure": 14.0}, {"y": "2", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..746b9a983cfd7326bd932f54a1fb1585641defd0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_92f3ace00098b871 +-- problem_id: v2p_n6_5f6eb53bae3d41f3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X4" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X4" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X4" IS NOT NULL +) +SELECT + "y", + "measure" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(((9 * "cnt") + 9) / 10 AS INT) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2712f171902a277a7e5b6a6b938fe2b64d88491 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X4\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X4\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X4\" IS NOT NULL\n)\nSELECT\n \"y\",\n \"measure\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INT)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X4\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X4\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X4\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INT)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 75.0}, {\"y\": \"1\", \"percentile_measure\": 14.0}, {\"y\": \"3\", \"percentile_measure\": 14.0}, {\"y\": \"2\", \"percentile_measure\": 7.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.92}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bb2fc7e9fad4c99bb78dc463c47128d924bd437a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:36:45.797128+00:00", + "ended_at": "2026-05-04T09:37:07.787611+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_92f3ace00098b871", + "problem_id": "v2p_n6_5f6eb53bae3d41f3", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4.", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_92f3ace00098b871.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_92f3ace00098b871", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 664, + "total_tokens": 23431, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 223, + "estimated_total_tokens": 2899, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21933.09, + "sql_execution_elapsed_ms_total": 27.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_92f3ace00098b871\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84b333cd5e71ac172634419652bc3378f892f72f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_92f3ace00098b871/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:37:07.751019+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21933.09, "started_at": "2026-05-04T09:36:45.799592+00:00", "ended_at": "2026-05-04T09:37:07.732894+00:00", "prompt_metrics": {"chars": 8596, "bytes_utf8": 8596, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 699, "bytes_utf8": 699, "lines": 1, "estimated_tokens": 223}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 664}, "stderr_preview": "2026-05-04T09:36:46.034813Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:36:48.411379Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3d98c345a7a856aed672c1e0676cb373e703a86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-4dfa-71f3-b47f-81d166a86f66"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"y\\\" and condition_col=\\\"y\\\", using condition_value='0'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22789,"cached_input_tokens":19840,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..943ddb18cb35927d7af8f09e52d812cbeea0a5c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"y\" and condition_col=\"y\", using condition_value='0'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88776a29d9a4182ab33ee70a568dbe64ba744747 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:26.186238Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:28.554106Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:44.544846Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1a980dd1a0bf824a783c01cc0b7970e98ff64d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y. +Result preview: [{"y": "0", "condition_rate": 1.0}, {"y": "3", "condition_rate": 0.0}, {"y": "2", "condition_rate": 0.0}, {"y": "1", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c42883acc5e44d1efbe03d6a8aa875a2a1a3dac3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_94a16c87181555e5 +-- problem_id: v2p_n6_27eac447b55ceae7 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b88d04b87bfea9cb4ee47c7642120fde2bf202f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"y\", \"condition_rate\"], \"rows\": [{\"y\": \"0\", \"condition_rate\": 1.0}, {\"y\": \"3\", \"condition_rate\": 0.0}, {\"y\": \"2\", \"condition_rate\": 0.0}, {\"y\": \"1\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f9a520f78dbf6c5fb6719c83b9359f4628b6eb45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:04:25.979001+00:00", + "ended_at": "2026-05-04T09:04:45.314562+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_94a16c87181555e5", + "problem_id": "v2p_n6_27eac447b55ceae7", + "dataset_id": "n6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_94a16c87181555e5.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_94a16c87181555e5", + "api_calls": 0, + "input_tokens": 22789, + "cached_input_tokens": 19840, + "output_tokens": 138, + "total_tokens": 22927, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2698, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2802, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19300.74, + "sql_execution_elapsed_ms_total": 4.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_94a16c87181555e5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f04a8edbc19cc01b803a17d223c1ccf07351832c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94a16c87181555e5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:45.300329+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19300.74, "started_at": "2026-05-04T09:04:25.981543+00:00", "ended_at": "2026-05-04T09:04:45.282412+00:00", "prompt_metrics": {"chars": 8667, "bytes_utf8": 8667, "lines": 303, "estimated_tokens": 2698}, "response_metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22789, "cached_input_tokens": 19840, "output_tokens": 138}, "stderr_preview": "2026-05-04T09:04:26.186238Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:28.554106Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X4.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f955e541c9c4bc3df84bb7a81cebcf0e1ad8484 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df240-1885-7cf0-96af-2f1c889d1331"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X4\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X4\\\". CAST(\\\"X4\\\" AS REAL) ensures SQLite computes a numeric average even though the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22740,"cached_input_tokens":19840,"output_tokens":203}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbaf67287edfbb2b0dfbb1dc5711ce20258f42fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X4\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"y\" and measure_col=\"X4\". CAST(\"X4\" AS REAL) ensures SQLite computes a numeric average even though the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ae5528aac26b6a54c8b9952b9f6373d1fa6d5f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:09:40.148093Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:09:42.553154Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:09:52.001139Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff78cc6fe6326cdaf4f4955ce7851f83bd753f2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X4. +Result preview: [{"y": "3", "avg_measure": 0.164}, {"y": "2", "avg_measure": -0.6435}, {"y": "1", "avg_measure": -3.697}, {"y": "0", "avg_measure": -12.301}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b640d5919824f8eccde4a0969c9dd802a1b1997 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_94da3c808fc870e2 +-- problem_id: v2p_n6_1a7747aeca38d528 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X4" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f46e0231be116d44259b92d807a0ae6ef442a4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X4\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X4\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"3\", \"avg_measure\": 0.164}, {\"y\": \"2\", \"avg_measure\": -0.6435}, {\"y\": \"1\", \"avg_measure\": -3.697}, {\"y\": \"0\", \"avg_measure\": -12.301}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.05}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5a0c26bc3d4d0c5bd344198cf8d811640c1b539b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:09:39.973709+00:00", + "ended_at": "2026-05-04T09:09:52.958605+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_94da3c808fc870e2", + "problem_id": "v2p_n6_1a7747aeca38d528", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X4.", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_94da3c808fc870e2.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_94da3c808fc870e2", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 203, + "total_tokens": 22943, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2752, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12931.21, + "sql_execution_elapsed_ms_total": 23.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_94da3c808fc870e2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5450a6f3867cf7d12f759783da41e37ae67ca16a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_94da3c808fc870e2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:09:52.927435+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12931.21, "started_at": "2026-05-04T09:09:39.976429+00:00", "ended_at": "2026-05-04T09:09:52.903962+00:00", "prompt_metrics": {"chars": 8505, "bytes_utf8": 8505, "lines": 300, "estimated_tokens": 2649}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22740, "cached_input_tokens": 19840, "output_tokens": 203}, "stderr_preview": "2026-05-04T09:09:40.148093Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:09:42.553154Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..599607d62e977d1e6a8398abbc460191eb3dcc6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df250-607e-7b52-8760-ec9ecb6be295"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X5\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X9\\\", predicate_col=\\\"X5\\\", predicate_op=\\\">=\\\", predicate_value=10.0, and top_k=12. Cast numeric-text feature columns to REAL for correct SQLite numeric filtering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":19840,"output_tokens":205}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6864256f38eac584438ff089b204f9e924f20e6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X5\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Applied the provided Top-k Group Sum with Filter template with group_col=\"y\", measure_col=\"X9\", predicate_col=\"X5\", predicate_op=\">=\", predicate_value=10.0, and top_k=12. Cast numeric-text feature columns to REAL for correct SQLite numeric filtering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8264daa4f7f53877a2f99572e8c67494fd8cd61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:27:27.263504Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:27:29.604680Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:27:39.605046Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cdb6e733d74d80c4cb2765af7eb72dec3410ca1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "1", "total_measure": 11316.0}, {"y": "0", "total_measure": 7215.0}, {"y": "2", "total_measure": 4224.0}, {"y": "3", "total_measure": 2253.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2ba9c50a76d40d8d0028afe04bc4533a812c7593 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_96c7427a36284a5e +-- problem_id: v2p_n6_ae05bea1f840fe7e +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X5" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c5cc01f2f1b5aa48ba1f3d0c30e579d28d0de8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X5\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X5\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 11316.0}, {\"y\": \"0\", \"total_measure\": 7215.0}, {\"y\": \"2\", \"total_measure\": 4224.0}, {\"y\": \"3\", \"total_measure\": 2253.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..49b2cf1c3970fd25fad33e6ec363c90bfbf896cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:27:23.707567+00:00", + "ended_at": "2026-05-04T09:27:40.172810+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_96c7427a36284a5e", + "problem_id": "v2p_n6_ae05bea1f840fe7e", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_96c7427a36284a5e.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_96c7427a36284a5e", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 205, + "total_tokens": 23013, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 137, + "estimated_total_tokens": 2856, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16417.18, + "sql_execution_elapsed_ms_total": 3.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_96c7427a36284a5e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab0a918a5fabbe592d8a673a6526567c7f714d21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:27:40.158975+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16417.18, "started_at": "2026-05-04T09:27:23.710683+00:00", "ended_at": "2026-05-04T09:27:40.128061+00:00", "prompt_metrics": {"chars": 8693, "bytes_utf8": 8693, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 22808, "cached_input_tokens": 19840, "output_tokens": 205}, "stderr_preview": "2026-05-04T09:27:27.263504Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:27:29.604680Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X9\\\", predicate_col=\\\"X5\\\", predicate_op=\\\">=\\\", predicate_value=10.0, and top_k=12. Cast numeric-text feature columns to REAL for correct SQLite numeric filtering and aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..814dc72488d888743e565f9edcaa09d53d90adf7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96c7427a36284a5e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_96c7427a36284a5e", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 205, + "total_tokens": 23013, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 137, + "estimated_total_tokens": 2856, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16417.18, + "sql_execution_elapsed_ms_total": 3.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_96c7427a36284a5e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96cead97a9ce444d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96cead97a9ce444d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca95bf3168b80dd1e78f9c25c4e298556c76fbd4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96cead97a9ce444d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X6": "1", "support": 325, "avg_response": 1.873846153846154}, {"X6": "2", "support": 319, "avg_response": 1.8808777429467085}, {"X6": "-2", "support": 316, "avg_response": -0.8639240506329114}, {"X6": "-1", "support": 308, "avg_response": 1.275974025974026}, {"X6": "-3", "support": 300, "avg_response": -0.05333333333333334}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96cead97a9ce444d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96cead97a9ce444d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c49d14988f9ba4031b2a951fd6af5d95e8be821 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96cead97a9ce444d/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_96cead97a9ce444d +-- problem_id: v2p_n6_0ad4e9082efa1263 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X6", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96cead97a9ce444d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96cead97a9ce444d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0eec12eaa2bc043e9c5a9e728f0e208d6be1ee2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96cead97a9ce444d/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_96cead97a9ce444d\n-- problem_id: v2p_n6_0ad4e9082efa1263\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X6\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_96cead97a9ce444d\\n-- problem_id: v2p_n6_0ad4e9082efa1263\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X6\", \"support\", \"avg_response\"], \"rows\": [{\"X6\": \"1\", \"support\": 325, \"avg_response\": 1.873846153846154}, {\"X6\": \"2\", \"support\": 319, \"avg_response\": 1.8808777429467085}, {\"X6\": \"-2\", \"support\": 316, \"avg_response\": -0.8639240506329114}, {\"X6\": \"-1\", \"support\": 308, \"avg_response\": 1.275974025974026}, {\"X6\": \"-3\", \"support\": 300, \"avg_response\": -0.05333333333333334}, {\"X6\": \"3\", \"support\": 268, \"avg_response\": 0.8432835820895522}, {\"X6\": \"4\", \"support\": 265, \"avg_response\": 0.8490566037735849}, {\"X6\": \"6\", \"support\": 263, \"avg_response\": 2.692015209125475}, {\"X6\": \"5\", \"support\": 234, \"avg_response\": 3.1452991452991452}, {\"X6\": \"-4\", \"support\": 230, \"avg_response\": -0.44782608695652176}, {\"X6\": \"0\", \"support\": 223, \"avg_response\": -0.26905829596412556}, {\"X6\": \"-5\", \"support\": 212, \"avg_response\": 1.5896226415094339}, {\"X6\": \"-6\", \"support\": 211, \"avg_response\": -0.6635071090047393}, {\"X6\": \"-7\", \"support\": 207, \"avg_response\": 0.4975845410628019}, {\"X6\": \"7\", \"support\": 195, \"avg_response\": 3.235897435897436}, {\"X6\": \"8\", \"support\": 192, \"avg_response\": 0.8385416666666666}, {\"X6\": \"-8\", \"support\": 180, \"avg_response\": -0.23333333333333334}, {\"X6\": \"9\", \"support\": 168, \"avg_response\": 3.9642857142857144}, {\"X6\": \"-9\", \"support\": 159, \"avg_response\": -2.4150943396226414}, {\"X6\": \"10\", \"support\": 154, \"avg_response\": 2.74025974025974}, {\"X6\": \"-11\", \"support\": 132, \"avg_response\": -1.5075757575757576}, {\"X6\": \"-10\", \"support\": 118, \"avg_response\": -3.516949152542373}, {\"X6\": \"11\", \"support\": 102, \"avg_response\": 5.813725490196078}, {\"X6\": \"12\", \"support\": 92, \"avg_response\": 7.195652173913044}, {\"X6\": \"13\", \"support\": 91, \"avg_response\": 6.3076923076923075}, {\"X6\": \"-12\", \"support\": 90, \"avg_response\": -6.211111111111111}, {\"X6\": \"-13\", \"support\": 87, \"avg_response\": -4.827586206896552}, {\"X6\": \"14\", \"support\": 75, \"avg_response\": 3.04}, {\"X6\": \"-14\", \"support\": 69, \"avg_response\": -1.2318840579710144}, {\"X6\": \"-18\", \"support\": 69, \"avg_response\": -6.333333333333333}, {\"X6\": \"15\", \"support\": 61, \"avg_response\": 9.901639344262295}, {\"X6\": \"16\", \"support\": 60, \"avg_response\": 7.966666666666667}, {\"X6\": \"-19\", \"support\": 53, \"avg_response\": -3.7169811320754715}, {\"X6\": \"-17\", \"support\": 53, \"avg_response\": -9.132075471698114}, {\"X6\": \"17\", \"support\": 52, \"avg_response\": 16.75}, {\"X6\": \"18\", \"support\": 51, \"avg_response\": -1.2156862745098038}, {\"X6\": \"-16\", \"support\": 51, \"avg_response\": -3.7254901960784315}, {\"X6\": \"19\", \"support\": 47, \"avg_response\": 10.191489361702128}, {\"X6\": \"-15\", \"support\": 46, \"avg_response\": -6.086956521739131}, {\"X6\": \"20\", \"support\": 42, \"avg_response\": 13.357142857142858}, {\"X6\": \"22\", \"support\": 42, \"avg_response\": 10.642857142857142}, {\"X6\": \"25\", \"support\": 40, \"avg_response\": 8.2}, {\"X6\": \"24\", \"support\": 37, \"avg_response\": 10.567567567567568}, {\"X6\": \"23\", \"support\": 36, \"avg_response\": -1.6388888888888888}, {\"X6\": \"21\", \"support\": 34, \"avg_response\": 3.735294117647059}, {\"X6\": \"-20\", \"support\": 31, \"avg_response\": -31.129032258064516}, {\"X6\": \"26\", \"support\": 27, \"avg_response\": 14.222222222222221}, {\"X6\": \"-24\", \"support\": 25, \"avg_response\": -27.28}, {\"X6\": \"30\", \"support\": 22, \"avg_response\": 2.3181818181818183}, {\"X6\": \"-22\", \"support\": 22, \"avg_response\": -2.6818181818181817}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96cead97a9ce444d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96cead97a9ce444d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b3e0bcf4a745cacd88a11d0d0f74373186056b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96cead97a9ce444d/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.116368+00:00", + "ended_at": "2026-05-04T09:50:30.126097+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_96cead97a9ce444d", + "problem_id": "v2p_n6_0ad4e9082efa1263", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X6.", + "bindings": { + "key_col": "X6", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=17", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 17, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_96cead97a9ce444d.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96cead97a9ce444d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96cead97a9ce444d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_96cead97a9ce444d/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c9c45f6da6810e8d0ab2dcb21380ebdfa233101d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8906, "bytes_utf8": 8906, "lines": 305, "estimated_tokens": 2749}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1831, "bytes_utf8": 1831, "lines": 1, "estimated_tokens": 606}, "usage": {"input_tokens": 22840, "cached_input_tokens": 19840, "output_tokens": 1420}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9d1aa4f8d12cbd187561b817bd19f45d6cea97c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_984b5474bdad2f91", + "api_calls": 0, + "input_tokens": 22840, + "cached_input_tokens": 19840, + "output_tokens": 1420, + "total_tokens": 24260, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2749, + "estimated_output_tokens": 606, + "estimated_total_tokens": 3355, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33981.38, + "sql_execution_elapsed_ms_total": 13.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_984b5474bdad2f91\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b79a4946145f29ce43e411a0f90d4f927ad80919 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:17:28.590413+00:00", + "ended_at": "2026-05-04T09:18:02.572014+00:00", + "elapsed_ms": 33981.38, + "prompt_metrics": { + "chars": 8906, + "bytes_utf8": 8906, + "lines": 305, + "estimated_tokens": 2749 + }, + "stdout_metrics": { + "chars": 2524, + "bytes_utf8": 2524, + "lines": 4, + "estimated_tokens": 936 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13155 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1831, + "bytes_utf8": 1831, + "lines": 1, + "estimated_tokens": 606 + }, + "usage": { + "input_tokens": 22840, + "cached_input_tokens": 19840, + "output_tokens": 1420 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52015fa659adcf7eb175ed9bb096f04a890540d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9, condition_col=y.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d33e8b2dc58cee893581b76fde8ec6169cdf765a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-3f5a-7bd2-b14a-716939811c26"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X9\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '1'\\n AND \\\"X9\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"y\\\",\\n 1.0 + (0.9 * (\\\"cnt\\\" - 1)) AS \\\"p\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"y\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"p\\\" AS INTEGER) AS \\\"lo\\\",\\n CAST(\\\"p\\\" AS INTEGER) + CASE WHEN \\\"p\\\" > CAST(\\\"p\\\" AS INTEGER) THEN 1 ELSE 0 END AS \\\"hi\\\",\\n \\\"p\\\"\\n FROM \\\"pos\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"y\\\",\\n CASE\\n WHEN \\\"bounds\\\".\\\"p\\\" IS NULL THEN NULL\\n WHEN \\\"bounds\\\".\\\"lo\\\" = \\\"bounds\\\".\\\"hi\\\" THEN \\\"r1\\\".\\\"measure\\\"\\n ELSE \\\"r1\\\".\\\"measure\\\" + (\\\"bounds\\\".\\\"p\\\" - \\\"bounds\\\".\\\"lo\\\") * (\\\"r2\\\".\\\"measure\\\" - \\\"r1\\\".\\\"measure\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"bounds\\\"\\n ON \\\"groups\\\".\\\"y\\\" = \\\"bounds\\\".\\\"y\\\"\\nLEFT JOIN \\\"ranked\\\" AS \\\"r1\\\"\\n ON \\\"bounds\\\".\\\"y\\\" = \\\"r1\\\".\\\"y\\\"\\n AND \\\"r1\\\".\\\"rn\\\" = \\\"bounds\\\".\\\"lo\\\"\\nLEFT JOIN \\\"ranked\\\" AS \\\"r2\\\"\\n ON \\\"bounds\\\".\\\"y\\\" = \\\"r2\\\".\\\"y\\\"\\n AND \\\"r2\\\".\\\"rn\\\" = \\\"bounds\\\".\\\"hi\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite-compatible replacement for PERCENTILE_CONT using window functions and linear interpolation at the 0.9 quantile. Because both group_col and condition_col are \\\"y\\\" with condition_value = '1', only group '1' will have a non-NULL conditional_percentile; other y groups will appear with NULL. \\\"X9\\\" is CAST from TEXT to REAL per the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22840,"cached_input_tokens":19840,"output_tokens":1420}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2aff5127b8e7341eb9430c9b44413a26cc210a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n),\n\"filtered\" AS (\n SELECT\n \"y\",\n CAST(\"X9\" AS REAL) AS \"measure\"\n FROM \"n6\"\n WHERE \"y\" = '1'\n AND \"X9\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"y\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT\n \"y\",\n 1.0 + (0.9 * (\"cnt\" - 1)) AS \"p\"\n FROM \"ranked\"\n GROUP BY \"y\", \"cnt\"\n),\n\"bounds\" AS (\n SELECT\n \"y\",\n CAST(\"p\" AS INTEGER) AS \"lo\",\n CAST(\"p\" AS INTEGER) + CASE WHEN \"p\" > CAST(\"p\" AS INTEGER) THEN 1 ELSE 0 END AS \"hi\",\n \"p\"\n FROM \"pos\"\n)\nSELECT\n \"groups\".\"y\",\n CASE\n WHEN \"bounds\".\"p\" IS NULL THEN NULL\n WHEN \"bounds\".\"lo\" = \"bounds\".\"hi\" THEN \"r1\".\"measure\"\n ELSE \"r1\".\"measure\" + (\"bounds\".\"p\" - \"bounds\".\"lo\") * (\"r2\".\"measure\" - \"r1\".\"measure\")\n END AS \"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"bounds\"\n ON \"groups\".\"y\" = \"bounds\".\"y\"\nLEFT JOIN \"ranked\" AS \"r1\"\n ON \"bounds\".\"y\" = \"r1\".\"y\"\n AND \"r1\".\"rn\" = \"bounds\".\"lo\"\nLEFT JOIN \"ranked\" AS \"r2\"\n ON \"bounds\".\"y\" = \"r2\".\"y\"\n AND \"r2\".\"rn\" = \"bounds\".\"hi\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite-compatible replacement for PERCENTILE_CONT using window functions and linear interpolation at the 0.9 quantile. Because both group_col and condition_col are \"y\" with condition_value = '1', only group '1' will have a non-NULL conditional_percentile; other y groups will appear with NULL. \"X9\" is CAST from TEXT to REAL per the schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95524db65f3ca65598cd02b6c80b4b8f1868ae0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:17:28.897900Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:17:31.246596Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:01.741857Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..718645f8afacc96652b47cc3916745a799928187 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9, condition_col=y. +Result preview: [{"y": "1", "conditional_percentile": 26.0}, {"y": "0", "conditional_percentile": null}, {"y": "2", "conditional_percentile": null}, {"y": "3", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..64b7bc4da44966f48acb9c52a7cf431c292a1e19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/generated_sql.sql @@ -0,0 +1,65 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_984b5474bdad2f91 +-- problem_id: v2p_n6_804df20367451dd7 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "y" + FROM "n6" +), +"filtered" AS ( + SELECT + "y", + CAST("X9" AS REAL) AS "measure" + FROM "n6" + WHERE "y" = '1' + AND "X9" IS NOT NULL +), +"ranked" AS ( + SELECT + "y", + "measure", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "filtered" +), +"pos" AS ( + SELECT + "y", + 1.0 + (0.9 * ("cnt" - 1)) AS "p" + FROM "ranked" + GROUP BY "y", "cnt" +), +"bounds" AS ( + SELECT + "y", + CAST("p" AS INTEGER) AS "lo", + CAST("p" AS INTEGER) + CASE WHEN "p" > CAST("p" AS INTEGER) THEN 1 ELSE 0 END AS "hi", + "p" + FROM "pos" +) +SELECT + "groups"."y", + CASE + WHEN "bounds"."p" IS NULL THEN NULL + WHEN "bounds"."lo" = "bounds"."hi" THEN "r1"."measure" + ELSE "r1"."measure" + ("bounds"."p" - "bounds"."lo") * ("r2"."measure" - "r1"."measure") + END AS "conditional_percentile" +FROM "groups" +LEFT JOIN "bounds" + ON "groups"."y" = "bounds"."y" +LEFT JOIN "ranked" AS "r1" + ON "bounds"."y" = "r1"."y" + AND "r1"."rn" = "bounds"."lo" +LEFT JOIN "ranked" AS "r2" + ON "bounds"."y" = "r2"."y" + AND "r2"."rn" = "bounds"."hi" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9d4c1836e4abdd2d1abef92b097d11311c77539 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n),\n\"filtered\" AS (\n SELECT\n \"y\",\n CAST(\"X9\" AS REAL) AS \"measure\"\n FROM \"n6\"\n WHERE \"y\" = '1'\n AND \"X9\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"y\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT\n \"y\",\n 1.0 + (0.9 * (\"cnt\" - 1)) AS \"p\"\n FROM \"ranked\"\n GROUP BY \"y\", \"cnt\"\n),\n\"bounds\" AS (\n SELECT\n \"y\",\n CAST(\"p\" AS INTEGER) AS \"lo\",\n CAST(\"p\" AS INTEGER) + CASE WHEN \"p\" > CAST(\"p\" AS INTEGER) THEN 1 ELSE 0 END AS \"hi\",\n \"p\"\n FROM \"pos\"\n)\nSELECT\n \"groups\".\"y\",\n CASE\n WHEN \"bounds\".\"p\" IS NULL THEN NULL\n WHEN \"bounds\".\"lo\" = \"bounds\".\"hi\" THEN \"r1\".\"measure\"\n ELSE \"r1\".\"measure\" + (\"bounds\".\"p\" - \"bounds\".\"lo\") * (\"r2\".\"measure\" - \"r1\".\"measure\")\n END AS \"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"bounds\"\n ON \"groups\".\"y\" = \"bounds\".\"y\"\nLEFT JOIN \"ranked\" AS \"r1\"\n ON \"bounds\".\"y\" = \"r1\".\"y\"\n AND \"r1\".\"rn\" = \"bounds\".\"lo\"\nLEFT JOIN \"ranked\" AS \"r2\"\n ON \"bounds\".\"y\" = \"r2\".\"y\"\n AND \"r2\".\"rn\" = \"bounds\".\"hi\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X9\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '1'\\n AND \\\"X9\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"y\\\",\\n 1.0 + (0.9 * (\\\"cnt\\\" - 1)) AS \\\"p\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"y\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"p\\\" AS INTEGER) AS \\\"lo\\\",\\n CAST(\\\"p\\\" AS INTEGER) + CASE WHEN \\\"p\\\" > CAST(\\\"p\\\" AS INTEGER) THEN 1 ELSE 0 END AS \\\"hi\\\",\\n \\\"p\\\"\\n FROM \\\"pos\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"y\\\",\\n CASE\\n WHEN \\\"bounds\\\".\\\"p\\\" IS NULL THEN NULL\\n WHEN \\\"bounds\\\".\\\"lo\\\" = \\\"bounds\\\".\\\"hi\\\" THEN \\\"r1\\\".\\\"measure\\\"\\n ELSE \\\"r1\\\".\\\"measure\\\" + (\\\"bounds\\\".\\\"p\\\" - \\\"bounds\\\".\\\"lo\\\") * (\\\"r2\\\".\\\"measure\\\" - \\\"r1\\\".\\\"measure\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"bounds\\\"\\n ON \\\"groups\\\".\\\"y\\\" = \\\"bounds\\\".\\\"y\\\"\\nLEFT JOIN \\\"ranked\\\" AS \\\"r1\\\"\\n ON \\\"bounds\\\".\\\"y\\\" = \\\"r1\\\".\\\"y\\\"\\n AND \\\"r1\\\".\\\"rn\\\" = \\\"bounds\\\".\\\"lo\\\"\\nLEFT JOIN \\\"ranked\\\" AS \\\"r2\\\"\\n ON \\\"bounds\\\".\\\"y\\\" = \\\"r2\\\".\\\"y\\\"\\n AND \\\"r2\\\".\\\"rn\\\" = \\\"bounds\\\".\\\"hi\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"y\", \"conditional_percentile\"], \"rows\": [{\"y\": \"1\", \"conditional_percentile\": 26.0}, {\"y\": \"0\", \"conditional_percentile\": null}, {\"y\": \"2\", \"conditional_percentile\": null}, {\"y\": \"3\", \"conditional_percentile\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..868c66ed8d2022e0998109ac1d98638b4c9b1380 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:17:28.587796+00:00", + "ended_at": "2026-05-04T09:18:02.616972+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_984b5474bdad2f91", + "problem_id": "v2p_n6_804df20367451dd7", + "dataset_id": "n6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9, condition_col=y.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_984b5474bdad2f91.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_984b5474bdad2f91", + "api_calls": 0, + "input_tokens": 22840, + "cached_input_tokens": 19840, + "output_tokens": 1420, + "total_tokens": 24260, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2749, + "estimated_output_tokens": 606, + "estimated_total_tokens": 3355, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33981.38, + "sql_execution_elapsed_ms_total": 13.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_984b5474bdad2f91\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02fbe7126f69351c3902ac75f07d0bb77d12e924 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:02.594908+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 33981.38, "started_at": "2026-05-04T09:17:28.590413+00:00", "ended_at": "2026-05-04T09:18:02.572014+00:00", "prompt_metrics": {"chars": 8906, "bytes_utf8": 8906, "lines": 305, "estimated_tokens": 2749}, "response_metrics": {"chars": 1831, "bytes_utf8": 1831, "lines": 1, "estimated_tokens": 606}, "usage": {"input_tokens": 22840, "cached_input_tokens": 19840, "output_tokens": 1420}, "stderr_preview": "2026-05-04T09:17:28.897900Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:17:31.246596Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST(\\\"p\\\" AS INTEGER) THEN 1 ELSE 0 END AS \\\"hi\\\",\\n \\\"p\\\"\\n FROM \\\"pos\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"y\\\",\\n CASE\\n WHEN \\\"bounds\\\".\\\"p\\\" IS NULL THEN NULL\\n WHEN \\\"bounds\\\".\\\"lo\\\" = \\\"bounds\\\".\\\"hi\\\" THEN \\\"r1\\\".\\\"measure\\\"\\n ELSE \\\"r1\\\".\\\"measure\\\" "} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..741c4b79d747e2c196c3a14cc6e989681ed15433 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_984b5474bdad2f91/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_984b5474bdad2f91", + "api_calls": 0, + "input_tokens": 22840, + "cached_input_tokens": 19840, + "output_tokens": 1420, + "total_tokens": 24260, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2749, + "estimated_output_tokens": 606, + "estimated_total_tokens": 3355, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33981.38, + "sql_execution_elapsed_ms_total": 13.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_984b5474bdad2f91\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4df70ed6f00bdf91ee5d04be4145f278c09d0e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 933, "bytes_utf8": 933, "lines": 1, "estimated_tokens": 304}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 987}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4efc724a650c6ed49afea0207fd0664eabc3dc21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_98fec73ab3e859e7", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 987, + "total_tokens": 23754, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 304, + "estimated_total_tokens": 2980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27517.57, + "sql_execution_elapsed_ms_total": 37.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_98fec73ab3e859e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4a4f4d9a927bc8bff7a0561a3a5605dba5aa92e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:40:05.662019+00:00", + "ended_at": "2026-05-04T09:40:33.179814+00:00", + "elapsed_ms": 27517.57, + "prompt_metrics": { + "chars": 8598, + "bytes_utf8": 8598, + "lines": 300, + "estimated_tokens": 2676 + }, + "stdout_metrics": { + "chars": 1384, + "bytes_utf8": 1384, + "lines": 4, + "estimated_tokens": 489 + }, + "stderr_metrics": { + "chars": 21975, + "bytes_utf8": 21975, + "lines": 30, + "estimated_tokens": 12434 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 933, + "bytes_utf8": 933, + "lines": 1, + "estimated_tokens": 304 + }, + "usage": { + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 987 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cfbac7a4d606c70704a9bbcc972c63d1b0c4f94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c0f4fdb0aa234a4c5c9d7e507bbc02002d1acb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25b-f426-7ee2-a490-102a99b48972"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X7\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X7\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X7\\\" IS NOT NULL\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"y\\\",\\n MIN(\\\"rn\\\") AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE 1.0 * \\\"rn\\\" / \\\"cnt\\\" >= 0.9\\n GROUP BY \\\"y\\\"\\n)\\nSELECT\\n r.\\\"y\\\",\\n r.\\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"y\\\" = t.\\\"y\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group. \\\"X7\\\" is cast from TEXT to REAL before ordering and returning the percentile measure.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":987}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cfb062e002e5e4da318598608d692a4014a125c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X7\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X7\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X7\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"y\",\n MIN(\"rn\") AS \"target_rn\"\n FROM \"ranked\"\n WHERE 1.0 * \"rn\" / \"cnt\" >= 0.9\n GROUP BY \"y\"\n)\nSELECT\n r.\"y\",\n r.\"measure\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target\" AS t\n ON r.\"y\" = t.\"y\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group. \"X7\" is cast from TEXT to REAL before ordering and returning the percentile measure."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c82121d0f733201db8ca5203e4292d81824c204 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T09:40:05.872264Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:40:08.250421Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:40:32.397564Z WARN codex_analytics::client: events failed with status 403 Forbidden: Just a moment...
diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecc09bbf86ef5afa8b90228ada3f11053a879641 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7. +Result preview: [{"y": "0", "percentile_measure": 75.0}, {"y": "1", "percentile_measure": 15.0}, {"y": "3", "percentile_measure": 10.0}, {"y": "2", "percentile_measure": 6.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0674c7dd2a93da7d5b76ed0198441dfc87dafc5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/generated_sql.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_98fec73ab3e859e7 +-- problem_id: v2p_n6_48cf65c2888ab57a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X7" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X7" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X7" IS NOT NULL +), +"target" AS ( + SELECT + "y", + MIN("rn") AS "target_rn" + FROM "ranked" + WHERE 1.0 * "rn" / "cnt" >= 0.9 + GROUP BY "y" +) +SELECT + r."y", + r."measure" AS "percentile_measure" +FROM "ranked" AS r +JOIN "target" AS t + ON r."y" = t."y" + AND r."rn" = t."target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14a6be7603711a510cda89ed79a7955e25729ff0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X7\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X7\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X7\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"y\",\n MIN(\"rn\") AS \"target_rn\"\n FROM \"ranked\"\n WHERE 1.0 * \"rn\" / \"cnt\" >= 0.9\n GROUP BY \"y\"\n)\nSELECT\n r.\"y\",\n r.\"measure\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target\" AS t\n ON r.\"y\" = t.\"y\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X7\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X7\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X7\\\" IS NOT NULL\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"y\\\",\\n MIN(\\\"rn\\\") AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE 1.0 * \\\"rn\\\" / \\\"cnt\\\" >= 0.9\\n GROUP BY \\\"y\\\"\\n)\\nSELECT\\n r.\\\"y\\\",\\n r.\\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"y\\\" = t.\\\"y\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 75.0}, {\"y\": \"1\", \"percentile_measure\": 15.0}, {\"y\": \"3\", \"percentile_measure\": 10.0}, {\"y\": \"2\", \"percentile_measure\": 6.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 37.24}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0a2a8ede2d281ffd7b4a4e93b33ba16996a34a8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:40:05.659465+00:00", + "ended_at": "2026-05-04T09:40:33.246622+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_98fec73ab3e859e7", + "problem_id": "v2p_n6_48cf65c2888ab57a", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_98fec73ab3e859e7.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_98fec73ab3e859e7", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 987, + "total_tokens": 23754, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 304, + "estimated_total_tokens": 2980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27517.57, + "sql_execution_elapsed_ms_total": 37.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_98fec73ab3e859e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b050c85c8adbd2e205374046c9c02ce95406acb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:40:33.199932+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 27517.57, "started_at": "2026-05-04T09:40:05.662019+00:00", "ended_at": "2026-05-04T09:40:33.179814+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 933, "bytes_utf8": 933, "lines": 1, "estimated_tokens": 304}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 987}, "stderr_preview": "2026-05-04T09:40:05.872264Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:40:08.250421Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9\\n GROUP BY \\\"y\\\"\\n)\\nSELECT\\n r.\\\"y\\\",\\n r.\\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"y\\\" = t.\\\"y\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group. \\\"X7\\\" is cast from TEXT to REAL before ordering and returning the percentile measure.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c8aefb82d75ac1e7eebe985b2eeadbce24300e07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_98fec73ab3e859e7", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 987, + "total_tokens": 23754, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 304, + "estimated_total_tokens": 2980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27517.57, + "sql_execution_elapsed_ms_total": 37.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_98fec73ab3e859e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_997fbb4306e3db27/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_997fbb4306e3db27/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2fd276ca807b45c247c0fc269753ea044da4f66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_997fbb4306e3db27/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X7": "-1", "support": 377, "avg_response": -1.297082228116711}, {"X7": "1", "support": 353, "avg_response": 0.6062322946175638}, {"X7": "-4", "support": 349, "avg_response": -2.567335243553009}, {"X7": "-2", "support": 342, "avg_response": -1.9824561403508771}, {"X7": "0", "support": 310, "avg_response": -0.2161290322580645}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_997fbb4306e3db27/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_997fbb4306e3db27/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..38235aca77bbd5974eb11df7704173f621b65a16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_997fbb4306e3db27/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_997fbb4306e3db27 +-- problem_id: v2p_n6_85f4ef81e7b7fcce +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X7", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_997fbb4306e3db27/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_997fbb4306e3db27/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b8d5835c626fc34be56bd52f5959d5d7d7ca9ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_997fbb4306e3db27/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_997fbb4306e3db27\n-- problem_id: v2p_n6_85f4ef81e7b7fcce\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X7\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X7\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_997fbb4306e3db27\\n-- problem_id: v2p_n6_85f4ef81e7b7fcce\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X7\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X7\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X7\", \"support\", \"avg_response\"], \"rows\": [{\"X7\": \"-1\", \"support\": 377, \"avg_response\": -1.297082228116711}, {\"X7\": \"1\", \"support\": 353, \"avg_response\": 0.6062322946175638}, {\"X7\": \"-4\", \"support\": 349, \"avg_response\": -2.567335243553009}, {\"X7\": \"-2\", \"support\": 342, \"avg_response\": -1.9824561403508771}, {\"X7\": \"0\", \"support\": 310, \"avg_response\": -0.2161290322580645}, {\"X7\": \"-5\", \"support\": 306, \"avg_response\": -3.6862745098039214}, {\"X7\": \"-3\", \"support\": 305, \"avg_response\": -4.00655737704918}, {\"X7\": \"2\", \"support\": 304, \"avg_response\": 0.5}, {\"X7\": \"3\", \"support\": 280, \"avg_response\": 2.132142857142857}, {\"X7\": \"5\", \"support\": 244, \"avg_response\": 0.7418032786885246}, {\"X7\": \"4\", \"support\": 237, \"avg_response\": 2.8227848101265822}, {\"X7\": \"-6\", \"support\": 237, \"avg_response\": -5.185654008438819}, {\"X7\": \"6\", \"support\": 211, \"avg_response\": 4.450236966824645}, {\"X7\": \"7\", \"support\": 182, \"avg_response\": 3.9615384615384617}, {\"X7\": \"-7\", \"support\": 179, \"avg_response\": -4.675977653631285}, {\"X7\": \"-8\", \"support\": 175, \"avg_response\": -7.862857142857143}, {\"X7\": \"8\", \"support\": 156, \"avg_response\": 4.5256410256410255}, {\"X7\": \"-9\", \"support\": 139, \"avg_response\": -8.841726618705035}, {\"X7\": \"9\", \"support\": 131, \"avg_response\": 3.427480916030534}, {\"X7\": \"-11\", \"support\": 121, \"avg_response\": -9.305785123966942}, {\"X7\": \"-10\", \"support\": 118, \"avg_response\": -8.85593220338983}, {\"X7\": \"10\", \"support\": 111, \"avg_response\": 7.504504504504505}, {\"X7\": \"-12\", \"support\": 92, \"avg_response\": -8.695652173913043}, {\"X7\": \"11\", \"support\": 91, \"avg_response\": 5.153846153846154}, {\"X7\": \"-13\", \"support\": 86, \"avg_response\": -7.569767441860465}, {\"X7\": \"12\", \"support\": 82, \"avg_response\": 5.646341463414634}, {\"X7\": \"13\", \"support\": 77, \"avg_response\": 1.0649350649350648}, {\"X7\": \"14\", \"support\": 70, \"avg_response\": 0.5571428571428572}, {\"X7\": \"-14\", \"support\": 70, \"avg_response\": -15.057142857142857}, {\"X7\": \"-16\", \"support\": 52, \"avg_response\": -6.076923076923077}, {\"X7\": \"-15\", \"support\": 52, \"avg_response\": -8.98076923076923}, {\"X7\": \"-17\", \"support\": 51, \"avg_response\": -11.313725490196079}, {\"X7\": \"16\", \"support\": 47, \"avg_response\": 7.8936170212765955}, {\"X7\": \"-18\", \"support\": 46, \"avg_response\": -4.804347826086956}, {\"X7\": \"-19\", \"support\": 39, \"avg_response\": -11.35897435897436}, {\"X7\": \"-21\", \"support\": 39, \"avg_response\": -15.102564102564102}, {\"X7\": \"19\", \"support\": 37, \"avg_response\": 0.32432432432432434}, {\"X7\": \"15\", \"support\": 36, \"avg_response\": 8.805555555555555}, {\"X7\": \"-23\", \"support\": 35, \"avg_response\": -8.285714285714286}, {\"X7\": \"21\", \"support\": 34, \"avg_response\": 1.911764705882353}, {\"X7\": \"18\", \"support\": 32, \"avg_response\": 8.3125}, {\"X7\": \"17\", \"support\": 29, \"avg_response\": 1.7241379310344827}, {\"X7\": \"-20\", \"support\": 27, \"avg_response\": -16.85185185185185}, {\"X7\": \"-30\", \"support\": 25, \"avg_response\": -1.36}, {\"X7\": \"20\", \"support\": 24, \"avg_response\": 10.208333333333334}, {\"X7\": \"-26\", \"support\": 24, \"avg_response\": -4.875}, {\"X7\": \"-24\", \"support\": 23, \"avg_response\": -12.73913043478261}, {\"X7\": \"-29\", \"support\": 22, \"avg_response\": -17.272727272727273}, {\"X7\": \"23\", \"support\": 21, \"avg_response\": 29.0}, {\"X7\": \"-27\", \"support\": 21, \"avg_response\": 3.142857142857143}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.64}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_997fbb4306e3db27/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_997fbb4306e3db27/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..39ba5388918a96ce6ce2e6d64d3a1bde337db863 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_997fbb4306e3db27/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.203326+00:00", + "ended_at": "2026-05-04T09:50:30.213067+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_997fbb4306e3db27", + "problem_id": "v2p_n6_85f4ef81e7b7fcce", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X7.", + "bindings": { + "key_col": "X7", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=24", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 24, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_997fbb4306e3db27.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_997fbb4306e3db27/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_997fbb4306e3db27/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_997fbb4306e3db27/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5497b1bec47c7972dd83a0bb5f0e890593c3ffdd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8706, "bytes_utf8": 8706, "lines": 302, "estimated_tokens": 2714}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 508, "bytes_utf8": 508, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22803, "cached_input_tokens": 21888, "output_tokens": 192}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8364a1e680b011727219cdd8bb9ec7919311eada --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_9d564f29e20479c3", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 21888, + "output_tokens": 192, + "total_tokens": 22995, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2848, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12327.05, + "sql_execution_elapsed_ms_total": 7.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_9d564f29e20479c3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8b97f4f8323ac6fa9ec131ebcc05f997009e4fa7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:23:00.703532+00:00", + "ended_at": "2026-05-04T09:23:13.030416+00:00", + "elapsed_ms": 12327.05, + "prompt_metrics": { + "chars": 8706, + "bytes_utf8": 8706, + "lines": 302, + "estimated_tokens": 2714 + }, + "stdout_metrics": { + "chars": 848, + "bytes_utf8": 848, + "lines": 4, + "estimated_tokens": 249 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13187 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 508, + "bytes_utf8": 508, + "lines": 1, + "estimated_tokens": 134 + }, + "usage": { + "input_tokens": 22803, + "cached_input_tokens": 21888, + "output_tokens": 192 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..140eef17ab01f3e995faba1b2c725cc10d413e3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X13.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "entity_col": "X13", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..922b30cd5630adf3b4c39367fca49e5c1a1dd142 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-5073-7011-8825-c79dd901fb92"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X13\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X13\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X13\\\", and entity_col=\\\"X13\\\". CAST(\\\"X13\\\" AS REAL) is applied because the schema stores feature values as TEXT while the measure is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":21888,"output_tokens":192}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02902011c972a79af2cd43e7446c47e4360ecebb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X13\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X13\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X13\", and entity_col=\"X13\". CAST(\"X13\" AS REAL) is applied because the schema stores feature values as TEXT while the measure is numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61110fcee01c180dd0bd53bbf5f595dae707d543 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:00.913435Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:03.274064Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:12.231932Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..32adeec80912c22084c72e8637de2e6bce63861b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X13. +Result preview: [{"y": "3", "support": 2000, "avg_measure": 0.4795, "distinct_entities": 100}, {"y": "2", "support": 2000, "avg_measure": -0.3165, "distinct_entities": 99}, {"y": "1", "support": 2000, "avg_measure": 5.546, "distinct_entities": 121}, {"y": "0", "support": 2000, "avg_measure": -14.365, "distinct_entities": 340}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c34adb57fb2a5fc98e3ee2f9995d4776c35d8ce6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_9d564f29e20479c3 +-- problem_id: v2p_n6_b9185b4662f8a1f3 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X13" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X13") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6d4bac807d565b6750d1608d9822a88c00d5c0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X13\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X13\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X13\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X13\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": 0.4795, \"distinct_entities\": 100}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": -0.3165, \"distinct_entities\": 99}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": 5.546, \"distinct_entities\": 121}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -14.365, \"distinct_entities\": 340}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b0b00176ed151ba5c23fe936b36fed8f49b257f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:23:00.699757+00:00", + "ended_at": "2026-05-04T09:23:13.069781+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_9d564f29e20479c3", + "problem_id": "v2p_n6_b9185b4662f8a1f3", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X13.", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "entity_col": "X13", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_9d564f29e20479c3.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_9d564f29e20479c3", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 21888, + "output_tokens": 192, + "total_tokens": 22995, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2848, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12327.05, + "sql_execution_elapsed_ms_total": 7.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_9d564f29e20479c3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1d9076dfde73e5a1d199fd744b055a30fad0dc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d564f29e20479c3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:13.052679+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12327.05, "started_at": "2026-05-04T09:23:00.703532+00:00", "ended_at": "2026-05-04T09:23:13.030416+00:00", "prompt_metrics": {"chars": 8706, "bytes_utf8": 8706, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 508, "bytes_utf8": 508, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22803, "cached_input_tokens": 21888, "output_tokens": 192}, "stderr_preview": "2026-05-04T09:23:00.913435Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:03.274064Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X3.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "entity_col": "X3", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32382eaa1cb94a3fd9accc0194e83ed8ea0e8388 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-e221-7db3-b5f4-1af414865d65"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X3\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X3\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X3\\\", entity_col=\\\"X3\\\", and cast \\\"X3\\\" to REAL for SQLite-compatible averaging because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":22400,"output_tokens":225}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1249a51655ca5e48d1ec5a4af53e77da16a4e27d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X3\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X3\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X3\", entity_col=\"X3\", and cast \"X3\" to REAL for SQLite-compatible averaging because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaca957f2428834ef4fc9f45772e6257c4425e9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:25:49.357950Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:25:51.764919Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:26:01.850304Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3daee3c67be3b2205cc8ec1a22ed1ffce7a65eba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X3. +Result preview: [{"y": "3", "support": 2000, "avg_measure": -0.341, "distinct_entities": 48}, {"y": "2", "support": 2000, "avg_measure": -0.4465, "distinct_entities": 31}, {"y": "1", "support": 2000, "avg_measure": 0.072, "distinct_entities": 96}, {"y": "0", "support": 2000, "avg_measure": -12.2345, "distinct_entities": 339}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa77664091039223bcdf4eaf0fc4c7968d6e176a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_9d7157a49ee827c9 +-- problem_id: v2p_n6_1725feb44420ec12 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X3" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X3") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0560237ac0ac1924f86e5abaa545d7d63cc35864 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X3\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X3\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X3\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X3\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": -0.341, \"distinct_entities\": 48}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": -0.4465, \"distinct_entities\": 31}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": 0.072, \"distinct_entities\": 96}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -12.2345, \"distinct_entities\": 339}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15fbfc6174d3cd401a7716185d66612ec4b58b9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:25:49.092180+00:00", + "ended_at": "2026-05-04T09:26:02.819837+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_9d7157a49ee827c9", + "problem_id": "v2p_n6_1725feb44420ec12", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X3.", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "entity_col": "X3", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_9d7157a49ee827c9.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_9d7157a49ee827c9", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 22400, + "output_tokens": 225, + "total_tokens": 23028, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2842, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13691.2, + "sql_execution_elapsed_ms_total": 6.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_9d7157a49ee827c9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88bbecdf8b96768aae43bfae1e4fef04de948086 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9d7157a49ee827c9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:26:02.805630+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13691.2, "started_at": "2026-05-04T09:25:49.094766+00:00", "ended_at": "2026-05-04T09:26:02.786331+00:00", "prompt_metrics": {"chars": 8706, "bytes_utf8": 8706, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22803, "cached_input_tokens": 22400, "output_tokens": 225}, "stderr_preview": "2026-05-04T09:25:49.357950Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:25:51.764919Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2ec2d0d6685a608cbd928a386f7ffb8fe6fb10e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_9f4fbcaf5aaaf871\n-- problem_id: v2p_n6_4cd6c3013e8cfc4e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X4\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X4\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_9f4fbcaf5aaaf871\\n-- problem_id: v2p_n6_4cd6c3013e8cfc4e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X4\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X4\", \"support\", \"avg_response\"], \"rows\": [{\"X4\": \"-1\", \"support\": 304, \"avg_response\": 0.12171052631578948}, {\"X4\": \"2\", \"support\": 301, \"avg_response\": 1.521594684385382}, {\"X4\": \"-3\", \"support\": 286, \"avg_response\": 0.6153846153846154}, {\"X4\": \"3\", \"support\": 280, \"avg_response\": 0.07142857142857142}, {\"X4\": \"-4\", \"support\": 279, \"avg_response\": -0.22939068100358423}, {\"X4\": \"-2\", \"support\": 262, \"avg_response\": -0.2824427480916031}, {\"X4\": \"-5\", \"support\": 258, \"avg_response\": 0.1821705426356589}, {\"X4\": \"1\", \"support\": 250, \"avg_response\": -0.02}, {\"X4\": \"-6\", \"support\": 236, \"avg_response\": -0.0847457627118644}, {\"X4\": \"4\", \"support\": 235, \"avg_response\": 0.5829787234042553}, {\"X4\": \"5\", \"support\": 214, \"avg_response\": 1.7149532710280373}, {\"X4\": \"6\", \"support\": 210, \"avg_response\": 0.10476190476190476}, {\"X4\": \"-7\", \"support\": 200, \"avg_response\": -1.05}, {\"X4\": \"0\", \"support\": 193, \"avg_response\": 0.5181347150259067}, {\"X4\": \"-8\", \"support\": 187, \"avg_response\": -0.8288770053475936}, {\"X4\": \"7\", \"support\": 175, \"avg_response\": 0.18857142857142858}, {\"X4\": \"8\", \"support\": 160, \"avg_response\": 0.93125}, {\"X4\": \"-9\", \"support\": 145, \"avg_response\": -1.089655172413793}, {\"X4\": \"-10\", \"support\": 140, \"avg_response\": -1.292857142857143}, {\"X4\": \"9\", \"support\": 137, \"avg_response\": 0.8029197080291971}, {\"X4\": \"-12\", \"support\": 131, \"avg_response\": -0.24427480916030533}, {\"X4\": \"-11\", \"support\": 121, \"avg_response\": 0.2727272727272727}, {\"X4\": \"11\", \"support\": 114, \"avg_response\": 3.8771929824561404}, {\"X4\": \"10\", \"support\": 106, \"avg_response\": 2.4245283018867925}, {\"X4\": \"-14\", \"support\": 99, \"avg_response\": -2.4343434343434343}, {\"X4\": \"-13\", \"support\": 95, \"avg_response\": 0.4631578947368421}, {\"X4\": \"13\", \"support\": 93, \"avg_response\": 1.2365591397849462}, {\"X4\": \"12\", \"support\": 88, \"avg_response\": 3.9318181818181817}, {\"X4\": \"-15\", \"support\": 77, \"avg_response\": 4.090909090909091}, {\"X4\": \"14\", \"support\": 76, \"avg_response\": -0.06578947368421052}, {\"X4\": \"-16\", \"support\": 72, \"avg_response\": -1.9305555555555556}, {\"X4\": \"17\", \"support\": 64, \"avg_response\": 2.953125}, {\"X4\": \"-18\", \"support\": 61, \"avg_response\": -7.80327868852459}, {\"X4\": \"16\", \"support\": 54, \"avg_response\": 3.111111111111111}, {\"X4\": \"-17\", \"support\": 54, \"avg_response\": 1.5925925925925926}, {\"X4\": \"15\", \"support\": 47, \"avg_response\": 4.0638297872340425}, {\"X4\": \"20\", \"support\": 40, \"avg_response\": 9.925}, {\"X4\": \"19\", \"support\": 40, \"avg_response\": 5.725}, {\"X4\": \"-21\", \"support\": 40, \"avg_response\": -4.275}, {\"X4\": \"-20\", \"support\": 40, \"avg_response\": -4.85}, {\"X4\": \"-19\", \"support\": 36, \"avg_response\": -7.333333333333333}, {\"X4\": \"-27\", \"support\": 36, \"avg_response\": -11.694444444444445}, {\"X4\": \"-23\", \"support\": 35, \"avg_response\": 1.4}, {\"X4\": \"-22\", \"support\": 35, \"avg_response\": -5.542857142857143}, {\"X4\": \"-24\", \"support\": 34, \"avg_response\": 2.411764705882353}, {\"X4\": \"-25\", \"support\": 34, \"avg_response\": -10.617647058823529}, {\"X4\": \"18\", \"support\": 33, \"avg_response\": 5.484848484848484}, {\"X4\": \"23\", \"support\": 33, \"avg_response\": 3.5454545454545454}, {\"X4\": \"26\", \"support\": 33, \"avg_response\": 2.6363636363636362}, {\"X4\": \"21\", \"support\": 32, \"avg_response\": 1.84375}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.81}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f49142d8da183d2ae040faef39dfe7a8f6a07c15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.041744+00:00", + "ended_at": "2026-05-04T09:50:30.051911+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_9f4fbcaf5aaaf871", + "problem_id": "v2p_n6_4cd6c3013e8cfc4e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X4.", + "bindings": { + "key_col": "X4", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_9f4fbcaf5aaaf871.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b02af3f13016ffa84a449222dcd7d838b0159533 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8505, "bytes_utf8": 8505, "lines": 300, "estimated_tokens": 2650}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22741, "cached_input_tokens": 19840, "output_tokens": 143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a24542e503354f3274b886a7b24ca28a85799f69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_9fcc710659e47180", + "api_calls": 0, + "input_tokens": 22741, + "cached_input_tokens": 19840, + "output_tokens": 143, + "total_tokens": 22884, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2650, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2751, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11604.68, + "sql_execution_elapsed_ms_total": 22.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_9fcc710659e47180\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5c00037ed9ea3520766a445041276a2d3aa80bc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:09:04.580288+00:00", + "ended_at": "2026-05-04T09:09:16.184844+00:00", + "elapsed_ms": 11604.68, + "prompt_metrics": { + "chars": 8505, + "bytes_utf8": 8505, + "lines": 300, + "estimated_tokens": 2650 + }, + "stdout_metrics": { + "chars": 726, + "bytes_utf8": 726, + "lines": 4, + "estimated_tokens": 210 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13158 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 398, + "bytes_utf8": 398, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 22741, + "cached_input_tokens": 19840, + "output_tokens": 143 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..620f650ac811cf9ccdc918a96ccd869cb52ea823 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X3.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f55c4f2543f8d0e6c93546021e38672ade0f7fa2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23f-8e44-7271-939a-69d219ead8b7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X3\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X3\\\". CAST(\\\"X3\\\" AS REAL) is used because the schema stores numeric-looking feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22741,"cached_input_tokens":19840,"output_tokens":143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6de633ac8c9eddf98ae3a665d65ed661609e5c86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X3\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col=\"y\" and measure_col=\"X3\". CAST(\"X3\" AS REAL) is used because the schema stores numeric-looking feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9bdf85a1f802a25a05915685304bdc3d9e22673 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:09:04.773048Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:09:07.079501Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:09:15.383230Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8007c8abaef09a58fcda264bf1cd68c99fb2f19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X3. +Result preview: [{"y": "1", "avg_measure": 0.072}, {"y": "3", "avg_measure": -0.341}, {"y": "2", "avg_measure": -0.4465}, {"y": "0", "avg_measure": -12.2345}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c0c139124e557a1faaef9e3816dc22df485dbf7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_9fcc710659e47180 +-- problem_id: v2p_n6_51bfddaf6c62c336 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X3" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..915704ea5572d153b74412470a11dfd42e4dd94c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X3\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X3\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 0.072}, {\"y\": \"3\", \"avg_measure\": -0.341}, {\"y\": \"2\", \"avg_measure\": -0.4465}, {\"y\": \"0\", \"avg_measure\": -12.2345}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c4d8e20af8f12721d81b49034b1e507ae2faa575 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:09:04.577246+00:00", + "ended_at": "2026-05-04T09:09:16.233622+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_9fcc710659e47180", + "problem_id": "v2p_n6_51bfddaf6c62c336", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X3.", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_9fcc710659e47180.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_9fcc710659e47180", + "api_calls": 0, + "input_tokens": 22741, + "cached_input_tokens": 19840, + "output_tokens": 143, + "total_tokens": 22884, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2650, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2751, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11604.68, + "sql_execution_elapsed_ms_total": 22.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_9fcc710659e47180\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d11d436f79584d14e650e73857210b18558cbcf6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_9fcc710659e47180/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:09:16.203661+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11604.68, "started_at": "2026-05-04T09:09:04.580288+00:00", "ended_at": "2026-05-04T09:09:16.184844+00:00", "prompt_metrics": {"chars": 8505, "bytes_utf8": 8505, "lines": 300, "estimated_tokens": 2650}, "response_metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22741, "cached_input_tokens": 19840, "output_tokens": 143}, "stderr_preview": "2026-05-04T09:09:04.773048Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:09:07.079501Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "entity_col": "X16", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..39855e4d648f2bc6e56dfbc3f31eca79bb4f263e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-b65d-7850-87b4-eb703c56e428"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X16\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X16\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Applied the planned Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X16\\\", and entity_col=\\\"X16\\\". Cast \\\"X16\\\" to REAL for SQLite-safe numeric averaging because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":19840,"output_tokens":215}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2839cae37f3ef807136678f37c85e3bbd32880f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X16\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X16\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 18;","notes":"Applied the planned Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X16\", and entity_col=\"X16\". Cast \"X16\" to REAL for SQLite-safe numeric averaging because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0015b88bd7b716cc11ab3cf386169f89eea6cb0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:32.540670Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:24:34.960473Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:44.161938Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5603154a70a72f71e8120b638ab67d4812c4187 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X16. +Result preview: [{"y": "3", "support": 2000, "avg_measure": -0.048, "distinct_entities": 39}, {"y": "2", "support": 2000, "avg_measure": 0.0355, "distinct_entities": 27}, {"y": "1", "support": 2000, "avg_measure": -1.6125, "distinct_entities": 58}, {"y": "0", "support": 2000, "avg_measure": -14.83, "distinct_entities": 340}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1b7308b3cc826d81acc9eab29200ad60705bff0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_a1348aa5ae8a42a7 +-- problem_id: v2p_n6_432e4abda13cab4d +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X16" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X16") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98aafafb174673e308fdb63fc08aedcaa6420aa4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X16\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X16\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X16\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X16\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": -0.048, \"distinct_entities\": 39}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": 0.0355, \"distinct_entities\": 27}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": -1.6125, \"distinct_entities\": 58}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -14.83, \"distinct_entities\": 340}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.74}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6c9aaf2278f366013fa741b83e28c0d8aca7707 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:24:32.323816+00:00", + "ended_at": "2026-05-04T09:24:44.915060+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_a1348aa5ae8a42a7", + "problem_id": "v2p_n6_432e4abda13cab4d", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X16.", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "entity_col": "X16", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_a1348aa5ae8a42a7.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_a1348aa5ae8a42a7", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 19840, + "output_tokens": 215, + "total_tokens": 23018, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2845, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12554.44, + "sql_execution_elapsed_ms_total": 6.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_a1348aa5ae8a42a7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6d42c2d9eca8cc19a26bec15f38017ffb25584f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a1348aa5ae8a42a7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:44.900308+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12554.44, "started_at": "2026-05-04T09:24:32.325336+00:00", "ended_at": "2026-05-04T09:24:44.877104+00:00", "prompt_metrics": {"chars": 8707, "bytes_utf8": 8707, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22803, "cached_input_tokens": 19840, "output_tokens": 215}, "stderr_preview": "2026-05-04T09:24:32.540670Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:24:34.960473Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dafb087c8c1ff21e619339b23b72c32177a33c5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_a16aff7f85a30d60\n-- problem_id: v2p_n6_11b81d6ed1ad74b5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X16\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X16\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_a16aff7f85a30d60\\n-- problem_id: v2p_n6_11b81d6ed1ad74b5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X16\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X16\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X16\", \"support\", \"avg_response\"], \"rows\": [{\"X16\": \"1\", \"support\": 506, \"avg_response\": -0.7865612648221344}, {\"X16\": \"2\", \"support\": 494, \"avg_response\": 0.7064777327935222}, {\"X16\": \"-2\", \"support\": 478, \"avg_response\": -1.5502092050209204}, {\"X16\": \"-1\", \"support\": 463, \"avg_response\": -1.488120950323974}, {\"X16\": \"-3\", \"support\": 450, \"avg_response\": -1.9333333333333333}, {\"X16\": \"3\", \"support\": 429, \"avg_response\": 1.0256410256410255}, {\"X16\": \"0\", \"support\": 386, \"avg_response\": -0.6813471502590673}, {\"X16\": \"-4\", \"support\": 338, \"avg_response\": -3.198224852071006}, {\"X16\": \"4\", \"support\": 317, \"avg_response\": 1.1703470031545742}, {\"X16\": \"5\", \"support\": 270, \"avg_response\": -0.1111111111111111}, {\"X16\": \"-5\", \"support\": 246, \"avg_response\": -4.849593495934959}, {\"X16\": \"-6\", \"support\": 217, \"avg_response\": -4.28110599078341}, {\"X16\": \"6\", \"support\": 213, \"avg_response\": 0.8169014084507042}, {\"X16\": \"-7\", \"support\": 177, \"avg_response\": -7.242937853107344}, {\"X16\": \"7\", \"support\": 137, \"avg_response\": -0.25547445255474455}, {\"X16\": \"-8\", \"support\": 137, \"avg_response\": -6.824817518248175}, {\"X16\": \"8\", \"support\": 112, \"avg_response\": 3.232142857142857}, {\"X16\": \"-9\", \"support\": 93, \"avg_response\": -6.935483870967742}, {\"X16\": \"-10\", \"support\": 88, \"avg_response\": -4.488636363636363}, {\"X16\": \"9\", \"support\": 80, \"avg_response\": -4.7875}, {\"X16\": \"-11\", \"support\": 79, \"avg_response\": -6.506329113924051}, {\"X16\": \"10\", \"support\": 71, \"avg_response\": 0.4647887323943662}, {\"X16\": \"-12\", \"support\": 66, \"avg_response\": -5.636363636363637}, {\"X16\": \"-13\", \"support\": 62, \"avg_response\": -10.629032258064516}, {\"X16\": \"11\", \"support\": 57, \"avg_response\": 0.7894736842105263}, {\"X16\": \"12\", \"support\": 50, \"avg_response\": 6.3}, {\"X16\": \"-14\", \"support\": 50, \"avg_response\": -6.14}, {\"X16\": \"13\", \"support\": 39, \"avg_response\": -5.743589743589744}, {\"X16\": \"14\", \"support\": 35, \"avg_response\": -4.742857142857143}, {\"X16\": \"-16\", \"support\": 34, \"avg_response\": -10.088235294117647}, {\"X16\": \"-15\", \"support\": 32, \"avg_response\": -21.65625}, {\"X16\": \"-20\", \"support\": 29, \"avg_response\": -10.655172413793103}, {\"X16\": \"-17\", \"support\": 28, \"avg_response\": -5.821428571428571}, {\"X16\": \"-24\", \"support\": 26, \"avg_response\": -17.384615384615383}, {\"X16\": \"16\", \"support\": 25, \"avg_response\": 11.6}, {\"X16\": \"-22\", \"support\": 23, \"avg_response\": -19.304347826086957}, {\"X16\": \"17\", \"support\": 22, \"avg_response\": 13.590909090909092}, {\"X16\": \"15\", \"support\": 22, \"avg_response\": 6.045454545454546}, {\"X16\": \"-18\", \"support\": 22, \"avg_response\": -4.0}, {\"X16\": \"18\", \"support\": 21, \"avg_response\": 5.0476190476190474}, {\"X16\": \"-30\", \"support\": 20, \"avg_response\": -18.1}, {\"X16\": \"-21\", \"support\": 19, \"avg_response\": 0.05263157894736842}, {\"X16\": \"-25\", \"support\": 19, \"avg_response\": -17.210526315789473}, {\"X16\": \"-32\", \"support\": 19, \"avg_response\": -30.31578947368421}, {\"X16\": \"32\", \"support\": 18, \"avg_response\": 15.777777777777779}, {\"X16\": \"-29\", \"support\": 18, \"avg_response\": -9.444444444444445}, {\"X16\": \"-23\", \"support\": 18, \"avg_response\": -22.333333333333332}, {\"X16\": \"-19\", \"support\": 17, \"avg_response\": -17.764705882352942}, {\"X16\": \"-48\", \"support\": 17, \"avg_response\": -22.058823529411764}, {\"X16\": \"-59\", \"support\": 17, \"avg_response\": -47.411764705882355}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6ce404cc95d1d4617cb15e0c0201ec6b22f3bf26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.697661+00:00", + "ended_at": "2026-05-04T09:50:30.707904+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_a16aff7f85a30d60", + "problem_id": "v2p_n6_11b81d6ed1ad74b5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X16.", + "bindings": { + "key_col": "X16", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=60", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 60, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_a16aff7f85a30d60.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2297d9a32373837f4e62ccaeacf6fc36cc2e788a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8743, "bytes_utf8": 8743, "lines": 300, "estimated_tokens": 2715}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 519, "bytes_utf8": 519, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22804, "cached_input_tokens": 21888, "output_tokens": 166}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2bc3081e20bdde66d5d2d71538404aaf418e4d6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_a3465080c9c40ee5", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 166, + "total_tokens": 22970, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2848, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11576.15, + "sql_execution_elapsed_ms_total": 6.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_a3465080c9c40ee5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0dd110964682820200fc0344050d9f813d5cfb3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:33:03.405173+00:00", + "ended_at": "2026-05-04T09:33:14.981711+00:00", + "elapsed_ms": 11576.15, + "prompt_metrics": { + "chars": 8743, + "bytes_utf8": 8743, + "lines": 300, + "estimated_tokens": 2715 + }, + "stdout_metrics": { + "chars": 860, + "bytes_utf8": 860, + "lines": 4, + "estimated_tokens": 248 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13205 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 519, + "bytes_utf8": 519, + "lines": 1, + "estimated_tokens": 133 + }, + "usage": { + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 166 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8172a6dee50d74670ab63bf6359bf8778618c9cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b86caf279a907d3d7dc4752344d7e7837b16ad64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-82d5-7952-a210-09a8c39dc292"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\",\"notes\":\"Used the required Max Aggregate Winner Selection template with group_col=\\\"y\\\" and measure_col=\\\"X9\\\". Cast \\\"X9\\\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22804,"cached_input_tokens":21888,"output_tokens":166}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d5f17297b917f74ba6048409d956417f51d4ad7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";","notes":"Used the required Max Aggregate Winner Selection template with group_col=\"y\" and measure_col=\"X9\". Cast \"X9\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b1675f99b5864273af35fd3817d319e173acaba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:03.656936Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:06.216204Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:14.074081Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b29dc851b6c907ff57fbad481e5e39603445e31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "1", "total_measure": 13265.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb66352ae3c8a40406e5409b2708f7207d6cfb90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_a3465080c9c40ee5 +-- problem_id: v2p_n6_8db6a03672f6c3bf +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f923e66fdb8e88875f39ee058b6fafe23483b593 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 13265.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cbe1a4702449003888031335e80ba0399db99dfc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:33:03.401451+00:00", + "ended_at": "2026-05-04T09:33:15.026185+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_a3465080c9c40ee5", + "problem_id": "v2p_n6_8db6a03672f6c3bf", + "dataset_id": "n6", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_a3465080c9c40ee5.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_a3465080c9c40ee5", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 166, + "total_tokens": 22970, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2848, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11576.15, + "sql_execution_elapsed_ms_total": 6.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_a3465080c9c40ee5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..adae6a230202e457bf3c043b460d84d6393439b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a3465080c9c40ee5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:15.008099+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11576.15, "started_at": "2026-05-04T09:33:03.405173+00:00", "ended_at": "2026-05-04T09:33:14.981711+00:00", "prompt_metrics": {"chars": 8743, "bytes_utf8": 8743, "lines": 300, "estimated_tokens": 2715}, "response_metrics": {"chars": 519, "bytes_utf8": 519, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22804, "cached_input_tokens": 21888, "output_tokens": 166}, "stderr_preview": "2026-05-04T09:33:03.656936Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:06.216204Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a4013449e96a17e0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a4013449e96a17e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e012536174236a9061c5755f07cb5901e1ff658d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a4013449e96a17e0/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_a4013449e96a17e0\n-- problem_id: v2p_n6_676756dcc63ade9c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X6\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_a4013449e96a17e0\\n-- problem_id: v2p_n6_676756dcc63ade9c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X6\", \"support\", \"avg_response\"], \"rows\": [{\"X6\": \"1\", \"support\": 325, \"avg_response\": -0.7107692307692308}, {\"X6\": \"2\", \"support\": 319, \"avg_response\": -0.31347962382445144}, {\"X6\": \"-2\", \"support\": 316, \"avg_response\": -2.882911392405063}, {\"X6\": \"-1\", \"support\": 308, \"avg_response\": -2.314935064935065}, {\"X6\": \"-3\", \"support\": 300, \"avg_response\": -2.0533333333333332}, {\"X6\": \"3\", \"support\": 268, \"avg_response\": -1.7164179104477613}, {\"X6\": \"4\", \"support\": 265, \"avg_response\": -0.8075471698113208}, {\"X6\": \"6\", \"support\": 263, \"avg_response\": -2.76425855513308}, {\"X6\": \"5\", \"support\": 234, \"avg_response\": -1.829059829059829}, {\"X6\": \"-4\", \"support\": 230, \"avg_response\": -1.8217391304347825}, {\"X6\": \"0\", \"support\": 223, \"avg_response\": -2.5650224215246635}, {\"X6\": \"-5\", \"support\": 212, \"avg_response\": -0.7452830188679245}, {\"X6\": \"-6\", \"support\": 211, \"avg_response\": -2.6161137440758293}, {\"X6\": \"-7\", \"support\": 207, \"avg_response\": 0.024154589371980676}, {\"X6\": \"7\", \"support\": 195, \"avg_response\": -0.35384615384615387}, {\"X6\": \"8\", \"support\": 192, \"avg_response\": -2.484375}, {\"X6\": \"-8\", \"support\": 180, \"avg_response\": 0.8166666666666667}, {\"X6\": \"9\", \"support\": 168, \"avg_response\": -2.0714285714285716}, {\"X6\": \"-9\", \"support\": 159, \"avg_response\": 2.3773584905660377}, {\"X6\": \"10\", \"support\": 154, \"avg_response\": -3.5454545454545454}, {\"X6\": \"-11\", \"support\": 132, \"avg_response\": 2.1666666666666665}, {\"X6\": \"-10\", \"support\": 118, \"avg_response\": 2.093220338983051}, {\"X6\": \"11\", \"support\": 102, \"avg_response\": -4.8431372549019605}, {\"X6\": \"12\", \"support\": 92, \"avg_response\": -6.423913043478261}, {\"X6\": \"13\", \"support\": 91, \"avg_response\": -4.472527472527473}, {\"X6\": \"-12\", \"support\": 90, \"avg_response\": 0.2777777777777778}, {\"X6\": \"-13\", \"support\": 87, \"avg_response\": 0.3793103448275862}, {\"X6\": \"14\", \"support\": 75, \"avg_response\": -6.92}, {\"X6\": \"-18\", \"support\": 69, \"avg_response\": 6.144927536231884}, {\"X6\": \"-14\", \"support\": 69, \"avg_response\": 3.8550724637681157}, {\"X6\": \"15\", \"support\": 61, \"avg_response\": 3.2295081967213113}, {\"X6\": \"16\", \"support\": 60, \"avg_response\": -3.1}, {\"X6\": \"-19\", \"support\": 53, \"avg_response\": 1.0943396226415094}, {\"X6\": \"-17\", \"support\": 53, \"avg_response\": -1.509433962264151}, {\"X6\": \"17\", \"support\": 52, \"avg_response\": -0.6730769230769231}, {\"X6\": \"18\", \"support\": 51, \"avg_response\": -0.17647058823529413}, {\"X6\": \"-16\", \"support\": 51, \"avg_response\": -1.9803921568627452}, {\"X6\": \"19\", \"support\": 47, \"avg_response\": 5.0212765957446805}, {\"X6\": \"-15\", \"support\": 46, \"avg_response\": 4.086956521739131}, {\"X6\": \"22\", \"support\": 42, \"avg_response\": 2.761904761904762}, {\"X6\": \"20\", \"support\": 42, \"avg_response\": -1.7142857142857142}, {\"X6\": \"25\", \"support\": 40, \"avg_response\": 10.575}, {\"X6\": \"24\", \"support\": 37, \"avg_response\": 1.5675675675675675}, {\"X6\": \"23\", \"support\": 36, \"avg_response\": 0.5277777777777778}, {\"X6\": \"21\", \"support\": 34, \"avg_response\": 0.058823529411764705}, {\"X6\": \"-20\", \"support\": 31, \"avg_response\": -27.774193548387096}, {\"X6\": \"26\", \"support\": 27, \"avg_response\": 6.814814814814815}, {\"X6\": \"-24\", \"support\": 25, \"avg_response\": -23.8}, {\"X6\": \"30\", \"support\": 22, \"avg_response\": -0.8636363636363636}, {\"X6\": \"-22\", \"support\": 22, \"avg_response\": -5.7272727272727275}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.47}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a4013449e96a17e0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a4013449e96a17e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a0719cdcdf951ada6b2a271674d4b2a2a0e59541 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a4013449e96a17e0/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.152630+00:00", + "ended_at": "2026-05-04T09:50:30.162356+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_a4013449e96a17e0", + "problem_id": "v2p_n6_676756dcc63ade9c", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X6.", + "bindings": { + "key_col": "X6", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=20", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 20, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_a4013449e96a17e0.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a4013449e96a17e0/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a4013449e96a17e0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a4013449e96a17e0/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6eed8d47461961c126dd70c6e638f48cd890a7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8668, "bytes_utf8": 8668, "lines": 303, "estimated_tokens": 2698}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22789, "cached_input_tokens": 19840, "output_tokens": 147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3b47e832679ffa24b12c97328033595069dff840 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_a7fb8ebd9bad75a5", + "api_calls": 0, + "input_tokens": 22789, + "cached_input_tokens": 19840, + "output_tokens": 147, + "total_tokens": 22936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2698, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11188.77, + "sql_execution_elapsed_ms_total": 4.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_a7fb8ebd9bad75a5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3a3190843eefce41e37305d8d8d378f68c7ce187 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:05:26.154812+00:00", + "ended_at": "2026-05-04T09:05:37.343954+00:00", + "elapsed_ms": 11188.77, + "prompt_metrics": { + "chars": 8668, + "bytes_utf8": 8668, + "lines": 303, + "estimated_tokens": 2698 + }, + "stdout_metrics": { + "chars": 713, + "bytes_utf8": 713, + "lines": 4, + "estimated_tokens": 214 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13237 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 384, + "bytes_utf8": 384, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 22789, + "cached_input_tokens": 19840, + "output_tokens": 147 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..281d1f460d29d6d7563e1a4e88c94d068ab23c29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..139041a07989623f54adc3f1e9b37e26eb1f8af0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-3913-73c3-a56b-5eb17025acae"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"y\\\" and condition_col=\\\"y\\\". Since \\\"y\\\" is stored as TEXT in SQLite, the condition value is quoted as '0'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22789,"cached_input_tokens":19840,"output_tokens":147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2994241a3bb04547defae167adbd4bcb521396b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"y\" and condition_col=\"y\". Since \"y\" is stored as TEXT in SQLite, the condition value is quoted as '0'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d82893837c68a328dbec92948327a9f8d9d87ca7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:26.346229Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:28.840989Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:36.491201Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1a980dd1a0bf824a783c01cc0b7970e98ff64d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y. +Result preview: [{"y": "0", "condition_rate": 1.0}, {"y": "3", "condition_rate": 0.0}, {"y": "2", "condition_rate": 0.0}, {"y": "1", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d86535c81f76ad2fa825043094f930862482b2ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_a7fb8ebd9bad75a5 +-- problem_id: v2p_n6_678e5f003129af8b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a14889ff6efda4503cc481705109672375b03cd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"y\", \"condition_rate\"], \"rows\": [{\"y\": \"0\", \"condition_rate\": 1.0}, {\"y\": \"3\", \"condition_rate\": 0.0}, {\"y\": \"2\", \"condition_rate\": 0.0}, {\"y\": \"1\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.05}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5350f4486893032dfdd9dde5eeb2d3c3079b8736 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:05:26.151057+00:00", + "ended_at": "2026-05-04T09:05:37.372673+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_a7fb8ebd9bad75a5", + "problem_id": "v2p_n6_678e5f003129af8b", + "dataset_id": "n6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_a7fb8ebd9bad75a5.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_a7fb8ebd9bad75a5", + "api_calls": 0, + "input_tokens": 22789, + "cached_input_tokens": 19840, + "output_tokens": 147, + "total_tokens": 22936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2698, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11188.77, + "sql_execution_elapsed_ms_total": 4.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_a7fb8ebd9bad75a5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..feea81addd3a7bb117527300dc199b9d3532c536 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a7fb8ebd9bad75a5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:37.361260+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11188.77, "started_at": "2026-05-04T09:05:26.154812+00:00", "ended_at": "2026-05-04T09:05:37.343954+00:00", "prompt_metrics": {"chars": 8668, "bytes_utf8": 8668, "lines": 303, "estimated_tokens": 2698}, "response_metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22789, "cached_input_tokens": 19840, "output_tokens": 147}, "stderr_preview": "2026-05-04T09:05:26.346229Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:28.840989Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a106a785a504cbb54f6005739b4fd01dadd49894 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_a92a7bd3ebcb05c3\n-- problem_id: v2p_n6_5275e62eb8c7807e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X13\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X13\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_a92a7bd3ebcb05c3\\n-- problem_id: v2p_n6_5275e62eb8c7807e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X13\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X13\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X13\", \"support\", \"avg_response\"], \"rows\": [{\"X13\": \"5\", \"support\": 236, \"avg_response\": 0.7711864406779662}, {\"X13\": \"-4\", \"support\": 236, \"avg_response\": -1.7330508474576272}, {\"X13\": \"-3\", \"support\": 234, \"avg_response\": 0.7136752136752137}, {\"X13\": \"2\", \"support\": 232, \"avg_response\": 0.6293103448275862}, {\"X13\": \"-2\", \"support\": 230, \"avg_response\": -2.2}, {\"X13\": \"-6\", \"support\": 225, \"avg_response\": -2.3733333333333335}, {\"X13\": \"4\", \"support\": 224, \"avg_response\": 0.8035714285714286}, {\"X13\": \"-1\", \"support\": 223, \"avg_response\": -2.0179372197309418}, {\"X13\": \"1\", \"support\": 220, \"avg_response\": -2.890909090909091}, {\"X13\": \"3\", \"support\": 216, \"avg_response\": -0.3611111111111111}, {\"X13\": \"-5\", \"support\": 210, \"avg_response\": -1.957142857142857}, {\"X13\": \"6\", \"support\": 199, \"avg_response\": 0.9246231155778895}, {\"X13\": \"-7\", \"support\": 186, \"avg_response\": -1.4838709677419355}, {\"X13\": \"7\", \"support\": 172, \"avg_response\": 0.38372093023255816}, {\"X13\": \"-9\", \"support\": 170, \"avg_response\": -2.735294117647059}, {\"X13\": \"-8\", \"support\": 168, \"avg_response\": -1.5297619047619047}, {\"X13\": \"0\", \"support\": 155, \"avg_response\": -3.129032258064516}, {\"X13\": \"-10\", \"support\": 152, \"avg_response\": -0.8092105263157895}, {\"X13\": \"12\", \"support\": 144, \"avg_response\": 1.0833333333333333}, {\"X13\": \"11\", \"support\": 143, \"avg_response\": 0.16083916083916083}, {\"X13\": \"9\", \"support\": 137, \"avg_response\": 2.4671532846715327}, {\"X13\": \"10\", \"support\": 133, \"avg_response\": 3.2406015037593985}, {\"X13\": \"13\", \"support\": 127, \"avg_response\": 5.21259842519685}, {\"X13\": \"8\", \"support\": 126, \"avg_response\": -0.4523809523809524}, {\"X13\": \"-11\", \"support\": 109, \"avg_response\": -7.293577981651376}, {\"X13\": \"14\", \"support\": 107, \"avg_response\": 1.1682242990654206}, {\"X13\": \"-12\", \"support\": 105, \"avg_response\": -2.961904761904762}, {\"X13\": \"17\", \"support\": 96, \"avg_response\": 1.3333333333333333}, {\"X13\": \"-13\", \"support\": 84, \"avg_response\": -1.9880952380952381}, {\"X13\": \"-14\", \"support\": 76, \"avg_response\": -1.1710526315789473}, {\"X13\": \"15\", \"support\": 75, \"avg_response\": 2.84}, {\"X13\": \"-17\", \"support\": 71, \"avg_response\": -5.816901408450704}, {\"X13\": \"-16\", \"support\": 68, \"avg_response\": -5.220588235294118}, {\"X13\": \"19\", \"support\": 65, \"avg_response\": -4.630769230769231}, {\"X13\": \"16\", \"support\": 64, \"avg_response\": -0.40625}, {\"X13\": \"-15\", \"support\": 64, \"avg_response\": -5.125}, {\"X13\": \"18\", \"support\": 56, \"avg_response\": -3.5714285714285716}, {\"X13\": \"-18\", \"support\": 53, \"avg_response\": -8.09433962264151}, {\"X13\": \"20\", \"support\": 49, \"avg_response\": -8.938775510204081}, {\"X13\": \"-20\", \"support\": 45, \"avg_response\": 1.8444444444444446}, {\"X13\": \"-21\", \"support\": 42, \"avg_response\": -8.523809523809524}, {\"X13\": \"21\", \"support\": 39, \"avg_response\": 3.923076923076923}, {\"X13\": \"-19\", \"support\": 39, \"avg_response\": -8.435897435897436}, {\"X13\": \"31\", \"support\": 38, \"avg_response\": -6.473684210526316}, {\"X13\": \"23\", \"support\": 37, \"avg_response\": 2.5675675675675675}, {\"X13\": \"-22\", \"support\": 36, \"avg_response\": -11.555555555555555}, {\"X13\": \"-24\", \"support\": 34, \"avg_response\": 2.264705882352941}, {\"X13\": \"-25\", \"support\": 34, \"avg_response\": -6.088235294117647}, {\"X13\": \"22\", \"support\": 33, \"avg_response\": 4.0}, {\"X13\": \"25\", \"support\": 33, \"avg_response\": -2.696969696969697}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..17aac5c0ad584c493bd352ddcc9f8ea6e4f56d63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.527609+00:00", + "ended_at": "2026-05-04T09:50:30.538474+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_a92a7bd3ebcb05c3", + "problem_id": "v2p_n6_5275e62eb8c7807e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X13.", + "bindings": { + "key_col": "X13", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=47", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 47, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_a92a7bd3ebcb05c3.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d52a3d8aff43cfe4498b0c07c5d827a818058d77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8704, "bytes_utf8": 8704, "lines": 302, "estimated_tokens": 2714}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22803, "cached_input_tokens": 21888, "output_tokens": 202}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bff8084083962f8bda1ec0c4ab8d051ab0a32ae0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_a9c94aac870137bb", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 21888, + "output_tokens": 202, + "total_tokens": 23005, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14239.05, + "sql_execution_elapsed_ms_total": 7.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_a9c94aac870137bb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..64c6eed6b236cc01ad7ed7953f43d32605492c8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:26:02.825095+00:00", + "ended_at": "2026-05-04T09:26:17.064522+00:00", + "elapsed_ms": 14239.05, + "prompt_metrics": { + "chars": 8704, + "bytes_utf8": 8704, + "lines": 302, + "estimated_tokens": 2714 + }, + "stdout_metrics": { + "chars": 825, + "bytes_utf8": 825, + "lines": 4, + "estimated_tokens": 248 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13232 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 485, + "bytes_utf8": 485, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 22803, + "cached_input_tokens": 21888, + "output_tokens": 202 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ec1564e800e7e360a726848b6aaa20f8fe88acf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X4.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "entity_col": "X4", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59629a100095bcf7d54f7a0ebb877e3771e7a156 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24f-17db-7cf3-8416-476c8c6c281c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X4\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X4\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the planned Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X4\\\", and entity_col=\\\"X4\\\". Cast \\\"X4\\\" to REAL for AVG because the schema snapshot shows feature columns stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":21888,"output_tokens":202}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d6cc553bd32b7d02930bce2b763ceef0bd6c175 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X4\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X4\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the planned Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X4\", and entity_col=\"X4\". Cast \"X4\" to REAL for AVG because the schema snapshot shows feature columns stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac9832f4f0801d19d1c20e53bf396765a8a18a4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:26:03.061080Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:26:05.429606Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:26:16.320397Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d08b5934f15e3b203817d6e624c01ee9a2aa993 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X4. +Result preview: [{"y": "3", "support": 2000, "avg_measure": 0.164, "distinct_entities": 75}, {"y": "2", "support": 2000, "avg_measure": -0.6435, "distinct_entities": 39}, {"y": "1", "support": 2000, "avg_measure": -3.697, "distinct_entities": 95}, {"y": "0", "support": 2000, "avg_measure": -12.301, "distinct_entities": 345}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e9896c7507ffc890720714341fbb5e4fe41f36e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_a9c94aac870137bb +-- problem_id: v2p_n6_d683a0cda8b53483 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X4" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X4") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de5cc72aabe0d8cb55aa68a13955c844d7cc213f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X4\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X4\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X4\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X4\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": 0.164, \"distinct_entities\": 75}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": -0.6435, \"distinct_entities\": 39}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": -3.697, \"distinct_entities\": 95}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -12.301, \"distinct_entities\": 345}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..65bba15b478886b7f7904dc6cea118b5a7f0eb71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:26:02.822696+00:00", + "ended_at": "2026-05-04T09:26:17.105986+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_a9c94aac870137bb", + "problem_id": "v2p_n6_d683a0cda8b53483", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X4.", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "entity_col": "X4", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_a9c94aac870137bb.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_a9c94aac870137bb", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 21888, + "output_tokens": 202, + "total_tokens": 23005, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14239.05, + "sql_execution_elapsed_ms_total": 7.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_a9c94aac870137bb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc6de7263fb8aa4789b02d602cb229cc29d5dd85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_a9c94aac870137bb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:26:17.088575+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14239.05, "started_at": "2026-05-04T09:26:02.825095+00:00", "ended_at": "2026-05-04T09:26:17.064522+00:00", "prompt_metrics": {"chars": 8704, "bytes_utf8": 8704, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22803, "cached_input_tokens": 21888, "output_tokens": 202}, "stderr_preview": "2026-05-04T09:26:03.061080Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:26:05.429606Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..26057d5342eb52f3e90fc3e7788542adc33237f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25f-69a1-7ff1-898c-d1a82f47dd26"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X9\\\" AS REAL)) > 8.0\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X9\\\". CAST(\\\"X9\\\" AS REAL) is required because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22772,"cached_input_tokens":21888,"output_tokens":160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..198bb04caf0357e14274753cd5677dea3fb2b980 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X9\" AS REAL)) > 8.0\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X9\". CAST(\"X9\" AS REAL) is required because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a06ad476783499a145ba2aa4824ca73d0231b7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:43:52.552278Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:43:54.921012Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:44:03.597184Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7609568c49f26c1f1eb04224afa069c87fc1e194 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "1", "total_measure": 13265.0}, {"y": "3", "total_measure": 455.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..716077e526dc38cfaac7cd8c9544ea39328588b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_aa37d5eddb6d01b6 +-- problem_id: v2p_n6_3e1d375c2a95f10d +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X9" AS REAL)) > 8.0 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4be0521ce1cd741545af94bd8f6e15e85cb8abe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X9\" AS REAL)) > 8.0\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X9\\\" AS REAL)) > 8.0\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 13265.0}, {\"y\": \"3\", \"total_measure\": 455.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2865cdc733f17aaaeeaf7aa567d382eba7c3fb4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:43:52.334572+00:00", + "ended_at": "2026-05-04T09:44:05.611922+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_aa37d5eddb6d01b6", + "problem_id": "v2p_n6_3e1d375c2a95f10d", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_aa37d5eddb6d01b6.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_aa37d5eddb6d01b6", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 160, + "total_tokens": 22932, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2802, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13238.23, + "sql_execution_elapsed_ms_total": 5.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_aa37d5eddb6d01b6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25c09b90e829b2ca67037f92d057aa88b30b3521 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:44:05.597215+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13238.23, "started_at": "2026-05-04T09:43:52.336944+00:00", "ended_at": "2026-05-04T09:44:05.575438+00:00", "prompt_metrics": {"chars": 8586, "bytes_utf8": 8586, "lines": 300, "estimated_tokens": 2683}, "response_metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 160}, "stderr_preview": "2026-05-04T09:43:52.552278Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:43:54.921012Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 8.0\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X9\\\". CAST(\\\"X9\\\" AS REAL) is required because the schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2c9218e230b39749028a3b869f97cfcc270a5561 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aa37d5eddb6d01b6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_aa37d5eddb6d01b6", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 160, + "total_tokens": 22932, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2802, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13238.23, + "sql_execution_elapsed_ms_total": 5.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_aa37d5eddb6d01b6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dba1bb9b7bec62bad40b47aa69d570013cb563c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X14": "-1", "support": 286, "avg_response": 0.07692307692307693}, {"X14": "-2", "support": 280, "avg_response": -0.7892857142857143}, {"X14": "-4", "support": 270, "avg_response": -2.8703703703703702}, {"X14": "-3", "support": 267, "avg_response": -0.5655430711610487}, {"X14": "2", "support": 267, "avg_response": -0.5655430711610487}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..08645e6c7302c45458ddcf9ab415b83c4c28c159 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_abaef65b9fc2bfc7 +-- problem_id: v2p_n6_c0342244b1c2c642 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X14", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X14" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8fb27dd244790661b8f4b4fc4e84bfb1006ad11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_abaef65b9fc2bfc7\n-- problem_id: v2p_n6_c0342244b1c2c642\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X14\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X14\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_abaef65b9fc2bfc7\\n-- problem_id: v2p_n6_c0342244b1c2c642\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X14\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X14\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X14\", \"support\", \"avg_response\"], \"rows\": [{\"X14\": \"-1\", \"support\": 286, \"avg_response\": 0.07692307692307693}, {\"X14\": \"-2\", \"support\": 280, \"avg_response\": -0.7892857142857143}, {\"X14\": \"-4\", \"support\": 270, \"avg_response\": -2.8703703703703702}, {\"X14\": \"-3\", \"support\": 267, \"avg_response\": -0.5655430711610487}, {\"X14\": \"2\", \"support\": 267, \"avg_response\": -0.5655430711610487}, {\"X14\": \"1\", \"support\": 256, \"avg_response\": -0.08203125}, {\"X14\": \"3\", \"support\": 242, \"avg_response\": -0.2024793388429752}, {\"X14\": \"-6\", \"support\": 236, \"avg_response\": -1.5593220338983051}, {\"X14\": \"-5\", \"support\": 236, \"avg_response\": -2.0}, {\"X14\": \"4\", \"support\": 229, \"avg_response\": -0.07423580786026202}, {\"X14\": \"6\", \"support\": 225, \"avg_response\": 0.3022222222222222}, {\"X14\": \"5\", \"support\": 213, \"avg_response\": 1.704225352112676}, {\"X14\": \"0\", \"support\": 213, \"avg_response\": -0.3615023474178404}, {\"X14\": \"7\", \"support\": 208, \"avg_response\": 0.4855769230769231}, {\"X14\": \"-7\", \"support\": 206, \"avg_response\": -1.9320388349514563}, {\"X14\": \"9\", \"support\": 184, \"avg_response\": 1.891304347826087}, {\"X14\": \"8\", \"support\": 183, \"avg_response\": -0.5191256830601093}, {\"X14\": \"10\", \"support\": 172, \"avg_response\": 1.186046511627907}, {\"X14\": \"-9\", \"support\": 164, \"avg_response\": -3.6036585365853657}, {\"X14\": \"-8\", \"support\": 163, \"avg_response\": -4.098159509202454}, {\"X14\": \"11\", \"support\": 154, \"avg_response\": 1.2402597402597402}, {\"X14\": \"12\", \"support\": 133, \"avg_response\": 4.0}, {\"X14\": \"-10\", \"support\": 130, \"avg_response\": -3.4}, {\"X14\": \"-11\", \"support\": 128, \"avg_response\": -5.234375}, {\"X14\": \"13\", \"support\": 118, \"avg_response\": 5.0}, {\"X14\": \"14\", \"support\": 105, \"avg_response\": 3.0}, {\"X14\": \"-12\", \"support\": 103, \"avg_response\": -8.087378640776699}, {\"X14\": \"15\", \"support\": 74, \"avg_response\": 5.013513513513513}, {\"X14\": \"16\", \"support\": 73, \"avg_response\": 7.698630136986301}, {\"X14\": \"-14\", \"support\": 72, \"avg_response\": -10.23611111111111}, {\"X14\": \"-13\", \"support\": 71, \"avg_response\": -3.084507042253521}, {\"X14\": \"18\", \"support\": 60, \"avg_response\": 4.183333333333334}, {\"X14\": \"19\", \"support\": 57, \"avg_response\": 1.8245614035087718}, {\"X14\": \"17\", \"support\": 56, \"avg_response\": 5.375}, {\"X14\": \"-17\", \"support\": 49, \"avg_response\": -17.367346938775512}, {\"X14\": \"20\", \"support\": 47, \"avg_response\": -4.340425531914893}, {\"X14\": \"-16\", \"support\": 45, \"avg_response\": -7.533333333333333}, {\"X14\": \"-18\", \"support\": 41, \"avg_response\": -10.414634146341463}, {\"X14\": \"21\", \"support\": 40, \"avg_response\": 8.275}, {\"X14\": \"-19\", \"support\": 40, \"avg_response\": -11.65}, {\"X14\": \"-24\", \"support\": 39, \"avg_response\": -13.692307692307692}, {\"X14\": \"-20\", \"support\": 37, \"avg_response\": -9.0}, {\"X14\": \"-22\", \"support\": 34, \"avg_response\": -2.6176470588235294}, {\"X14\": \"-15\", \"support\": 34, \"avg_response\": -4.352941176470588}, {\"X14\": \"22\", \"support\": 32, \"avg_response\": 1.28125}, {\"X14\": \"26\", \"support\": 31, \"avg_response\": 1.096774193548387}, {\"X14\": \"-21\", \"support\": 27, \"avg_response\": -24.22222222222222}, {\"X14\": \"24\", \"support\": 26, \"avg_response\": -5.384615384615385}, {\"X14\": \"-26\", \"support\": 25, \"avg_response\": -17.2}, {\"X14\": \"-23\", \"support\": 25, \"avg_response\": -19.4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15c89e3f35cd21254ca13e9703b7ed2fe87faef3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.579765+00:00", + "ended_at": "2026-05-04T09:50:30.590112+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_abaef65b9fc2bfc7", + "problem_id": "v2p_n6_c0342244b1c2c642", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X14.", + "bindings": { + "key_col": "X14", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=51", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 51, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_abaef65b9fc2bfc7.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0c8b2edd7475b7bc7ea630d80eeb103e5f19aef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8612, "bytes_utf8": 8612, "lines": 302, "estimated_tokens": 2690}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22779, "cached_input_tokens": 21888, "output_tokens": 143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..357b71d8de0a4d1e5fd13eed213cea57c37c19f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ae7d766878741201", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 143, + "total_tokens": 22922, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11091.46, + "sql_execution_elapsed_ms_total": 4.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ae7d766878741201\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..79f9e2ffe900d046c08808bb594e27c8940c107f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:20:47.464264+00:00", + "ended_at": "2026-05-04T09:20:58.556150+00:00", + "elapsed_ms": 11091.46, + "prompt_metrics": { + "chars": 8612, + "bytes_utf8": 8612, + "lines": 302, + "estimated_tokens": 2690 + }, + "stdout_metrics": { + "chars": 739, + "bytes_utf8": 739, + "lines": 4, + "estimated_tokens": 219 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13230 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 409, + "bytes_utf8": 409, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 143 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fb8a5e7f75e57fdcdaa9dde08cc559f0dfe9082 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X4", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ff046696de0702f42b1f085eb154e5259b9bd7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-47eb-7921-97e2-859129ebd54a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X4\\\" AS REAL) >= 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col=\\\"y\\\" and predicate_col=\\\"X4\\\". CAST(\\\"X4\\\" AS REAL) ensures numeric comparison because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22779,"cached_input_tokens":21888,"output_tokens":143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82abf09d87fda33e8ddc81ad9b0367e828f8ee19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X4\" AS REAL) >= 7.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the provided Filtered Top-k Group Count template with group_col=\"y\" and predicate_col=\"X4\". CAST(\"X4\" AS REAL) ensures numeric comparison because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c22ba239dfd46b1a0d46bb5dbc762a01c44a4dbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:47.666487Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:49.922752Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:57.956685Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e845f8d177ee97b71180682e4ef329e339833e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y. +Result preview: [{"y": "0", "support": 782}, {"y": "3", "support": 514}, {"y": "1", "support": 507}, {"y": "2", "support": 226}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a11f26e891fe9ea074c7c83fc1b2af4adde856f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_ae7d766878741201 +-- problem_id: v2p_n6_0a1c13470b3667af +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X4" AS REAL) >= 7.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6cf244914a49e3efea5344fa0412a7592bd55d40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X4\" AS REAL) >= 7.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X4\\\" AS REAL) >= 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 782}, {\"y\": \"3\", \"support\": 514}, {\"y\": \"1\", \"support\": 507}, {\"y\": \"2\", \"support\": 226}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f593a76077d7b424d959b81193182176e7a747ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:20:47.460684+00:00", + "ended_at": "2026-05-04T09:20:58.593856+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ae7d766878741201", + "problem_id": "v2p_n6_0a1c13470b3667af", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X4", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_ae7d766878741201.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ae7d766878741201", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 143, + "total_tokens": 22922, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11091.46, + "sql_execution_elapsed_ms_total": 4.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ae7d766878741201\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..783615fb87fc938be45492f051e2b140af437398 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:58.579123+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11091.46, "started_at": "2026-05-04T09:20:47.464264+00:00", "ended_at": "2026-05-04T09:20:58.556150+00:00", "prompt_metrics": {"chars": 8612, "bytes_utf8": 8612, "lines": 302, "estimated_tokens": 2690}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22779, "cached_input_tokens": 21888, "output_tokens": 143}, "stderr_preview": "2026-05-04T09:20:47.666487Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:49.922752Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col=\\\"y\\\" and predicate_col=\\\"X4\\\". CAST(\\\"X4\\\" AS REAL) ensures numeric comparison because the schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..195cb007c08feb731a35508d31009187bf4c1306 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ae7d766878741201/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ae7d766878741201", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 143, + "total_tokens": 22922, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11091.46, + "sql_execution_elapsed_ms_total": 4.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ae7d766878741201\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30c3a0b9f649d5945f9b7304d613d22f20d2d90e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8500, "bytes_utf8": 8500, "lines": 300, "estimated_tokens": 2648}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22739, "cached_input_tokens": 21888, "output_tokens": 187}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f35f0365df7117cfe531100bd2fa33cac17c5414 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_aea4c99e2c3b65ab", + "api_calls": 0, + "input_tokens": 22739, + "cached_input_tokens": 21888, + "output_tokens": 187, + "total_tokens": 22926, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2648, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2744, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11873.82, + "sql_execution_elapsed_ms_total": 22.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_aea4c99e2c3b65ab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0a87a9874b58124c1bd5bdd6dbc0d1d551adf0d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:09:28.039917+00:00", + "ended_at": "2026-05-04T09:09:39.913623+00:00", + "elapsed_ms": 11873.82, + "prompt_metrics": { + "chars": 8500, + "bytes_utf8": 8500, + "lines": 300, + "estimated_tokens": 2648 + }, + "stdout_metrics": { + "chars": 693, + "bytes_utf8": 693, + "lines": 4, + "estimated_tokens": 206 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13138 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 365, + "bytes_utf8": 365, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22739, + "cached_input_tokens": 21888, + "output_tokens": 187 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1adb8d0653e1fa28cf65771ca12c2ed897f832ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd8e4167565f057af9345e0a82b5c2652e8b1a22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23f-e9e4-72e3-b39f-e8ee4682a5a7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X4\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X4\\\". Cast \\\"X4\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22739,"cached_input_tokens":21888,"output_tokens":187}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5aa2f2b567373c5fa1fe53d922ec61c187e715e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X4\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"y\" and measure_col=\"X4\". Cast \"X4\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d623957e7bd04e52999bfcc3d916a2b6dca0b795 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:09:28.290091Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:09:30.681425Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:09:39.234845Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d01cd6289675650d0bdc50b1e69bb3918e63a731 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4. +Result preview: [{"y": "3", "avg_measure": 0.164}, {"y": "2", "avg_measure": -0.6435}, {"y": "1", "avg_measure": -3.697}, {"y": "0", "avg_measure": -12.301}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf4a4078d5848f674e06a5dc2beef2993aba401b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_aea4c99e2c3b65ab +-- problem_id: v2p_n6_4658215dd4868b58 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X4" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57c037b469e789f1f29183e6a3ec1276ce818e76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X4\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X4\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"3\", \"avg_measure\": 0.164}, {\"y\": \"2\", \"avg_measure\": -0.6435}, {\"y\": \"1\", \"avg_measure\": -3.697}, {\"y\": \"0\", \"avg_measure\": -12.301}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.94}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c34d8339d7c6682ebe3c5612b8a54429e8f45cf9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:09:28.036562+00:00", + "ended_at": "2026-05-04T09:09:39.971157+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_aea4c99e2c3b65ab", + "problem_id": "v2p_n6_4658215dd4868b58", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4.", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_aea4c99e2c3b65ab.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_aea4c99e2c3b65ab", + "api_calls": 0, + "input_tokens": 22739, + "cached_input_tokens": 21888, + "output_tokens": 187, + "total_tokens": 22926, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2648, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2744, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11873.82, + "sql_execution_elapsed_ms_total": 22.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_aea4c99e2c3b65ab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a94bdd16be4caeffb7eaf724c0852db7faa18ec8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aea4c99e2c3b65ab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:09:39.939725+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11873.82, "started_at": "2026-05-04T09:09:28.039917+00:00", "ended_at": "2026-05-04T09:09:39.913623+00:00", "prompt_metrics": {"chars": 8500, "bytes_utf8": 8500, "lines": 300, "estimated_tokens": 2648}, "response_metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22739, "cached_input_tokens": 21888, "output_tokens": 187}, "stderr_preview": "2026-05-04T09:09:28.290091Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:09:30.681425Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X4.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ce5e3b964506b4c27472399561501432d171269 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df259-3d71-7bb0-a0ca-4fc29a1ac2ef"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X4\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X4\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X4\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"y\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lo\\\",\\n CASE\\n WHEN (1.0 + 0.95 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"hi\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"y\\\", \\\"cnt\\\"\\n)\\nSELECT\\n \\\"o\\\".\\\"y\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lo\\\" = \\\"p\\\".\\\"hi\\\" THEN\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"measure_value\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"measure_value\\\" END) +\\n (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lo\\\") * (\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"hi\\\" THEN \\\"o\\\".\\\"measure_value\\\" END) -\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"measure_value\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"ordered\\\" AS \\\"o\\\"\\nJOIN \\\"positions\\\" AS \\\"p\\\"\\n ON \\\"o\\\".\\\"y\\\" = \\\"p\\\".\\\"y\\\"\\nGROUP BY \\\"o\\\".\\\"y\\\", \\\"p\\\".\\\"pos\\\", \\\"p\\\".\\\"lo\\\", \\\"p\\\".\\\"hi\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped-percentile template with group_col=\\\"y\\\" and measure_col=\\\"X4\\\". Since SQLite does not support PERCENTILE_CONT, the query emulates the 0.95 continuous percentile per group by ordering CAST(\\\"X4\\\" AS REAL) values within each \\\"y\\\" group and linearly interpolating between bounding ranks.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":1237}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc05d2e4391405e8cc1fd93398502400b25b9f85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"y\",\n CAST(\"X4\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X4\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X4\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT\n \"y\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"lo\",\n CASE\n WHEN (1.0 + 0.95 * (\"cnt\" - 1)) = CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"hi\"\n FROM \"ordered\"\n GROUP BY \"y\", \"cnt\"\n)\nSELECT\n \"o\".\"y\",\n CASE\n WHEN \"p\".\"lo\" = \"p\".\"hi\" THEN\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"measure_value\" END)\n ELSE\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"measure_value\" END) +\n (\"p\".\"pos\" - \"p\".\"lo\") * (\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"hi\" THEN \"o\".\"measure_value\" END) -\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"measure_value\" END)\n )\n END AS \"percentile_measure\"\nFROM \"ordered\" AS \"o\"\nJOIN \"positions\" AS \"p\"\n ON \"o\".\"y\" = \"p\".\"y\"\nGROUP BY \"o\".\"y\", \"p\".\"pos\", \"p\".\"lo\", \"p\".\"hi\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned grouped-percentile template with group_col=\"y\" and measure_col=\"X4\". Since SQLite does not support PERCENTILE_CONT, the query emulates the 0.95 continuous percentile per group by ordering CAST(\"X4\" AS REAL) values within each \"y\" group and linearly interpolating between bounding ranks."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d06f9d02ae322bc40ca5d3daa1af16e9425db3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:37:08.028379Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:37:10.706926Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:37:41.207176Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..86b3357bb9f8c357cf1b253833b8d44f0315c173 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X4. +Result preview: [{"y": "0", "percentile_measure": 96.0}, {"y": "3", "percentile_measure": 20.0}, {"y": "1", "percentile_measure": 19.0}, {"y": "2", "percentile_measure": 9.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..40d553789de0a6557a8f6ce1381c12b6665c78e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/generated_sql.sql @@ -0,0 +1,56 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_aef76b1fbeb4e6c0 +-- problem_id: v2p_n6_6d5cd4be2cb92f69 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "y", + CAST("X4" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X4" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X4" IS NOT NULL +), +"positions" AS ( + SELECT + "y", + (1.0 + 0.95 * ("cnt" - 1)) AS "pos", + CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "lo", + CASE + WHEN (1.0 + 0.95 * ("cnt" - 1)) = CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "hi" + FROM "ordered" + GROUP BY "y", "cnt" +) +SELECT + "o"."y", + CASE + WHEN "p"."lo" = "p"."hi" THEN + MAX(CASE WHEN "o"."rn" = "p"."lo" THEN "o"."measure_value" END) + ELSE + MAX(CASE WHEN "o"."rn" = "p"."lo" THEN "o"."measure_value" END) + + ("p"."pos" - "p"."lo") * ( + MAX(CASE WHEN "o"."rn" = "p"."hi" THEN "o"."measure_value" END) - + MAX(CASE WHEN "o"."rn" = "p"."lo" THEN "o"."measure_value" END) + ) + END AS "percentile_measure" +FROM "ordered" AS "o" +JOIN "positions" AS "p" + ON "o"."y" = "p"."y" +GROUP BY "o"."y", "p"."pos", "p"."lo", "p"."hi" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1725010644ea55ac1ccaefce3d933e0b3ef7867f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"y\",\n CAST(\"X4\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X4\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X4\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT\n \"y\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"lo\",\n CASE\n WHEN (1.0 + 0.95 * (\"cnt\" - 1)) = CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"hi\"\n FROM \"ordered\"\n GROUP BY \"y\", \"cnt\"\n)\nSELECT\n \"o\".\"y\",\n CASE\n WHEN \"p\".\"lo\" = \"p\".\"hi\" THEN\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"measure_value\" END)\n ELSE\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"measure_value\" END) +\n (\"p\".\"pos\" - \"p\".\"lo\") * (\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"hi\" THEN \"o\".\"measure_value\" END) -\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lo\" THEN \"o\".\"measure_value\" END)\n )\n END AS \"percentile_measure\"\nFROM \"ordered\" AS \"o\"\nJOIN \"positions\" AS \"p\"\n ON \"o\".\"y\" = \"p\".\"y\"\nGROUP BY \"o\".\"y\", \"p\".\"pos\", \"p\".\"lo\", \"p\".\"hi\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X4\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X4\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X4\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"y\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lo\\\",\\n CASE\\n WHEN (1.0 + 0.95 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"hi\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"y\\\", \\\"cnt\\\"\\n)\\nSELECT\\n \\\"o\\\".\\\"y\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lo\\\" = \\\"p\\\".\\\"hi\\\" THEN\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"measure_value\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"measure_value\\\" END) +\\n (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lo\\\") * (\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"hi\\\" THEN \\\"o\\\".\\\"measure_value\\\" END) -\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"measure_value\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"ordered\\\" AS \\\"o\\\"\\nJOIN \\\"positions\\\" AS \\\"p\\\"\\n ON \\\"o\\\".\\\"y\\\" = \\\"p\\\".\\\"y\\\"\\nGROUP BY \\\"o\\\".\\\"y\\\", \\\"p\\\".\\\"pos\\\", \\\"p\\\".\\\"lo\\\", \\\"p\\\".\\\"hi\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 96.0}, {\"y\": \"3\", \"percentile_measure\": 20.0}, {\"y\": \"1\", \"percentile_measure\": 19.0}, {\"y\": \"2\", \"percentile_measure\": 9.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 54.78}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c996f03f2a7e5102dbda10ad542df68ac05fdcf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:37:07.790685+00:00", + "ended_at": "2026-05-04T09:37:42.294083+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_aef76b1fbeb4e6c0", + "problem_id": "v2p_n6_6d5cd4be2cb92f69", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X4.", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_aef76b1fbeb4e6c0.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_aef76b1fbeb4e6c0", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 1237, + "total_tokens": 24004, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 642, + "estimated_total_tokens": 3318, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34412.48, + "sql_execution_elapsed_ms_total": 54.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_aef76b1fbeb4e6c0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfdfdee5143ccc7322bae8d45279096656320897 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:37:42.229551+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 34412.48, "started_at": "2026-05-04T09:37:07.793017+00:00", "ended_at": "2026-05-04T09:37:42.203883+00:00", "prompt_metrics": {"chars": 8600, "bytes_utf8": 8600, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 1841, "bytes_utf8": 1841, "lines": 1, "estimated_tokens": 642}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 1237}, "stderr_preview": "2026-05-04T09:37:08.028379Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:37:10.706926Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..760192131c0fb33c3648a70acfc91b06ae867143 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-ddca-7760-8ab3-d53314c72836"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '0' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"y\\\" and condition_col=\\\"y\\\", using condition_value '0' as provided.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22788,"cached_input_tokens":19840,"output_tokens":203}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..718caebd5d649fb013a5fe1332c0ba2db2be9277 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '0' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"y\" and condition_col=\"y\", using condition_value '0' as provided."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9aebca4b7530a270e2255050c9b595cc43bed110 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:02.986020Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:05.356714Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:13.937297Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f9ffb48e88760424bf3b07bd99d9ea18e1cc634 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=y, condition_col=y. +Result preview: [{"y": "0", "condition_rate": 1.0}, {"y": "3", "condition_rate": 0.0}, {"y": "2", "condition_rate": 0.0}, {"y": "1", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..69f7a60388786f8b26420aca515e899fede90bcb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_b2603f790b352dab +-- problem_id: v2p_n6_d80937766e226009 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '0' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n6" +GROUP BY "y" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc5eae26811b2eecdadc8c93a04aadbf434c9555 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '0' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '0' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"y\", \"condition_rate\"], \"rows\": [{\"y\": \"0\", \"condition_rate\": 1.0}, {\"y\": \"3\", \"condition_rate\": 0.0}, {\"y\": \"2\", \"condition_rate\": 0.0}, {\"y\": \"1\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..398987e8c7b3733c5f1e8440248a5796dcb2bb37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:05:02.773467+00:00", + "ended_at": "2026-05-04T09:05:14.833175+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b2603f790b352dab", + "problem_id": "v2p_n6_d80937766e226009", + "dataset_id": "n6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_b2603f790b352dab.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b2603f790b352dab", + "api_calls": 0, + "input_tokens": 22788, + "cached_input_tokens": 19840, + "output_tokens": 203, + "total_tokens": 22991, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2697, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2795, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12011.55, + "sql_execution_elapsed_ms_total": 7.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_b2603f790b352dab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a64b129ceeea02c684f6cb1ba026fed6ae99555 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b2603f790b352dab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:14.814982+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12011.55, "started_at": "2026-05-04T09:05:02.775741+00:00", "ended_at": "2026-05-04T09:05:14.787340+00:00", "prompt_metrics": {"chars": 8653, "bytes_utf8": 8653, "lines": 303, "estimated_tokens": 2697}, "response_metrics": {"chars": 354, "bytes_utf8": 354, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22788, "cached_input_tokens": 19840, "output_tokens": 203}, "stderr_preview": "2026-05-04T09:05:02.986020Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:05.356714Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..171239cf3972165dbb4a414f1823de08a5bb4825 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25d-0b63-7241-8194-12aa10054fba"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X9\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X9\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X9\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ordered\\\"\\n WHERE \\\"rn\\\" = ((95 * \\\"cnt\\\" + 99) / 100)\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"y\\\" via window functions. \\\"X9\\\" is cast from TEXT to REAL before ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":691}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb577a2dc2514cd60173dc24d0e0e201a530cd3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"y\",\n CAST(\"X9\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X9\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X9\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ordered\"\n WHERE \"rn\" = ((95 * \"cnt\" + 99) / 100)\n)\nSELECT\n \"y\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \"y\" via window functions. \"X9\" is cast from TEXT to REAL before ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..708b2302cc99627c6b156e4ae1c437841da016c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:41:17.363448Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:41:19.801144Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:41:39.052199Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d033733c7d597b79f9eee6c1566a2cd41e89cc7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "0", "percentile_measure": 105.0}, {"y": "1", "percentile_measure": 37.0}, {"y": "2", "percentile_measure": 19.0}, {"y": "3", "percentile_measure": 14.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ecfbdf1c942c3e8a4c9940ee9c89374ffd5657b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_b392385b2daf1b82 +-- problem_id: v2p_n6_1496a4f8a6c73cc2 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "y", + CAST("X9" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X9" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X9" IS NOT NULL +), +"percentiles" AS ( + SELECT + "y", + "measure_value" AS "percentile_measure" + FROM "ordered" + WHERE "rn" = ((95 * "cnt" + 99) / 100) +) +SELECT + "y", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa3df0dfad3de54db948ee9e2d696543f992fed2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"y\",\n CAST(\"X9\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X9\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X9\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ordered\"\n WHERE \"rn\" = ((95 * \"cnt\" + 99) / 100)\n)\nSELECT\n \"y\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X9\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X9\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X9\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ordered\\\"\\n WHERE \\\"rn\\\" = ((95 * \\\"cnt\\\" + 99) / 100)\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 105.0}, {\"y\": \"1\", \"percentile_measure\": 37.0}, {\"y\": \"2\", \"percentile_measure\": 19.0}, {\"y\": \"3\", \"percentile_measure\": 14.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.29}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..34e23bf24351e1f770f3bf194298bbb475044dda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:41:17.154046+00:00", + "ended_at": "2026-05-04T09:41:39.838592+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b392385b2daf1b82", + "problem_id": "v2p_n6_1496a4f8a6c73cc2", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_b392385b2daf1b82.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b392385b2daf1b82", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 691, + "total_tokens": 23458, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 253, + "estimated_total_tokens": 2929, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22620.13, + "sql_execution_elapsed_ms_total": 30.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_b392385b2daf1b82\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b756f16711b0526d3fd2c40ce3c8c944c5f73f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b392385b2daf1b82/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:41:39.795549+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22620.13, "started_at": "2026-05-04T09:41:17.156694+00:00", "ended_at": "2026-05-04T09:41:39.777193+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 822, "bytes_utf8": 822, "lines": 1, "estimated_tokens": 253}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 691}, "stderr_preview": "2026-05-04T09:41:17.363448Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:41:19.801144Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "entity_col": "X14", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0f9bfd0e7487287dd92f1775e6372341e3e9a08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-eb1c-7ac0-a75c-609eedf0eb8b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X14\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X14\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X14\\\", and entity_col=\\\"X14\\\". CAST(\\\"X14\\\" AS REAL) is applied because the schema stores feature columns as TEXT while the measure is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":19840,"output_tokens":180}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..90fcd05b048d032269aaaa751500af272ed11093 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X14\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X14\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X14\", and entity_col=\"X14\". CAST(\"X14\" AS REAL) is applied because the schema stores feature columns as TEXT while the measure is numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b46a2b9d3e791620a32cc5b7b06ae725e6d849dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:40.554602Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:42.980686Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:52.258415Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..28400db73e35dca20527432a090bd8d37da9bbdf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X14. +Result preview: [{"y": "3", "support": 2000, "avg_measure": -0.1815, "distinct_entities": 63}, {"y": "2", "support": 2000, "avg_measure": -0.3715, "distinct_entities": 59}, {"y": "1", "support": 2000, "avg_measure": 3.646, "distinct_entities": 87}, {"y": "0", "support": 2000, "avg_measure": -14.7365, "distinct_entities": 335}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..801a916e8cc4b578c92d5f3bd48817d3d2fda90a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_b4d82ceb123a8b67 +-- problem_id: v2p_n6_e65c82fa3f49d603 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X14" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X14") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81322828d4fbe819a93eb5afbf0998e99e44676e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X14\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X14\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X14\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X14\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": -0.1815, \"distinct_entities\": 63}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": -0.3715, \"distinct_entities\": 59}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": 3.646, \"distinct_entities\": 87}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -14.7365, \"distinct_entities\": 335}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.61}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8145cc5b4d25af95e25cc4818cd667423262d0ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:23:40.299605+00:00", + "ended_at": "2026-05-04T09:23:52.856552+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b4d82ceb123a8b67", + "problem_id": "v2p_n6_e65c82fa3f49d603", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X14.", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "entity_col": "X14", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_b4d82ceb123a8b67.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b4d82ceb123a8b67", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 19840, + "output_tokens": 180, + "total_tokens": 22983, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2848, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12496.22, + "sql_execution_elapsed_ms_total": 13.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_b4d82ceb123a8b67\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60d2e832ee24e0fc340b0fbc4fd6c5d53efe868b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b4d82ceb123a8b67/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:52.828361+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12496.22, "started_at": "2026-05-04T09:23:40.301985+00:00", "ended_at": "2026-05-04T09:23:52.798265+00:00", "prompt_metrics": {"chars": 8707, "bytes_utf8": 8707, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22803, "cached_input_tokens": 19840, "output_tokens": 180}, "stderr_preview": "2026-05-04T09:23:40.554602Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:42.980686Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X5.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "X5", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5358e675fa350e3bd44edf991eed3c8a10e89831 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df263-8af9-74c3-b047-7e3638054da5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH stats AS (\\n SELECT\\n AVG(CAST(\\\"X5\\\" AS REAL)) AS mean_x5,\\n AVG(CAST(\\\"X5\\\" AS REAL) * CAST(\\\"X5\\\" AS REAL)) - AVG(CAST(\\\"X5\\\" AS REAL)) * AVG(CAST(\\\"X5\\\" AS REAL)) AS var_x5\\n FROM \\\"n6\\\"\\n),\\nscored AS (\\n SELECT\\n \\\"n6\\\".*,\\n (CAST(\\\"X5\\\" AS REAL) - stats.mean_x5) * (CAST(\\\"X5\\\" AS REAL) - stats.mean_x5) / NULLIF(stats.var_x5, 0) AS z_score_sq\\n FROM \\\"n6\\\"\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE z_score_sq > 4.0\\nORDER BY CAST(\\\"X5\\\" AS REAL) DESC;\",\"notes\":\"SQLite does not support STDDEV reliably, so this uses the equivalent squared z-score test with variance: ABS(z) > 2.0 becomes z^2 > 4.0. \\\"X5\\\" is CAST to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22817,"cached_input_tokens":21888,"output_tokens":529}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ad9ab4cd9dfbb0afecf9917653fc981635cf5f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH stats AS (\n SELECT\n AVG(CAST(\"X5\" AS REAL)) AS mean_x5,\n AVG(CAST(\"X5\" AS REAL) * CAST(\"X5\" AS REAL)) - AVG(CAST(\"X5\" AS REAL)) * AVG(CAST(\"X5\" AS REAL)) AS var_x5\n FROM \"n6\"\n),\nscored AS (\n SELECT\n \"n6\".*,\n (CAST(\"X5\" AS REAL) - stats.mean_x5) * (CAST(\"X5\" AS REAL) - stats.mean_x5) / NULLIF(stats.var_x5, 0) AS z_score_sq\n FROM \"n6\"\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE z_score_sq > 4.0\nORDER BY CAST(\"X5\" AS REAL) DESC;","notes":"SQLite does not support STDDEV reliably, so this uses the equivalent squared z-score test with variance: ABS(z) > 2.0 becomes z^2 > 4.0. \"X5\" is CAST to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1061c9c2a451de4bfb65fb4ee14eb04a4f6fac0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:48:23.226536Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:48:25.579825Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:48:40.522452Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..273211fca74cb1c9b01cef7e88e82dd92dcd297b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X5. +Result preview: [{"X1": "90", "X2": "164", "X3": "222", "X4": "246", "X5": "249", "X6": "229", "X7": "205", "X8": "161", "X9": "88", "X10": "-7", "X11": "-72", "X12": "-87", "X13": "-56", "X14": "-24", "X15": "-5", "X16": "35", "y": "0", "z_score_sq": 44.454632767011695}, {"X1": "13", "X2": "66", "X3": "127", "X4": "192", "X5": "228", "X6": "245", "X7": "220", "X8": "165", "X9": "77", "X10": "-15", "X11": "-101", "X12": "-168", "X13": "-206", "X14": "-219", "X15": "-214", "X16": "-206", "y": "0", "z_score_sq": 37.32233912823674}, {"X1": "41", "X2": "68", "X3": "110", "X4": "157", "X5": "196", "X6": "218", "X7": "194", "X8": "143", "X9": "82", "X10": "39", "X11": "7", "X12": "-10", "X13": "-39", "X14": "-67", "X15": "-89", "X16": "-83", "y": "0", "z_score_sq": 27.652512840386674}, {"X1": "140", "X2": "183", "X3": "210", "X4": "209", "X5": "178", "X6": "99", "X7": "10", "X8": "-64", "X9": "-132", "X10": "-173", "X11": "-181", "X12": "-165", "X13": "-122", "X14": "-63", "X15": "-29", "X16": "-7", "y": "0", "z_score_sq": 22.849195233287737}, {"X1": "102", "X2": "187", "X3": "222", "X4": "222", "X5": "175", "X6": "103", "X7": "23", "X8": "-54", "X9": "-127", "X10": "-180", "X11": "-197", "X12": "-187", "X13": "-155", "X14": "-98", "X15": "-32", "X16": "32", "y": "0", "z_score_sq": 22.09315947635842}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..78dabac5a7aacac480ccb801b6e750526efd06f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/generated_sql.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n6_b5cf65140be14c6e +-- problem_id: v2p_n6_ae1d38fd375eca38 +-- realization_mode: agent +-- source_kind: agent +WITH stats AS ( + SELECT + AVG(CAST("X5" AS REAL)) AS mean_x5, + AVG(CAST("X5" AS REAL) * CAST("X5" AS REAL)) - AVG(CAST("X5" AS REAL)) * AVG(CAST("X5" AS REAL)) AS var_x5 + FROM "n6" +), +scored AS ( + SELECT + "n6".*, + (CAST("X5" AS REAL) - stats.mean_x5) * (CAST("X5" AS REAL) - stats.mean_x5) / NULLIF(stats.var_x5, 0) AS z_score_sq + FROM "n6" + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE z_score_sq > 4.0 +ORDER BY CAST("X5" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73d9553b825e227b0a4981417f689d18cf9cd8f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH stats AS (\n SELECT\n AVG(CAST(\"X5\" AS REAL)) AS mean_x5,\n AVG(CAST(\"X5\" AS REAL) * CAST(\"X5\" AS REAL)) - AVG(CAST(\"X5\" AS REAL)) * AVG(CAST(\"X5\" AS REAL)) AS var_x5\n FROM \"n6\"\n),\nscored AS (\n SELECT\n \"n6\".*,\n (CAST(\"X5\" AS REAL) - stats.mean_x5) * (CAST(\"X5\" AS REAL) - stats.mean_x5) / NULLIF(stats.var_x5, 0) AS z_score_sq\n FROM \"n6\"\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE z_score_sq > 4.0\nORDER BY CAST(\"X5\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH stats AS (\\n SELECT\\n AVG(CAST(\\\"X5\\\" AS REAL)) AS mean_x5,\\n AVG(CAST(\\\"X5\\\" AS REAL) * CAST(\\\"X5\\\" AS REAL)) - AVG(CAST(\\\"X5\\\" AS REAL)) * AVG(CAST(\\\"X5\\\" AS REAL)) AS var_x5\\n FROM \\\"n6\\\"\\n),\\nscored AS (\\n SELECT\\n \\\"n6\\\".*,\\n (CAST(\\\"X5\\\" AS REAL) - stats.mean_x5) * (CAST(\\\"X5\\\" AS REAL) - stats.mean_x5) / NULLIF(stats.var_x5, 0) AS z_score_sq\\n FROM \\\"n6\\\"\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE z_score_sq > 4.0\\nORDER BY CAST(\\\"X5\\\" AS REAL) DESC;\", \"columns\": [\"X1\", \"X2\", \"X3\", \"X4\", \"X5\", \"X6\", \"X7\", \"X8\", \"X9\", \"X10\", \"X11\", \"X12\", \"X13\", \"X14\", \"X15\", \"X16\", \"y\", \"z_score_sq\"], \"rows\": [{\"X1\": \"90\", \"X2\": \"164\", \"X3\": \"222\", \"X4\": \"246\", \"X5\": \"249\", \"X6\": \"229\", \"X7\": \"205\", \"X8\": \"161\", \"X9\": \"88\", \"X10\": \"-7\", \"X11\": \"-72\", \"X12\": \"-87\", \"X13\": \"-56\", \"X14\": \"-24\", \"X15\": \"-5\", \"X16\": \"35\", \"y\": \"0\", \"z_score_sq\": 44.454632767011695}, {\"X1\": \"13\", \"X2\": \"66\", \"X3\": \"127\", \"X4\": \"192\", \"X5\": \"228\", \"X6\": \"245\", \"X7\": \"220\", \"X8\": \"165\", \"X9\": \"77\", \"X10\": \"-15\", \"X11\": \"-101\", \"X12\": \"-168\", \"X13\": \"-206\", \"X14\": \"-219\", \"X15\": \"-214\", \"X16\": \"-206\", \"y\": \"0\", \"z_score_sq\": 37.32233912823674}, {\"X1\": \"41\", \"X2\": \"68\", \"X3\": \"110\", \"X4\": \"157\", \"X5\": \"196\", \"X6\": \"218\", \"X7\": \"194\", \"X8\": \"143\", \"X9\": \"82\", \"X10\": \"39\", \"X11\": \"7\", \"X12\": \"-10\", \"X13\": \"-39\", \"X14\": \"-67\", \"X15\": \"-89\", \"X16\": \"-83\", \"y\": \"0\", \"z_score_sq\": 27.652512840386674}, {\"X1\": \"140\", \"X2\": \"183\", \"X3\": \"210\", \"X4\": \"209\", \"X5\": \"178\", \"X6\": \"99\", \"X7\": \"10\", \"X8\": \"-64\", \"X9\": \"-132\", \"X10\": \"-173\", \"X11\": \"-181\", \"X12\": \"-165\", \"X13\": \"-122\", \"X14\": 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\"-110\", \"X12\": \"-80\", \"X13\": \"-9\", \"X14\": \"16\", \"X15\": \"43\", \"X16\": \"93\", \"y\": \"0\", \"z_score_sq\": 11.009478227667804}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.96}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1c7cc5c76ee7b333695feacb6936f15603e809c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:48:22.994430+00:00", + "ended_at": "2026-05-04T09:48:41.365928+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b5cf65140be14c6e", + "problem_id": "v2p_n6_ae1d38fd375eca38", + "dataset_id": "n6", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X5.", + "bindings": { + "measure_col": "X5", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_b5cf65140be14c6e.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b5cf65140be14c6e", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 529, + "total_tokens": 23346, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 263, + "estimated_total_tokens": 2989, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18330.83, + "sql_execution_elapsed_ms_total": 8.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_b5cf65140be14c6e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..857fa8cfea0962c72d3e4c828d1fb4e4202eea0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:48:41.348164+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18330.83, "started_at": "2026-05-04T09:48:22.995459+00:00", "ended_at": "2026-05-04T09:48:41.328386+00:00", "prompt_metrics": {"chars": 8685, "bytes_utf8": 8685, "lines": 298, "estimated_tokens": 2726}, "response_metrics": {"chars": 761, "bytes_utf8": 761, "lines": 1, "estimated_tokens": 263}, "usage": {"input_tokens": 22817, "cached_input_tokens": 21888, "output_tokens": 529}, "stderr_preview": "2026-05-04T09:48:23.226536Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:48:25.579825Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 4.0\\nORDER BY CAST(\\\"X5\\\" AS REAL) DESC;\",\"notes\":\"SQLite does not support STDDEV reliably, so this uses the equivalent squared z-score test with variance: ABS(z) > 2.0 becomes z^2 > 4.0. \\\"X5\\\" is CAST to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..125fe114de5ffe840b6478d534b408a037edeea2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b5cf65140be14c6e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b5cf65140be14c6e", + "api_calls": 0, + "input_tokens": 22817, + "cached_input_tokens": 21888, + "output_tokens": 529, + "total_tokens": 23346, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2726, + "estimated_output_tokens": 263, + "estimated_total_tokens": 2989, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18330.83, + "sql_execution_elapsed_ms_total": 8.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_b5cf65140be14c6e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8edf8441459a361f8873150d6f19d915f4d2f7e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X11": "1", "support": 415, "avg_response": 0.2216867469879518}, {"X11": "-1", "support": 410, "avg_response": -0.15121951219512195}, {"X11": "-2", "support": 399, "avg_response": -1.6716791979949874}, {"X11": "2", "support": 360, "avg_response": 0.07777777777777778}, {"X11": "-3", "support": 337, "avg_response": -2.14540059347181}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d25e3253676a57728e3743ca7fbff3930c41df80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_b6ea15a50862ed7d +-- problem_id: v2p_n6_d9b403dbc83b04e5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X11", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X11" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3abc8c84ed2f4398ca91c98ffd8dd1bf1b867683 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_b6ea15a50862ed7d\n-- problem_id: v2p_n6_d9b403dbc83b04e5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X11\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X11\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_b6ea15a50862ed7d\\n-- problem_id: v2p_n6_d9b403dbc83b04e5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X11\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X11\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X11\", \"support\", \"avg_response\"], \"rows\": [{\"X11\": \"1\", \"support\": 415, \"avg_response\": 0.2216867469879518}, {\"X11\": \"-1\", \"support\": 410, \"avg_response\": -0.15121951219512195}, {\"X11\": \"-2\", \"support\": 399, \"avg_response\": -1.6716791979949874}, {\"X11\": \"2\", \"support\": 360, \"avg_response\": 0.07777777777777778}, {\"X11\": \"-3\", \"support\": 337, \"avg_response\": -2.14540059347181}, {\"X11\": \"0\", \"support\": 324, \"avg_response\": -1.0308641975308641}, {\"X11\": \"3\", \"support\": 301, \"avg_response\": 1.6378737541528239}, {\"X11\": \"4\", \"support\": 292, \"avg_response\": 0.4212328767123288}, {\"X11\": \"-4\", \"support\": 291, \"avg_response\": -1.859106529209622}, {\"X11\": \"-5\", \"support\": 254, \"avg_response\": -1.795275590551181}, {\"X11\": \"5\", \"support\": 239, \"avg_response\": 0.8493723849372385}, {\"X11\": \"-6\", \"support\": 225, \"avg_response\": -3.9955555555555557}, {\"X11\": \"6\", \"support\": 205, \"avg_response\": 1.2536585365853659}, {\"X11\": \"7\", \"support\": 158, \"avg_response\": 5.025316455696203}, {\"X11\": \"-7\", \"support\": 148, \"avg_response\": -3.891891891891892}, {\"X11\": \"8\", \"support\": 145, \"avg_response\": 1.006896551724138}, {\"X11\": \"-8\", \"support\": 136, \"avg_response\": -2.1176470588235294}, {\"X11\": \"9\", \"support\": 111, \"avg_response\": -1.3333333333333333}, {\"X11\": \"-10\", \"support\": 111, \"avg_response\": -7.792792792792793}, {\"X11\": \"-9\", \"support\": 108, \"avg_response\": -5.925925925925926}, {\"X11\": \"-12\", \"support\": 102, \"avg_response\": -10.617647058823529}, {\"X11\": \"-11\", \"support\": 93, \"avg_response\": -7.139784946236559}, {\"X11\": \"10\", \"support\": 90, \"avg_response\": 2.6333333333333333}, {\"X11\": \"11\", \"support\": 78, \"avg_response\": 1.358974358974359}, {\"X11\": \"-13\", \"support\": 68, \"avg_response\": -3.0441176470588234}, {\"X11\": \"14\", \"support\": 62, \"avg_response\": -3.9516129032258065}, {\"X11\": \"12\", \"support\": 58, \"avg_response\": 4.706896551724138}, {\"X11\": \"-14\", \"support\": 57, \"avg_response\": -4.508771929824562}, {\"X11\": \"13\", \"support\": 47, \"avg_response\": 8.74468085106383}, {\"X11\": \"18\", \"support\": 43, \"avg_response\": 1.744186046511628}, {\"X11\": \"23\", \"support\": 40, \"avg_response\": -1.8}, {\"X11\": \"-16\", \"support\": 40, \"avg_response\": -4.9}, {\"X11\": \"-19\", \"support\": 37, \"avg_response\": -6.054054054054054}, {\"X11\": \"-15\", \"support\": 37, \"avg_response\": -8.135135135135135}, {\"X11\": \"16\", \"support\": 36, \"avg_response\": 7.916666666666667}, {\"X11\": \"-17\", \"support\": 36, \"avg_response\": -0.2222222222222222}, {\"X11\": \"17\", \"support\": 36, \"avg_response\": -2.75}, {\"X11\": \"19\", \"support\": 34, \"avg_response\": -2.0588235294117645}, {\"X11\": \"-21\", \"support\": 33, \"avg_response\": -10.969696969696969}, {\"X11\": \"15\", \"support\": 31, \"avg_response\": -4.580645161290323}, {\"X11\": \"-18\", \"support\": 29, \"avg_response\": 3.6551724137931036}, {\"X11\": \"20\", \"support\": 29, \"avg_response\": 3.2758620689655173}, {\"X11\": \"21\", \"support\": 29, \"avg_response\": -4.827586206896552}, {\"X11\": \"-20\", \"support\": 29, \"avg_response\": -14.620689655172415}, {\"X11\": \"-23\", \"support\": 27, \"avg_response\": -6.185185185185185}, {\"X11\": \"-24\", \"support\": 26, \"avg_response\": -16.96153846153846}, {\"X11\": \"-28\", \"support\": 26, \"avg_response\": -19.384615384615383}, {\"X11\": \"-26\", \"support\": 25, \"avg_response\": -16.36}, {\"X11\": \"-34\", \"support\": 25, \"avg_response\": -24.76}, {\"X11\": \"-30\", \"support\": 22, \"avg_response\": -20.5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ab2928785ccb5e3c70c0efc3ac4e0b75f1c48b7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.407142+00:00", + "ended_at": "2026-05-04T09:50:30.417049+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b6ea15a50862ed7d", + "problem_id": "v2p_n6_d9b403dbc83b04e5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X11.", + "bindings": { + "key_col": "X11", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=39", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 39, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_b6ea15a50862ed7d.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a65afaa65d7f2b54d804416bf227d811c9fc558c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8611, "bytes_utf8": 8611, "lines": 302, "estimated_tokens": 2690}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22779, "cached_input_tokens": 21888, "output_tokens": 184}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b4ddcf9ab6f4530c508f1ec56b861ff5d30ffb16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b7527dc6b1ac7953", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 184, + "total_tokens": 22963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13298.26, + "sql_execution_elapsed_ms_total": 3.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_b7527dc6b1ac7953\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e1c26a2d6e07c4984240766fc3b49c67efb7000e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:20:10.300671+00:00", + "ended_at": "2026-05-04T09:20:23.598569+00:00", + "elapsed_ms": 13298.26, + "prompt_metrics": { + "chars": 8611, + "bytes_utf8": 8611, + "lines": 302, + "estimated_tokens": 2690 + }, + "stdout_metrics": { + "chars": 756, + "bytes_utf8": 756, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13269 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 430, + "bytes_utf8": 430, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 184 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fae24a251fb82c2aa3f7f85a59efa9018d5b5b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X16", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5fccaba4b9182b1788115ab312a2ded5c7cef64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-b6c1-7dc2-8d66-a65ce19eadb9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X16\\\" AS REAL) >= 4.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X16\\\". CAST to REAL is applied because the schema stores numeric-looking feature values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22779,"cached_input_tokens":21888,"output_tokens":184}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab2e419da7f469f674df1b3afabbcf8e358e6a60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X16\" AS REAL) >= 4.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"y\" and predicate_col bound to \"X16\". CAST to REAL is applied because the schema stores numeric-looking feature values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01ea93fc1b62fb887b5bf3692f1be3937369b422 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:10.489524Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:12.840630Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:22.872585Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b93954019f00946a13155e147560af16fcca235a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y. +Result preview: [{"y": "0", "support": 769}, {"y": "1", "support": 541}, {"y": "3", "support": 429}, {"y": "2", "support": 354}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d1ac1f71816d7e2696650098f1b632a8de870ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_b7527dc6b1ac7953 +-- problem_id: v2p_n6_d59396d7cdf93a05 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X16" AS REAL) >= 4.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c4a0df5243e65970948d46b6399c662ea0068e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X16\" AS REAL) >= 4.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X16\\\" AS REAL) >= 4.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 769}, {\"y\": \"1\", \"support\": 541}, {\"y\": \"3\", \"support\": 429}, {\"y\": \"2\", \"support\": 354}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..df23f2db5b07857dd00cb358b86f339468fc957f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:20:10.297124+00:00", + "ended_at": "2026-05-04T09:20:23.634655+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b7527dc6b1ac7953", + "problem_id": "v2p_n6_d59396d7cdf93a05", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X16", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_b7527dc6b1ac7953.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b7527dc6b1ac7953", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 184, + "total_tokens": 22963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13298.26, + "sql_execution_elapsed_ms_total": 3.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_b7527dc6b1ac7953\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8bceead1b9c60d513ec23f7b0d3b16fb8b841db1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:23.619041+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13298.26, "started_at": "2026-05-04T09:20:10.300671+00:00", "ended_at": "2026-05-04T09:20:23.598569+00:00", "prompt_metrics": {"chars": 8611, "bytes_utf8": 8611, "lines": 302, "estimated_tokens": 2690}, "response_metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22779, "cached_input_tokens": 21888, "output_tokens": 184}, "stderr_preview": "2026-05-04T09:20:10.489524Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:12.840630Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X16\\\". CAST to REAL is applied because the schema stores numeric-looking feature values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c5761b37cc0ab5b2e547ea804f16976100b716ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7527dc6b1ac7953/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b7527dc6b1ac7953", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 184, + "total_tokens": 22963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13298.26, + "sql_execution_elapsed_ms_total": 3.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_b7527dc6b1ac7953\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..03013fb057da014411578761aaa3b93303d163f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 2000, "support_share": 0.25, "cumulative_support": 2000}, {"value_label": "1", "support": 2000, "support_share": 0.25, "cumulative_support": 4000}, {"value_label": "2", "support": 2000, "support_share": 0.25, "cumulative_support": 6000}, {"value_label": "3", "support": 2000, "support_share": 0.25, "cumulative_support": 8000}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb84ead00b115ff657e50b741d3b95a0749b1628 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n6_b7d6fe042a6126e6 +-- problem_id: v2p_n6_3373bfcad22f2918 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "y" AS value_label, COUNT(*) AS support + FROM "n6" + GROUP BY "y" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61d4968370358bb73f4eaf1304da863e544a1eea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n6_b7d6fe042a6126e6\n-- problem_id: v2p_n6_3373bfcad22f2918\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"y\" AS value_label, COUNT(*) AS support\n FROM \"n6\"\n GROUP BY \"y\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n6_b7d6fe042a6126e6\\n-- problem_id: v2p_n6_3373bfcad22f2918\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"y\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 2000, \"support_share\": 0.25, \"cumulative_support\": 2000}, {\"value_label\": \"1\", \"support\": 2000, \"support_share\": 0.25, \"cumulative_support\": 4000}, {\"value_label\": \"2\", \"support\": 2000, \"support_share\": 0.25, \"cumulative_support\": 6000}, {\"value_label\": \"3\", \"support\": 2000, \"support_share\": 0.25, \"cumulative_support\": 8000}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..abfcdee8a7db3725a593f90c7631e6a0620298cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:29.868509+00:00", + "ended_at": "2026-05-04T09:50:29.879558+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b7d6fe042a6126e6", + "problem_id": "v2p_n6_3373bfcad22f2918", + "dataset_id": "n6", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=y.", + "bindings": { + "group_col": "y" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_b7d6fe042a6126e6.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59a5524a492fd5b1b035d34b7333af529828794e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8905, "bytes_utf8": 8905, "lines": 305, "estimated_tokens": 2748}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1132, "bytes_utf8": 1132, "lines": 1, "estimated_tokens": 342}, "usage": {"input_tokens": 22839, "cached_input_tokens": 21888, "output_tokens": 864}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3d3879c315caaf60447e403299fbe868989807f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b969d6962a48a5b6", + "api_calls": 0, + "input_tokens": 22839, + "cached_input_tokens": 21888, + "output_tokens": 864, + "total_tokens": 23703, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2748, + "estimated_output_tokens": 342, + "estimated_total_tokens": 3090, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25800.91, + "sql_execution_elapsed_ms_total": 11.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_b969d6962a48a5b6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..772b2a06daa078e8e600ae27dcd6243800a5ad22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:12:36.285748+00:00", + "ended_at": "2026-05-04T09:13:02.086502+00:00", + "elapsed_ms": 25800.91, + "prompt_metrics": { + "chars": 8905, + "bytes_utf8": 8905, + "lines": 305, + "estimated_tokens": 2748 + }, + "stdout_metrics": { + "chars": 1598, + "bytes_utf8": 1598, + "lines": 4, + "estimated_tokens": 536 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13198 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1132, + "bytes_utf8": 1132, + "lines": 1, + "estimated_tokens": 342 + }, + "usage": { + "input_tokens": 22839, + "cached_input_tokens": 21888, + "output_tokens": 864 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62c08e09d0cea9cff3fcd94ff4bbcac17c8d30b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X5, condition_col=y.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32ccd62b62ccf9acfa497b6dfdb2d4ee63cf2cee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-c955-75d0-a1f9-9375a2ed0f69"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\" AS \\\"group_value\\\",\\n CAST(\\\"X5\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X5\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '0'\\n AND \\\"X5\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"groups\\\".\\\"y\\\",\\n (\\n SELECT \\\"ranked\\\".\\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"ranked\\\".\\\"group_value\\\" = \\\"groups\\\".\\\"y\\\"\\n AND \\\"ranked\\\".\\\"rn\\\" = CAST(((95 * \\\"ranked\\\".\\\"cnt\\\") + 99) / 100 AS INTEGER)\\n LIMIT 1\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the template for SQLite by replacing PERCENTILE_CONT with a nearest-rank 95th percentile using window functions. \\\"X5\\\" is cast from TEXT to REAL, and because group_col and condition_col are both \\\"y\\\" with condition_value '0', only the \\\"y\\\"='0' group will have a non-NULL conditional percentile.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22839,"cached_input_tokens":21888,"output_tokens":864}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6897e2827af2136e56188902a0fb8a4f93eb7e2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n),\n\"ranked\" AS (\n SELECT\n \"y\" AS \"group_value\",\n CAST(\"X5\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X5\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" = '0'\n AND \"X5\" IS NOT NULL\n)\nSELECT\n \"groups\".\"y\",\n (\n SELECT \"ranked\".\"measure_value\"\n FROM \"ranked\"\n WHERE \"ranked\".\"group_value\" = \"groups\".\"y\"\n AND \"ranked\".\"rn\" = CAST(((95 * \"ranked\".\"cnt\") + 99) / 100 AS INTEGER)\n LIMIT 1\n ) AS \"conditional_percentile\"\nFROM \"groups\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Repaired the template for SQLite by replacing PERCENTILE_CONT with a nearest-rank 95th percentile using window functions. \"X5\" is cast from TEXT to REAL, and because group_col and condition_col are both \"y\" with condition_value '0', only the \"y\"='0' group will have a non-NULL conditional percentile."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..255d860358d074a6c5f016e22cb8e8128b4ff415 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:12:36.502151Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:12:38.875146Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:13:01.312292Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9c66e68f163fe60d660fa1360851c688765c053 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X5, condition_col=y. +Result preview: [{"y": "0", "conditional_percentile": 99.0}, {"y": "1", "conditional_percentile": null}, {"y": "2", "conditional_percentile": null}, {"y": "3", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c0e2faf0aca8bfe3e7f0dc2dccaf40bf000d4fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_b969d6962a48a5b6 +-- problem_id: v2p_n6_b117eb6314c566c6 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "y" + FROM "n6" +), +"ranked" AS ( + SELECT + "y" AS "group_value", + CAST("X5" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X5" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "y" = '0' + AND "X5" IS NOT NULL +) +SELECT + "groups"."y", + ( + SELECT "ranked"."measure_value" + FROM "ranked" + WHERE "ranked"."group_value" = "groups"."y" + AND "ranked"."rn" = CAST(((95 * "ranked"."cnt") + 99) / 100 AS INTEGER) + LIMIT 1 + ) AS "conditional_percentile" +FROM "groups" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ec08724d5e5bd528b4d068ab0bccd0756467839 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n),\n\"ranked\" AS (\n SELECT\n \"y\" AS \"group_value\",\n CAST(\"X5\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X5\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" = '0'\n AND \"X5\" IS NOT NULL\n)\nSELECT\n \"groups\".\"y\",\n (\n SELECT \"ranked\".\"measure_value\"\n FROM \"ranked\"\n WHERE \"ranked\".\"group_value\" = \"groups\".\"y\"\n AND \"ranked\".\"rn\" = CAST(((95 * \"ranked\".\"cnt\") + 99) / 100 AS INTEGER)\n LIMIT 1\n ) AS \"conditional_percentile\"\nFROM \"groups\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\" AS \\\"group_value\\\",\\n CAST(\\\"X5\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X5\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '0'\\n AND \\\"X5\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"groups\\\".\\\"y\\\",\\n (\\n SELECT \\\"ranked\\\".\\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"ranked\\\".\\\"group_value\\\" = \\\"groups\\\".\\\"y\\\"\\n AND \\\"ranked\\\".\\\"rn\\\" = CAST(((95 * \\\"ranked\\\".\\\"cnt\\\") + 99) / 100 AS INTEGER)\\n LIMIT 1\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"y\", \"conditional_percentile\"], \"rows\": [{\"y\": \"0\", \"conditional_percentile\": 99.0}, {\"y\": \"1\", \"conditional_percentile\": null}, {\"y\": \"2\", \"conditional_percentile\": null}, {\"y\": \"3\", \"conditional_percentile\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.17}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d89faa8b699edb1d69e9a335f8d1ac48b3a6bbb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:12:36.282826+00:00", + "ended_at": "2026-05-04T09:13:02.126132+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b969d6962a48a5b6", + "problem_id": "v2p_n6_b117eb6314c566c6", + "dataset_id": "n6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X5, condition_col=y.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_b969d6962a48a5b6.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b969d6962a48a5b6", + "api_calls": 0, + "input_tokens": 22839, + "cached_input_tokens": 21888, + "output_tokens": 864, + "total_tokens": 23703, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2748, + "estimated_output_tokens": 342, + "estimated_total_tokens": 3090, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25800.91, + "sql_execution_elapsed_ms_total": 11.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_b969d6962a48a5b6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5290c09b0d048597d43190b794da385ed912173b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_b969d6962a48a5b6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:13:02.105458+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25800.91, "started_at": "2026-05-04T09:12:36.285748+00:00", "ended_at": "2026-05-04T09:13:02.086502+00:00", "prompt_metrics": {"chars": 8905, "bytes_utf8": 8905, "lines": 305, "estimated_tokens": 2748}, "response_metrics": {"chars": 1132, "bytes_utf8": 1132, "lines": 1, "estimated_tokens": 342}, "usage": {"input_tokens": 22839, "cached_input_tokens": 21888, "output_tokens": 864}, "stderr_preview": "2026-05-04T09:12:36.502151Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:12:38.875146Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..62b985aa19b20735973cdd2f03897baad85a8b58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25c-bf28-7742-afd1-5564d568809e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X8\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X8\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X8\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) + CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"pct_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"y\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"y\\\",\\n r.\\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" r\\nJOIN \\\"target_rank\\\" t\\n ON r.\\\"y\\\" = t.\\\"y\\\"\\n AND r.\\\"rn\\\" = t.\\\"pct_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 95th percentile per group on CAST(\\\"X8\\\" AS REAL). Identifiers are double-quoted and only table \\\"n6\\\" with columns \\\"y\\\" and \\\"X8\\\" is used.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":594}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a2a2e78daf8aa2ad8fa07d72c45dfc4d6a201a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X8\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X8\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X8\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"y\",\n CAST((0.95 * \"cnt\") AS INTEGER) + CASE\n WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END AS \"pct_rn\"\n FROM \"ranked\"\n GROUP BY \"y\", \"cnt\"\n)\nSELECT\n r.\"y\",\n r.\"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\" r\nJOIN \"target_rank\" t\n ON r.\"y\" = t.\"y\"\n AND r.\"rn\" = t.\"pct_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 95th percentile per group on CAST(\"X8\" AS REAL). Identifiers are double-quoted and only table \"n6\" with columns \"y\" and \"X8\" is used."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b5ac15d572c9eb15162b0d39d44c46b4686d66f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:40:57.883119Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:41:00.222673Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:41:16.349726Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2107ffd04e77d33f3d7752f9d6f9c172083b54b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X8. +Result preview: [{"y": "0", "percentile_measure": 103.0}, {"y": "3", "percentile_measure": 19.0}, {"y": "1", "percentile_measure": 12.0}, {"y": "2", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b371a71583d7be63de1468b6796344a317a5b2a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/generated_sql.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_bc0295444b81db5c +-- problem_id: v2p_n6_aacbb6f08fc14ea6 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X8" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X8" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X8" IS NOT NULL +), +"target_rank" AS ( + SELECT + "y", + CAST((0.95 * "cnt") AS INTEGER) + CASE + WHEN (0.95 * "cnt") > CAST((0.95 * "cnt") AS INTEGER) THEN 1 + ELSE 0 + END AS "pct_rn" + FROM "ranked" + GROUP BY "y", "cnt" +) +SELECT + r."y", + r."measure_value" AS "percentile_measure" +FROM "ranked" r +JOIN "target_rank" t + ON r."y" = t."y" + AND r."rn" = t."pct_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..895f178e581ee5ac758c72276ab891f98a86ab22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X8\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X8\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X8\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"y\",\n CAST((0.95 * \"cnt\") AS INTEGER) + CASE\n WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END AS \"pct_rn\"\n FROM \"ranked\"\n GROUP BY \"y\", \"cnt\"\n)\nSELECT\n r.\"y\",\n r.\"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\" r\nJOIN \"target_rank\" t\n ON r.\"y\" = t.\"y\"\n AND r.\"rn\" = t.\"pct_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X8\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X8\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X8\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) + CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"pct_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"y\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"y\\\",\\n r.\\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" r\\nJOIN \\\"target_rank\\\" t\\n ON r.\\\"y\\\" = t.\\\"y\\\"\\n AND r.\\\"rn\\\" = t.\\\"pct_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 103.0}, {\"y\": \"3\", \"percentile_measure\": 19.0}, {\"y\": \"1\", \"percentile_measure\": 12.0}, {\"y\": \"2\", \"percentile_measure\": 7.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 48.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a6d566719d3f0b7471b3fc946d635e4051163b86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:40:54.152166+00:00", + "ended_at": "2026-05-04T09:41:17.151206+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_bc0295444b81db5c", + "problem_id": "v2p_n6_aacbb6f08fc14ea6", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_bc0295444b81db5c.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_bc0295444b81db5c", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 594, + "total_tokens": 23361, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 345, + "estimated_total_tokens": 3021, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22914.0, + "sql_execution_elapsed_ms_total": 48.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_bc0295444b81db5c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a74893868cbc0c4b7b09d7551c890f0c2c323b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:41:17.092677+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22914.0, "started_at": "2026-05-04T09:40:54.155324+00:00", "ended_at": "2026-05-04T09:41:17.069274+00:00", "prompt_metrics": {"chars": 8600, "bytes_utf8": 8600, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 1053, "bytes_utf8": 1053, "lines": 1, "estimated_tokens": 345}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 594}, "stderr_preview": "2026-05-04T09:40:57.883119Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:41:00.222673Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"pct_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"y\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"y\\\",\\n r.\\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" r\\nJOIN \\\"target_rank\\\" t\\n ON r.\\\"y\\\" = t.\\\"y\\\"\\n AND r.\\\"rn\\\" = t.\\\"pct_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 95th percentile per group on CAST(\\\"X8\\\" AS REAL). Identifiers are double-quoted and only "} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a6ffed7cd6f6a58e672b075cde3c51c54d6774b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bc0295444b81db5c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_bc0295444b81db5c", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 594, + "total_tokens": 23361, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 345, + "estimated_total_tokens": 3021, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22914.0, + "sql_execution_elapsed_ms_total": 48.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_bc0295444b81db5c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7edcb5126f7530df29fbd034b1f12b61341a968c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8743, "bytes_utf8": 8743, "lines": 300, "estimated_tokens": 2715}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22804, "cached_input_tokens": 22400, "output_tokens": 172}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cbd3c9a601fc6ff9fdea65773ff046d81430aef1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_bca2fecf4e5cf1e1", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 22400, + "output_tokens": 172, + "total_tokens": 22976, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2846, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12960.45, + "sql_execution_elapsed_ms_total": 4.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_bca2fecf4e5cf1e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a3fd11bf18090b9cc274feae14fe97a621915cf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:33:15.034332+00:00", + "ended_at": "2026-05-04T09:33:27.994985+00:00", + "elapsed_ms": 12960.45, + "prompt_metrics": { + "chars": 8743, + "bytes_utf8": 8743, + "lines": 300, + "estimated_tokens": 2715 + }, + "stdout_metrics": { + "chars": 837, + "bytes_utf8": 837, + "lines": 4, + "estimated_tokens": 246 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13211 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 496, + "bytes_utf8": 496, + "lines": 1, + "estimated_tokens": 131 + }, + "usage": { + "input_tokens": 22804, + "cached_input_tokens": 22400, + "output_tokens": 172 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bd77aac17c1afeb0c8c1cea468ad3b5300e439f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..daa17818d391a53b1435f10a4a6072e3306e8467 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-b061-7063-8996-9428296b2af7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\",\"notes\":\"Used the provided Max Aggregate Winner Selection template with group_col=\\\"y\\\" and measure_col=\\\"X9\\\". CAST(\\\"X9\\\" AS REAL) is applied because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22804,"cached_input_tokens":22400,"output_tokens":172}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8636f294f64d6695aa2c143879c10bfce5a3a19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";","notes":"Used the provided Max Aggregate Winner Selection template with group_col=\"y\" and measure_col=\"X9\". CAST(\"X9\" AS REAL) is applied because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77b330089cf6e6d462838ddd120e4207555a6220 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:15.296604Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:17.945004Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:27.365901Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ed8786e9eca92d2b4ea3f31a3a0a8505ec0fb11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "1", "total_measure": 13265.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f79fa21aa03cb51ce122da03accdb7e139c473f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_bca2fecf4e5cf1e1 +-- problem_id: v2p_n6_fc548a76726002b1 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cff21a8996e6bf4190fad6dfc3716a00a7720f61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 13265.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.62}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..526d65f5055263d57f8bf0611be199f30dd64494 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:33:15.029997+00:00", + "ended_at": "2026-05-04T09:33:28.024353+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_bca2fecf4e5cf1e1", + "problem_id": "v2p_n6_fc548a76726002b1", + "dataset_id": "n6", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_bca2fecf4e5cf1e1.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_bca2fecf4e5cf1e1", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 22400, + "output_tokens": 172, + "total_tokens": 22976, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2846, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12960.45, + "sql_execution_elapsed_ms_total": 4.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_bca2fecf4e5cf1e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c3d3b292f5d83aa7dff54dc6e50d15ef1104f32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bca2fecf4e5cf1e1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:28.012189+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12960.45, "started_at": "2026-05-04T09:33:15.034332+00:00", "ended_at": "2026-05-04T09:33:27.994985+00:00", "prompt_metrics": {"chars": 8743, "bytes_utf8": 8743, "lines": 300, "estimated_tokens": 2715}, "response_metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22804, "cached_input_tokens": 22400, "output_tokens": 172}, "stderr_preview": "2026-05-04T09:33:15.296604Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:17.945004Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58d6aa21b4ba659f71cf754c0506cc5fa9f6f470 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-604d-77f3-a1d0-15da965113e0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X5\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\",\"notes\":\"Used the provided Max Aggregate Winner Selection template with group_col=\\\"y\\\" and measure_col=\\\"X5\\\". Cast \\\"X5\\\" to REAL because the SQLite schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22804,"cached_input_tokens":21888,"output_tokens":161}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6eefd72d4f397f63b3115fe7abf12a29c949d7c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X5\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";","notes":"Used the provided Max Aggregate Winner Selection template with group_col=\"y\" and measure_col=\"X5\". Cast \"X5\" to REAL because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dbad72573d43d5384257e2ff516419c54cdfb70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:31:49.255028Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:51.720325Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:31:59.592704Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a10249bf30141bf0afdc92a02651f1bc1c784336 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=y, measure_col=X5. +Result preview: [{"y": "1", "total_measure": 12044.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a8471fa8ae7898a777aa8fca717bd8749e4377a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_bf03935a20d14db9 +-- problem_id: v2p_n6_479a2e68a80b9882 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X5" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f30bcdf377ca454ea960019c20c38e8c6362e13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X5\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X5\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 12044.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.71}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..45db21aa2b1995b280dd688082b7179473ec4417 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:31:49.055179+00:00", + "ended_at": "2026-05-04T09:32:00.366739+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_bf03935a20d14db9", + "problem_id": "v2p_n6_479a2e68a80b9882", + "dataset_id": "n6", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_bf03935a20d14db9.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_bf03935a20d14db9", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 161, + "total_tokens": 22965, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11274.56, + "sql_execution_elapsed_ms_total": 4.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_bf03935a20d14db9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f83a6acc359806c7a60d383b310628baf1d47b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_bf03935a20d14db9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:32:00.353574+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11274.56, "started_at": "2026-05-04T09:31:49.058596+00:00", "ended_at": "2026-05-04T09:32:00.333040+00:00", "prompt_metrics": {"chars": 8744, "bytes_utf8": 8744, "lines": 300, "estimated_tokens": 2715}, "response_metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22804, "cached_input_tokens": 21888, "output_tokens": 161}, "stderr_preview": "2026-05-04T09:31:49.255028Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:51.720325Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X1.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cca20761d5affc5d3de81baa4cf04c72b5227c0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25e-804d-73d2-adfc-5549e4291485"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"X1\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X1\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X1\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"X1\\\" AS REAL) DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"X1\\\". CAST(\\\"X1\\\" AS REAL) is applied in ordering because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22785,"cached_input_tokens":21888,"output_tokens":232}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42f8deefe8ad37ec99c0bcafa1589f4374922af7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"X1\",\n NTILE(10) OVER (ORDER BY CAST(\"X1\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X1\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"X1\" AS REAL) DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"X1\". CAST(\"X1\" AS REAL) is applied in ordering because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c93dd563877c4b5b9b9f36b6e4bcd7a99c19648 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:42:52.803374Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:42:55.213763Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:43:06.906700Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..183e3ad7f9ebad435759797e20c0f707a6a85a95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X1. +Result preview: [{"X1": "252"}, {"X1": "244"}, {"X1": "239"}, {"X1": "233"}, {"X1": "210"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5bb27598bd029fd17cf81a37b025d0f3f4698385 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_c0733a506cc8483a +-- problem_id: v2p_n6_5f96c5ba29c30aad +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "X1", + NTILE(10) OVER (ORDER BY CAST("X1" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X1" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("X1" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..696a8c65bba7442e9df2186297d32116a011c166 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"X1\",\n NTILE(10) OVER (ORDER BY CAST(\"X1\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X1\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"X1\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"X1\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X1\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X1\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"X1\\\" AS REAL) DESC;\", \"columns\": [\"X1\"], \"rows\": [{\"X1\": \"252\"}, {\"X1\": \"244\"}, {\"X1\": \"239\"}, {\"X1\": \"233\"}, {\"X1\": \"210\"}, {\"X1\": \"201\"}, {\"X1\": \"201\"}, {\"X1\": \"198\"}, {\"X1\": \"193\"}, {\"X1\": \"187\"}, {\"X1\": \"185\"}, {\"X1\": \"179\"}, {\"X1\": \"174\"}, {\"X1\": \"166\"}, {\"X1\": \"166\"}, {\"X1\": \"162\"}, {\"X1\": \"162\"}, {\"X1\": \"160\"}, {\"X1\": \"151\"}, {\"X1\": \"151\"}, {\"X1\": \"145\"}, {\"X1\": \"144\"}, {\"X1\": \"142\"}, {\"X1\": \"141\"}, {\"X1\": \"140\"}, {\"X1\": \"138\"}, {\"X1\": \"138\"}, {\"X1\": \"138\"}, {\"X1\": \"137\"}, {\"X1\": \"136\"}, {\"X1\": \"134\"}, {\"X1\": \"134\"}, {\"X1\": \"134\"}, {\"X1\": \"133\"}, {\"X1\": \"133\"}, {\"X1\": \"133\"}, {\"X1\": \"131\"}, {\"X1\": \"130\"}, {\"X1\": \"129\"}, {\"X1\": \"129\"}, {\"X1\": \"128\"}, {\"X1\": \"127\"}, {\"X1\": \"126\"}, {\"X1\": \"125\"}, {\"X1\": \"125\"}, {\"X1\": \"124\"}, {\"X1\": \"124\"}, {\"X1\": \"123\"}, {\"X1\": \"123\"}, {\"X1\": \"123\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 17.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a6339684a45b1055fcabc04ca06931d08e121bba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:42:52.589024+00:00", + "ended_at": "2026-05-04T09:43:07.615572+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c0733a506cc8483a", + "problem_id": "v2p_n6_5f96c5ba29c30aad", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X1.", + "bindings": { + "measure_col": "X1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_c0733a506cc8483a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c0733a506cc8483a", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 232, + "total_tokens": 23017, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2826, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14978.68, + "sql_execution_elapsed_ms_total": 17.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_c0733a506cc8483a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93b3a7fc93fb571918b7d10fb2ac760e26d9ed7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c0733a506cc8483a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:43:07.589744+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14978.68, "started_at": "2026-05-04T09:42:52.591959+00:00", "ended_at": "2026-05-04T09:43:07.570659+00:00", "prompt_metrics": {"chars": 8604, "bytes_utf8": 8604, "lines": 298, "estimated_tokens": 2694}, "response_metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 232}, "stderr_preview": "2026-05-04T09:42:52.803374Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:42:55.213763Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1376b164ec65a78df14d1873fe8eb491fb740657 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-0cdb-7dd1-85b0-0e5e4031371f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"y\\\" and condition_col=\\\"y\\\". Since \\\"y\\\" is stored as TEXT in SQLite, the bound condition_value 1 was expressed as the text literal '1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22789,"cached_input_tokens":3968,"output_tokens":150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e8eb4f277a4a0764fad87ee5a89a57d05b21e5d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"y\" and condition_col=\"y\". Since \"y\" is stored as TEXT in SQLite, the bound condition_value 1 was expressed as the text literal '1'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..51ef94bfbfbd21ade20f32d914392114bbbc4b4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:15.030245Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:17.399035Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:25.369795Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..35a153d3712b602e111ab9ca798d4ca9ca07a7e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=y, condition_col=y. +Result preview: [{"y": "1", "condition_rate": 1.0}, {"y": "3", "condition_rate": 0.0}, {"y": "2", "condition_rate": 0.0}, {"y": "0", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd81480d7e708604f18a9bf5bcf856956d303076 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_c3ba9c483b221bef +-- problem_id: v2p_n6_e70f196335e03c67 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e59e4403c1b5ee244b36a89940068a98c833d53e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"y\", \"condition_rate\"], \"rows\": [{\"y\": \"1\", \"condition_rate\": 1.0}, {\"y\": \"3\", \"condition_rate\": 0.0}, {\"y\": \"2\", \"condition_rate\": 0.0}, {\"y\": \"0\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.92}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..22fc9bad1ff726565fb018c0c1668ebea74daef2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:05:14.838900+00:00", + "ended_at": "2026-05-04T09:05:26.146913+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c3ba9c483b221bef", + "problem_id": "v2p_n6_e70f196335e03c67", + "dataset_id": "n6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_c3ba9c483b221bef.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c3ba9c483b221bef", + "api_calls": 0, + "input_tokens": 22789, + "cached_input_tokens": 3968, + "output_tokens": 150, + "total_tokens": 22939, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2698, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2811, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11248.66, + "sql_execution_elapsed_ms_total": 8.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_c3ba9c483b221bef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3e3d21e33aba7a25125360474510d7df3272a0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3ba9c483b221bef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:26.125304+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11248.66, "started_at": "2026-05-04T09:05:14.838900+00:00", "ended_at": "2026-05-04T09:05:26.089373+00:00", "prompt_metrics": {"chars": 8660, "bytes_utf8": 8660, "lines": 303, "estimated_tokens": 2698}, "response_metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22789, "cached_input_tokens": 3968, "output_tokens": 150}, "stderr_preview": "2026-05-04T09:05:15.030245Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:17.399035Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b62c1f17542b5a8255524017c8acceac76d90b73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_c3d6d06fd35ceac4\n-- problem_id: v2p_n6_5392ebf5a7dd66ff\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X16\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X16\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_c3d6d06fd35ceac4\\n-- problem_id: v2p_n6_5392ebf5a7dd66ff\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X16\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X16\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X16\", \"support\", \"avg_response\"], \"rows\": [{\"X16\": \"1\", \"support\": 506, \"avg_response\": 0.7944664031620553}, {\"X16\": \"2\", \"support\": 494, \"avg_response\": 1.6477732793522266}, {\"X16\": \"-2\", \"support\": 478, \"avg_response\": 0.6485355648535565}, {\"X16\": \"-1\", \"support\": 463, \"avg_response\": 1.1403887688984882}, {\"X16\": \"-3\", \"support\": 450, \"avg_response\": 0.8133333333333334}, {\"X16\": \"3\", \"support\": 429, \"avg_response\": 1.7132867132867133}, {\"X16\": \"0\", \"support\": 386, \"avg_response\": 2.0155440414507773}, {\"X16\": \"-4\", \"support\": 338, \"avg_response\": 0.3609467455621302}, {\"X16\": \"4\", \"support\": 317, \"avg_response\": 2.608832807570978}, {\"X16\": \"5\", \"support\": 270, \"avg_response\": 4.322222222222222}, {\"X16\": \"-5\", \"support\": 246, \"avg_response\": -0.4634146341463415}, {\"X16\": \"-6\", \"support\": 217, \"avg_response\": -1.4470046082949308}, {\"X16\": \"6\", \"support\": 213, \"avg_response\": 6.507042253521127}, {\"X16\": \"-7\", \"support\": 177, \"avg_response\": -3.310734463276836}, {\"X16\": \"7\", \"support\": 137, \"avg_response\": 5.248175182481752}, {\"X16\": \"-8\", \"support\": 137, \"avg_response\": -2.4306569343065694}, {\"X16\": \"8\", \"support\": 112, \"avg_response\": 7.098214285714286}, {\"X16\": \"-9\", \"support\": 93, \"avg_response\": 0.7526881720430108}, {\"X16\": \"-10\", \"support\": 88, \"avg_response\": -3.1136363636363638}, {\"X16\": \"9\", \"support\": 80, \"avg_response\": 1.4875}, {\"X16\": \"-11\", \"support\": 79, \"avg_response\": 2.278481012658228}, {\"X16\": \"10\", \"support\": 71, \"avg_response\": 8.211267605633802}, {\"X16\": \"-12\", \"support\": 66, \"avg_response\": 5.96969696969697}, {\"X16\": \"-13\", \"support\": 62, \"avg_response\": -0.7258064516129032}, {\"X16\": \"11\", \"support\": 57, \"avg_response\": -0.3157894736842105}, {\"X16\": \"12\", \"support\": 50, \"avg_response\": 10.08}, {\"X16\": \"-14\", \"support\": 50, \"avg_response\": 6.7}, {\"X16\": \"13\", \"support\": 39, \"avg_response\": 6.82051282051282}, {\"X16\": \"14\", \"support\": 35, \"avg_response\": 2.4571428571428573}, {\"X16\": \"-16\", \"support\": 34, \"avg_response\": 5.0}, {\"X16\": \"-15\", \"support\": 32, \"avg_response\": -5.40625}, {\"X16\": \"-20\", \"support\": 29, \"avg_response\": -0.9655172413793104}, {\"X16\": \"-17\", \"support\": 28, \"avg_response\": 13.178571428571429}, {\"X16\": \"-24\", \"support\": 26, \"avg_response\": -18.615384615384617}, {\"X16\": \"16\", \"support\": 25, \"avg_response\": -9.8}, {\"X16\": \"-22\", \"support\": 23, \"avg_response\": 4.391304347826087}, {\"X16\": \"17\", \"support\": 22, \"avg_response\": 8.409090909090908}, {\"X16\": \"-18\", \"support\": 22, \"avg_response\": 4.090909090909091}, {\"X16\": \"15\", \"support\": 22, \"avg_response\": 1.5454545454545454}, {\"X16\": \"18\", \"support\": 21, \"avg_response\": 9.285714285714286}, {\"X16\": \"-30\", \"support\": 20, \"avg_response\": -7.25}, {\"X16\": \"-21\", \"support\": 19, \"avg_response\": 21.263157894736842}, {\"X16\": \"-25\", \"support\": 19, \"avg_response\": 0.47368421052631576}, {\"X16\": \"-32\", \"support\": 19, \"avg_response\": -35.526315789473685}, {\"X16\": \"32\", \"support\": 18, \"avg_response\": 6.833333333333333}, {\"X16\": \"-23\", \"support\": 18, \"avg_response\": 3.388888888888889}, {\"X16\": \"-29\", \"support\": 18, \"avg_response\": -7.833333333333333}, {\"X16\": \"-19\", \"support\": 17, \"avg_response\": 2.0}, {\"X16\": \"-59\", \"support\": 17, \"avg_response\": -25.41176470588235}, {\"X16\": \"-48\", \"support\": 17, \"avg_response\": -32.294117647058826}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1e1f99bb21514ced480b38eaa99718499e3524b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.657200+00:00", + "ended_at": "2026-05-04T09:50:30.667997+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c3d6d06fd35ceac4", + "problem_id": "v2p_n6_5392ebf5a7dd66ff", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X16.", + "bindings": { + "key_col": "X16", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=57", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 57, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_c3d6d06fd35ceac4.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ea4a859967aeaf9cf6c6f75df2f0728ae94d5a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8704, "bytes_utf8": 8704, "lines": 302, "estimated_tokens": 2714}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22803, "cached_input_tokens": 22400, "output_tokens": 176}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..328ccda83655f62e3b445e9848f1ce997a741c62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c3e8dfb2e0f7fe2d", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 22400, + "output_tokens": 176, + "total_tokens": 22979, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2846, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11538.67, + "sql_execution_elapsed_ms_total": 6.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_c3e8dfb2e0f7fe2d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0baea1ac7c7d0937cce5f681d82d341c93a1bc66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:26:17.111025+00:00", + "ended_at": "2026-05-04T09:26:28.649688+00:00", + "elapsed_ms": 11538.67, + "prompt_metrics": { + "chars": 8704, + "bytes_utf8": 8704, + "lines": 302, + "estimated_tokens": 2714 + }, + "stdout_metrics": { + "chars": 831, + "bytes_utf8": 831, + "lines": 4, + "estimated_tokens": 253 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 491, + "bytes_utf8": 491, + "lines": 1, + "estimated_tokens": 132 + }, + "usage": { + "input_tokens": 22803, + "cached_input_tokens": 22400, + "output_tokens": 176 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb07ee0b15f7bff6ef245edd1cfbf293998d91cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "entity_col": "X4", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3050dcdaec7d147e2e421ef0ec0e5bac03df2649 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24f-4fa8-7493-978e-4c3b7e4c7580"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X4\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X4\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the planned template with group_col=\\\"y\\\", measure_col=\\\"X4\\\", entity_col=\\\"X4\\\", and top_k=17. CAST(\\\"X4\\\" AS REAL) ensures SQLite computes AVG numerically because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":22400,"output_tokens":176}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..32f7800558c419f0e9d363cd37825e56313e609a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X4\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X4\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the planned template with group_col=\"y\", measure_col=\"X4\", entity_col=\"X4\", and top_k=17. CAST(\"X4\" AS REAL) ensures SQLite computes AVG numerically because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e56e052197654eb7b72ab269a9fc9daf13da61b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:26:17.312012Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:26:19.788917Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:26:27.803770Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff6c14f5f7a557e6e8997fb86acdff0e96ba4649 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4. +Result preview: [{"y": "3", "support": 2000, "avg_measure": 0.164, "distinct_entities": 75}, {"y": "2", "support": 2000, "avg_measure": -0.6435, "distinct_entities": 39}, {"y": "1", "support": 2000, "avg_measure": -3.697, "distinct_entities": 95}, {"y": "0", "support": 2000, "avg_measure": -12.301, "distinct_entities": 345}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..36b3d8e1cb38dc0cdce13eb2f4af6067f3d1dd0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_c3e8dfb2e0f7fe2d +-- problem_id: v2p_n6_2bec2540e3f87ba8 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X4" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X4") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a0e24f7fda52f61a9316e350e85877cf0275ec18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X4\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X4\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X4\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X4\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": 0.164, \"distinct_entities\": 75}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": -0.6435, \"distinct_entities\": 39}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": -3.697, \"distinct_entities\": 95}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -12.301, \"distinct_entities\": 345}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..97f97ae7259b442df26b29bba16a618b6b0b9511 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:26:17.107883+00:00", + "ended_at": "2026-05-04T09:26:28.688573+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c3e8dfb2e0f7fe2d", + "problem_id": "v2p_n6_2bec2540e3f87ba8", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4.", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "entity_col": "X4", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_c3e8dfb2e0f7fe2d.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c3e8dfb2e0f7fe2d", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 22400, + "output_tokens": 176, + "total_tokens": 22979, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2846, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11538.67, + "sql_execution_elapsed_ms_total": 6.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_c3e8dfb2e0f7fe2d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de32e22da21616327375784ffa3b1a118dbac0dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c3e8dfb2e0f7fe2d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:26:28.673294+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11538.67, "started_at": "2026-05-04T09:26:17.111025+00:00", "ended_at": "2026-05-04T09:26:28.649688+00:00", "prompt_metrics": {"chars": 8704, "bytes_utf8": 8704, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22803, "cached_input_tokens": 22400, "output_tokens": 176}, "stderr_preview": "2026-05-04T09:26:17.312012Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:26:19.788917Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd242b3f2c9906e2247a11a76d9112ac7d4302f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-50f1-79c2-a5f6-c79828701407"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X8\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\",\"notes\":\"Used the requested Max Aggregate Winner Selection template with group_col=\\\"y\\\" and measure_col=\\\"X8\\\". Cast \\\"X8\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22804,"cached_input_tokens":21888,"output_tokens":164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60c48804b613efd5efbfc697b4d7a9eba089a05a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X8\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";","notes":"Used the requested Max Aggregate Winner Selection template with group_col=\"y\" and measure_col=\"X8\". Cast \"X8\" from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71db67d7ed1628948a15c8b9c70fe71f2a86e659 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:32:50.889961Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:53.163172Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:02.497221Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ab2b131e418c7a08f7b033ab4c564bee6b84212 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8. +Result preview: [{"y": "2", "total_measure": -426.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..75533eb6e8a3e975698a7d12f5a6033097179b85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_c532482dd07147f5 +-- problem_id: v2p_n6_491cd5b59b06560e +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X8" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbbd004477413ff5a5d2ec3631b0d31c717e319a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X8\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X8\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"2\", \"total_measure\": -426.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.61}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09a34bc36eec3cb06e218f6e9ca85e46087562eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:32:50.628060+00:00", + "ended_at": "2026-05-04T09:33:03.398348+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c532482dd07147f5", + "problem_id": "v2p_n6_491cd5b59b06560e", + "dataset_id": "n6", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_c532482dd07147f5.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c532482dd07147f5", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 164, + "total_tokens": 22968, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2842, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12722.49, + "sql_execution_elapsed_ms_total": 6.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_c532482dd07147f5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5ef10ff2ac3fc9a5cbfadb213c2205384e81f6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c532482dd07147f5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:03.380420+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12722.49, "started_at": "2026-05-04T09:32:50.631099+00:00", "ended_at": "2026-05-04T09:33:03.353861+00:00", "prompt_metrics": {"chars": 8741, "bytes_utf8": 8741, "lines": 300, "estimated_tokens": 2715}, "response_metrics": {"chars": 479, "bytes_utf8": 479, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22804, "cached_input_tokens": 21888, "output_tokens": 164}, "stderr_preview": "2026-05-04T09:32:50.889961Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:32:53.163172Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "entity_col": "X5", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6eefc410b0602fcf5c167e3d2218f8ed41b0e179 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24f-bb8a-7680-9c1e-89422b681582"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X5\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X5\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the planned Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X5\\\", entity_col=\\\"X5\\\", and top_k=18. CAST(\\\"X5\\\" AS REAL) is used because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":22400,"output_tokens":229}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b42a02ba1627b2039985bef25641b3356900dd55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X5\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X5\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the planned Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X5\", entity_col=\"X5\", and top_k=18. CAST(\"X5\" AS REAL) is used because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cd12373ef19595f520d0ffe03aed29dbd1e42bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:26:44.959710Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:26:47.273374Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:26:56.419814Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f35a0e525ef9cec4fee92ac0fe736a66123ab00e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X5. +Result preview: [{"y": "3", "support": 2000, "avg_measure": 0.126, "distinct_entities": 109}, {"y": "2", "support": 2000, "avg_measure": -0.969, "distinct_entities": 92}, {"y": "1", "support": 2000, "avg_measure": 6.022, "distinct_entities": 120}, {"y": "0", "support": 2000, "avg_measure": -12.4655, "distinct_entities": 340}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..71896347405d0d3efff7c62a3fbc1d773a29828f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_c891ef45145f0561 +-- problem_id: v2p_n6_749ddf8d2d1f913a +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X5" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X5") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a313cbf489472803cef0a3d37b748dc6fa9e2c3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X5\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X5\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X5\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X5\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": 0.126, \"distinct_entities\": 109}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": -0.969, \"distinct_entities\": 92}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": 6.022, \"distinct_entities\": 120}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -12.4655, \"distinct_entities\": 340}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..442a6a0cae02d75bbcfdd65bed71ef67bf6870dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:26:44.719119+00:00", + "ended_at": "2026-05-04T09:26:57.210961+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c891ef45145f0561", + "problem_id": "v2p_n6_749ddf8d2d1f913a", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "entity_col": "X5", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=68" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_c891ef45145f0561.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c891ef45145f0561", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 22400, + "output_tokens": 229, + "total_tokens": 23032, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2847, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12454.84, + "sql_execution_elapsed_ms_total": 7.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_c891ef45145f0561\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75d4fe13af9b066dd2e5d433076133abeba35598 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c891ef45145f0561/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:26:57.195371+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12454.84, "started_at": "2026-05-04T09:26:44.722081+00:00", "ended_at": "2026-05-04T09:26:57.175800+00:00", "prompt_metrics": {"chars": 8706, "bytes_utf8": 8706, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22803, "cached_input_tokens": 22400, "output_tokens": 229}, "stderr_preview": "2026-05-04T09:26:44.959710Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:26:47.273374Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X9", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c59001730731bd1b3e1bb6e54a1a66535f3c61f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-1d0d-7071-bd38-09fcdc4a783b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X9\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the planned Filtered Top-k Group Count template with group_col=\\\"y\\\" and a numeric cast on TEXT column \\\"X9\\\" for SQLite-compatible filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22777,"cached_input_tokens":21888,"output_tokens":167}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28ea8f3d4317d4b25da74bbb54ebf248b20c91d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X9\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the planned Filtered Top-k Group Count template with group_col=\"y\" and a numeric cast on TEXT column \"X9\" for SQLite-compatible filtering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb58945b36ac073e1b4246e84d0ffe4325fcba98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:47.751136Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:50.014054Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:59.935768Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..405ebb2236ba1ebc483e3e539f538c0294acb91e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "0", "support": 759}, {"y": "1", "support": 729}, {"y": "2", "support": 322}, {"y": "3", "support": 300}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..911010a658341a4f68c48460cad8fa94f5af34f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_c903d5125cb2a16a +-- problem_id: v2p_n6_59531bebdfe36831 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X9" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dcc35b3682e27a141466e3b8acc284bc8fd69a11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X9\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X9\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 759}, {\"y\": \"1\", \"support\": 729}, {\"y\": \"2\", \"support\": 322}, {\"y\": \"3\", \"support\": 300}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..742002908b82fa6a848a8eb2f35a4529c807e1ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:22:47.534630+00:00", + "ended_at": "2026-05-04T09:23:00.696231+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c903d5125cb2a16a", + "problem_id": "v2p_n6_59531bebdfe36831", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X9", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_c903d5125cb2a16a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c903d5125cb2a16a", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 167, + "total_tokens": 22944, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2785, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13119.74, + "sql_execution_elapsed_ms_total": 3.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_c903d5125cb2a16a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d761a0f1933992079c44127ac0220977e1abf75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:00.681020+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13119.74, "started_at": "2026-05-04T09:22:47.537683+00:00", "ended_at": "2026-05-04T09:23:00.657254+00:00", "prompt_metrics": {"chars": 8611, "bytes_utf8": 8611, "lines": 302, "estimated_tokens": 2688}, "response_metrics": {"chars": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22777, "cached_input_tokens": 21888, "output_tokens": 167}, "stderr_preview": "2026-05-04T09:22:47.751136Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:50.014054Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the planned Filtered Top-k Group Count template with group_col=\\\"y\\\" and a numeric cast on TEXT column \\\"X9\\\" for SQLite-compatible filtering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5d7be2b0abd2fd9cb9ec5a41f07815b90b902f7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c903d5125cb2a16a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c903d5125cb2a16a", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 167, + "total_tokens": 22944, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2785, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13119.74, + "sql_execution_elapsed_ms_total": 3.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_c903d5125cb2a16a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c914e7984eb902a0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c914e7984eb902a0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cd1d48748b77a3b46f715aae26291f2870abafb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c914e7984eb902a0/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X2": "1", "support": 337, "avg_response": -0.6023738872403561}, {"X2": "-1", "support": 331, "avg_response": -0.283987915407855}, {"X2": "-2", "support": 307, "avg_response": -0.13029315960912052}, {"X2": "2", "support": 303, "avg_response": -0.3465346534653465}, {"X2": "3", "support": 298, "avg_response": 0.4697986577181208}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c914e7984eb902a0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c914e7984eb902a0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..276767b152af5811ffe3afe886669d5f00f17fc1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c914e7984eb902a0/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_c914e7984eb902a0 +-- problem_id: v2p_n6_767c5c45fc63815e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X2", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X2" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c914e7984eb902a0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c914e7984eb902a0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81d64a72385ccb13de6766b4d6a2335a338d8333 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c914e7984eb902a0/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_c914e7984eb902a0\n-- problem_id: v2p_n6_767c5c45fc63815e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X2\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X2\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_c914e7984eb902a0\\n-- problem_id: v2p_n6_767c5c45fc63815e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X2\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X2\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X2\", \"support\", \"avg_response\"], \"rows\": [{\"X2\": \"1\", \"support\": 337, \"avg_response\": -0.6023738872403561}, {\"X2\": \"-1\", \"support\": 331, \"avg_response\": -0.283987915407855}, {\"X2\": \"-2\", \"support\": 307, \"avg_response\": -0.13029315960912052}, {\"X2\": \"2\", \"support\": 303, \"avg_response\": -0.3465346534653465}, {\"X2\": \"3\", \"support\": 298, \"avg_response\": 0.4697986577181208}, {\"X2\": \"-3\", \"support\": 291, \"avg_response\": -1.309278350515464}, {\"X2\": \"-5\", \"support\": 288, \"avg_response\": -2.2256944444444446}, {\"X2\": \"-4\", \"support\": 276, \"avg_response\": -2.108695652173913}, {\"X2\": \"4\", \"support\": 265, \"avg_response\": 0.8}, {\"X2\": \"0\", \"support\": 254, \"avg_response\": -0.6220472440944882}, {\"X2\": \"5\", \"support\": 228, \"avg_response\": 0.3815789473684211}, {\"X2\": \"6\", \"support\": 220, \"avg_response\": 1.3454545454545455}, {\"X2\": \"7\", \"support\": 217, \"avg_response\": 1.3548387096774193}, {\"X2\": \"-6\", \"support\": 195, \"avg_response\": -1.7282051282051283}, {\"X2\": \"-7\", \"support\": 175, \"avg_response\": -2.8457142857142856}, {\"X2\": \"-8\", \"support\": 167, \"avg_response\": -3.1197604790419162}, {\"X2\": \"10\", \"support\": 165, \"avg_response\": 3.3696969696969696}, {\"X2\": \"9\", \"support\": 161, \"avg_response\": 3.6770186335403725}, {\"X2\": \"8\", \"support\": 158, \"avg_response\": 1.7468354430379747}, {\"X2\": \"-9\", \"support\": 157, \"avg_response\": -6.248407643312102}, {\"X2\": \"11\", \"support\": 138, \"avg_response\": 3.630434782608696}, {\"X2\": \"12\", \"support\": 115, \"avg_response\": 4.739130434782608}, {\"X2\": \"-10\", \"support\": 112, \"avg_response\": -7.508928571428571}, {\"X2\": \"14\", \"support\": 96, \"avg_response\": 5.65625}, {\"X2\": \"-12\", \"support\": 96, \"avg_response\": -8.239583333333334}, {\"X2\": \"-11\", \"support\": 94, \"avg_response\": -7.26595744680851}, {\"X2\": \"13\", \"support\": 88, \"avg_response\": 5.090909090909091}, {\"X2\": \"16\", \"support\": 74, \"avg_response\": 3.5675675675675675}, {\"X2\": \"-13\", \"support\": 69, \"avg_response\": -8.608695652173912}, {\"X2\": \"17\", \"support\": 67, \"avg_response\": 7.044776119402985}, {\"X2\": \"15\", \"support\": 62, \"avg_response\": 1.6129032258064515}, {\"X2\": \"-14\", \"support\": 59, \"avg_response\": -8.169491525423728}, {\"X2\": \"-16\", \"support\": 52, \"avg_response\": -8.557692307692308}, {\"X2\": \"18\", \"support\": 45, \"avg_response\": 8.0}, {\"X2\": \"19\", \"support\": 45, \"avg_response\": 7.977777777777778}, {\"X2\": \"-18\", \"support\": 44, \"avg_response\": -8.659090909090908}, {\"X2\": \"-15\", \"support\": 42, \"avg_response\": -7.142857142857143}, {\"X2\": \"-19\", \"support\": 39, \"avg_response\": -13.076923076923077}, {\"X2\": \"20\", \"support\": 35, \"avg_response\": 9.8}, {\"X2\": \"-17\", \"support\": 35, \"avg_response\": -8.942857142857143}, {\"X2\": \"21\", \"support\": 34, \"avg_response\": 13.823529411764707}, {\"X2\": \"22\", \"support\": 32, \"avg_response\": 6.65625}, {\"X2\": \"-25\", \"support\": 25, \"avg_response\": -24.28}, {\"X2\": \"23\", \"support\": 24, \"avg_response\": 21.625}, {\"X2\": \"24\", \"support\": 24, \"avg_response\": 20.5}, {\"X2\": \"26\", \"support\": 24, \"avg_response\": 11.875}, {\"X2\": \"-22\", \"support\": 24, \"avg_response\": -7.125}, {\"X2\": \"-23\", \"support\": 24, \"avg_response\": -17.125}, {\"X2\": \"-21\", \"support\": 24, \"avg_response\": -17.416666666666668}, {\"X2\": \"31\", \"support\": 22, \"avg_response\": 25.59090909090909}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.98}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c914e7984eb902a0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c914e7984eb902a0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2f2bc7db5cc37ca4e6d9eb9ad92fe21e32737739 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c914e7984eb902a0/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:29.957883+00:00", + "ended_at": "2026-05-04T09:50:29.970755+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c914e7984eb902a0", + "problem_id": "v2p_n6_767c5c45fc63815e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X2.", + "bindings": { + "key_col": "X2", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_c914e7984eb902a0.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c914e7984eb902a0/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c914e7984eb902a0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c914e7984eb902a0/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..940d1eef5ba6fd786049ef0ff8ce62dafdb516e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8698, "bytes_utf8": 8698, "lines": 304, "estimated_tokens": 2720}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 238}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..05c3aa1f812d7880ad7e039035231a289810c3ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c9e10da3ec3d1edd", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 238, + "total_tokens": 23047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13167.11, + "sql_execution_elapsed_ms_total": 3.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_c9e10da3ec3d1edd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4219dffc5c596071128608689e5983fd27a33b1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:28:32.624883+00:00", + "ended_at": "2026-05-04T09:28:45.791820+00:00", + "elapsed_ms": 13167.11, + "prompt_metrics": { + "chars": 8698, + "bytes_utf8": 8698, + "lines": 304, + "estimated_tokens": 2720 + }, + "stdout_metrics": { + "chars": 791, + "bytes_utf8": 791, + "lines": 4, + "estimated_tokens": 247 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13249 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 453, + "bytes_utf8": 453, + "lines": 1, + "estimated_tokens": 132 + }, + "usage": { + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 238 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31abbf38ce3e75b7319850533754a70a607ae953 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "predicate_col": "X11", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c0bff319b88a9999e456dfb9162a3d3376cf465 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-6102-7c42-bd2e-f76e8010a02b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X11\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X11\\\", and predicate on \\\"X11\\\" >= 5.0. Cast \\\"X11\\\" to REAL because the schema stores it as TEXT while the task treats it as numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":21888,"output_tokens":238}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e79800e3f5eab9fa7b5fc0e7eef8407aa366a02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X11\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X11\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Applied the provided Top-k Group Sum with Filter template with group_col=\"y\", measure_col=\"X11\", and predicate on \"X11\" >= 5.0. Cast \"X11\" to REAL because the schema stores it as TEXT while the task treats it as numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d11dae06987d0d579bd4ae89e36ed77c25d81ce2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:28:32.924304Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:28:35.305702Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:28:44.980348Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48298b0bbf5917e96288a5f7e415592962e84d12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11. +Result preview: [{"y": "0", "total_measure": 42569.0}, {"y": "1", "total_measure": 13460.0}, {"y": "3", "total_measure": 3565.0}, {"y": "2", "total_measure": 1560.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2eb21deb4d22f4062ade348405a1fb93d84727f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_c9e10da3ec3d1edd +-- problem_id: v2p_n6_dbff3737305570e9 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X11" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X11" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..175cf2816320d9fa335d504bd428ac7a86b4ca8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X11\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X11\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X11\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 42569.0}, {\"y\": \"1\", \"total_measure\": 13460.0}, {\"y\": \"3\", \"total_measure\": 3565.0}, {\"y\": \"2\", \"total_measure\": 1560.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6cf920362e3bd8155b7b187ce6ca9c4f0a920208 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:28:32.621133+00:00", + "ended_at": "2026-05-04T09:28:45.821890+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c9e10da3ec3d1edd", + "problem_id": "v2p_n6_dbff3737305570e9", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "predicate_col": "X11", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_c9e10da3ec3d1edd.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c9e10da3ec3d1edd", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 238, + "total_tokens": 23047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13167.11, + "sql_execution_elapsed_ms_total": 3.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_c9e10da3ec3d1edd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8110d6c575cf2715a21239c62a97d1dd7f36c32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:28:45.810753+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13167.11, "started_at": "2026-05-04T09:28:32.624883+00:00", "ended_at": "2026-05-04T09:28:45.791820+00:00", "prompt_metrics": {"chars": 8698, "bytes_utf8": 8698, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 238}, "stderr_preview": "2026-05-04T09:28:32.924304Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:28:35.305702Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X11\\\", and predicate on \\\"X11\\\" >= 5.0. Cast \\\"X11\\\" to REAL because the schema stores it as TEXT while the task treats it as numeric.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0af11b3a66fdea4b72ea72f08c8ffd725b945b33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_c9e10da3ec3d1edd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c9e10da3ec3d1edd", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 238, + "total_tokens": 23047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13167.11, + "sql_execution_elapsed_ms_total": 3.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_c9e10da3ec3d1edd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ada800951289f01a98876694c530aaa86eef827 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X7": "-1", "support": 377, "avg_response": -0.713527851458886}, {"X7": "1", "support": 353, "avg_response": 1.0906515580736544}, {"X7": "-4", "support": 349, "avg_response": 0.054441260744985676}, {"X7": "-2", "support": 342, "avg_response": -1.3099415204678362}, {"X7": "0", "support": 310, "avg_response": -0.054838709677419356}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..232aeef0be4ced3e9b1257c54d3adb678bf782d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_cacf677a22d28fb4 +-- problem_id: v2p_n6_a3442da4e6f4eaed +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X7", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99270db468704bbd2975c1e90d4e0602eaebecd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_cacf677a22d28fb4\n-- problem_id: v2p_n6_a3442da4e6f4eaed\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X7\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X7\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_cacf677a22d28fb4\\n-- problem_id: v2p_n6_a3442da4e6f4eaed\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X7\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X7\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X7\", \"support\", \"avg_response\"], \"rows\": [{\"X7\": \"-1\", \"support\": 377, \"avg_response\": -0.713527851458886}, {\"X7\": \"1\", \"support\": 353, \"avg_response\": 1.0906515580736544}, {\"X7\": \"-4\", \"support\": 349, \"avg_response\": 0.054441260744985676}, {\"X7\": \"-2\", \"support\": 342, \"avg_response\": -1.3099415204678362}, {\"X7\": \"0\", \"support\": 310, \"avg_response\": -0.054838709677419356}, {\"X7\": \"-5\", \"support\": 306, \"avg_response\": 0.19607843137254902}, {\"X7\": \"-3\", \"support\": 305, \"avg_response\": -1.6491803278688524}, {\"X7\": \"2\", \"support\": 304, \"avg_response\": 1.4769736842105263}, {\"X7\": \"3\", \"support\": 280, \"avg_response\": 2.3321428571428573}, {\"X7\": \"5\", \"support\": 244, \"avg_response\": 2.3155737704918034}, {\"X7\": \"4\", \"support\": 237, \"avg_response\": 2.371308016877637}, {\"X7\": \"-6\", \"support\": 237, \"avg_response\": -1.9957805907172996}, {\"X7\": \"6\", \"support\": 211, \"avg_response\": 4.497630331753554}, {\"X7\": \"7\", \"support\": 182, \"avg_response\": 4.923076923076923}, {\"X7\": \"-7\", \"support\": 179, \"avg_response\": -1.994413407821229}, {\"X7\": \"-8\", \"support\": 175, \"avg_response\": -3.834285714285714}, {\"X7\": \"8\", \"support\": 156, \"avg_response\": 6.532051282051282}, {\"X7\": \"-9\", \"support\": 139, \"avg_response\": -1.9280575539568345}, {\"X7\": \"9\", \"support\": 131, \"avg_response\": 3.404580152671756}, {\"X7\": \"-11\", \"support\": 121, \"avg_response\": -9.115702479338843}, {\"X7\": \"-10\", \"support\": 118, \"avg_response\": -3.2711864406779663}, {\"X7\": \"10\", \"support\": 111, \"avg_response\": 4.81981981981982}, {\"X7\": \"-12\", \"support\": 92, \"avg_response\": -5.934782608695652}, {\"X7\": \"11\", \"support\": 91, \"avg_response\": 3.4285714285714284}, {\"X7\": \"-13\", \"support\": 86, \"avg_response\": -3.104651162790698}, {\"X7\": \"12\", \"support\": 82, \"avg_response\": 6.7073170731707314}, {\"X7\": \"13\", \"support\": 77, \"avg_response\": 0.4675324675324675}, {\"X7\": \"14\", \"support\": 70, \"avg_response\": 1.9285714285714286}, {\"X7\": \"-14\", \"support\": 70, \"avg_response\": -12.971428571428572}, {\"X7\": \"-16\", \"support\": 52, \"avg_response\": -1.1538461538461537}, {\"X7\": \"-15\", \"support\": 52, \"avg_response\": -10.076923076923077}, {\"X7\": \"-17\", \"support\": 51, \"avg_response\": -8.764705882352942}, {\"X7\": \"16\", \"support\": 47, \"avg_response\": 5.297872340425532}, {\"X7\": \"-18\", \"support\": 46, \"avg_response\": -2.282608695652174}, {\"X7\": \"-21\", \"support\": 39, \"avg_response\": -7.564102564102564}, {\"X7\": \"-19\", \"support\": 39, \"avg_response\": -11.256410256410257}, {\"X7\": \"19\", \"support\": 37, \"avg_response\": -3.2162162162162162}, {\"X7\": \"15\", \"support\": 36, \"avg_response\": 10.0}, {\"X7\": \"-23\", \"support\": 35, \"avg_response\": -5.685714285714286}, {\"X7\": \"21\", \"support\": 34, \"avg_response\": -6.176470588235294}, {\"X7\": \"18\", \"support\": 32, \"avg_response\": -2.84375}, {\"X7\": \"17\", \"support\": 29, \"avg_response\": 6.724137931034483}, {\"X7\": \"-20\", \"support\": 27, \"avg_response\": -14.037037037037036}, {\"X7\": \"-30\", \"support\": 25, \"avg_response\": -10.68}, {\"X7\": \"20\", \"support\": 24, \"avg_response\": -5.875}, {\"X7\": \"-26\", \"support\": 24, \"avg_response\": -22.416666666666668}, {\"X7\": \"-24\", \"support\": 23, \"avg_response\": -13.173913043478262}, {\"X7\": \"-29\", \"support\": 22, \"avg_response\": -12.818181818181818}, {\"X7\": \"23\", \"support\": 21, \"avg_response\": 25.571428571428573}, {\"X7\": \"-27\", \"support\": 21, \"avg_response\": 11.285714285714286}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2796766c176b5da1ae4a01da75c9d58b0ac2b230 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.178060+00:00", + "ended_at": "2026-05-04T09:50:30.188566+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_cacf677a22d28fb4", + "problem_id": "v2p_n6_a3442da4e6f4eaed", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X7.", + "bindings": { + "key_col": "X7", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=22", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 22, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_cacf677a22d28fb4.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7dbf2e6f5fb53addad2eda39658867ff74f931c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22771, "cached_input_tokens": 3456, "output_tokens": 173}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e6d47a434cfc862b80cd56e36f55b617dae28bf0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ccc966393a101a37", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 3456, + "output_tokens": 173, + "total_tokens": 22944, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11457.25, + "sql_execution_elapsed_ms_total": 5.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ccc966393a101a37\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..54f6788421cf72899aae48ad24afdadc25d40d58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:48:11.498023+00:00", + "ended_at": "2026-05-04T09:48:22.955313+00:00", + "elapsed_ms": 11457.25, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "estimated_tokens": 2682 + }, + "stdout_metrics": { + "chars": 758, + "bytes_utf8": 758, + "lines": 4, + "estimated_tokens": 228 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13207 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 429, + "bytes_utf8": 429, + "lines": 1, + "estimated_tokens": 117 + }, + "usage": { + "input_tokens": 22771, + "cached_input_tokens": 3456, + "output_tokens": 173 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd54c08b4e6480798fdf0074f6340b05e262c866 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f9fb21dbdeffa1b2443e42e07f560a89f933ea3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df263-5e11-7cd3-8e64-c363066a25f1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X16\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X16\\\" AS REAL)) > 2.0\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X16\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":3456,"output_tokens":173}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66e07efdb95b564675065e5a55de46df06b78eec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X16\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X16\" AS REAL)) > 2.0\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X16\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8be7e7977efcb9837794f18f091af83bf7f39ffb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:48:11.740138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:48:14.151573Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:48:22.011808Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..82caa3063cc91e96166cd547e2cf8fb5d68ba09d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X16. +Result preview: [{"y": "2", "total_measure": 71.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..286162946746cd4a9b18115e17046c17b3829f38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_ccc966393a101a37 +-- problem_id: v2p_n6_24abb994d78e8e05 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X16" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X16" AS REAL)) > 2.0 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3faeeb4c1c00aafd125750c2671f59a21a3f1159 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X16\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X16\" AS REAL)) > 2.0\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X16\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X16\\\" AS REAL)) > 2.0\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"2\", \"total_measure\": 71.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.15}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..61b091e55ab9fee4169ff1e8c2b40c382e94a390 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:48:11.493579+00:00", + "ended_at": "2026-05-04T09:48:22.989412+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ccc966393a101a37", + "problem_id": "v2p_n6_24abb994d78e8e05", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X16.", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_ccc966393a101a37.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ccc966393a101a37", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 3456, + "output_tokens": 173, + "total_tokens": 22944, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11457.25, + "sql_execution_elapsed_ms_total": 5.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ccc966393a101a37\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9512569462437df79faec3174f6a34d84f89a648 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:48:22.975453+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11457.25, "started_at": "2026-05-04T09:48:11.498023+00:00", "ended_at": "2026-05-04T09:48:22.955313+00:00", "prompt_metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22771, "cached_input_tokens": 3456, "output_tokens": 173}, "stderr_preview": "2026-05-04T09:48:11.740138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:48:14.151573Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X16\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c2838ef730d08d48dcc0e3bbd0711cb6574e5420 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ccc966393a101a37/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ccc966393a101a37", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 3456, + "output_tokens": 173, + "total_tokens": 22944, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11457.25, + "sql_execution_elapsed_ms_total": 5.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ccc966393a101a37\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5105ac5aff31614594a985ae917441de0f4bee94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8596, "bytes_utf8": 8596, "lines": 300, "estimated_tokens": 2676}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1035, "bytes_utf8": 1035, "lines": 1, "estimated_tokens": 329}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 631}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..745c1eda111d8176cf627218ab1eda5eaf09cd0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_cd0cba3cd768ba97", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 631, + "total_tokens": 23398, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 329, + "estimated_total_tokens": 3005, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19633.43, + "sql_execution_elapsed_ms_total": 31.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_cd0cba3cd768ba97\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..10125ba81c0aa6a75259a8198f712544e90d031c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:35:11.949178+00:00", + "ended_at": "2026-05-04T09:35:31.582680+00:00", + "elapsed_ms": 19633.43, + "prompt_metrics": { + "chars": 8596, + "bytes_utf8": 8596, + "lines": 300, + "estimated_tokens": 2676 + }, + "stdout_metrics": { + "chars": 1494, + "bytes_utf8": 1494, + "lines": 4, + "estimated_tokens": 517 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1035, + "bytes_utf8": 1035, + "lines": 1, + "estimated_tokens": 329 + }, + "usage": { + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 631 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eeaecf62c26461f2390761e69ea98b3bc70b1f09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c0c0acbbb11df9c17dbf20a4c7bb564ec5d35aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df257-78de-7f21-8a46-6055397a4940"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X2\\\" AS REAL) AS \\\"measure_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X2\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X2\\\" IS NOT NULL\\n),\\n\\\"thresholds\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_num\\\",\\n \\\"rn\\\",\\n CASE\\n WHEN (0.9 * \\\"cnt\\\") = CAST((0.9 * \\\"cnt\\\") AS INT) THEN CAST((0.9 * \\\"cnt\\\") AS INT)\\n ELSE CAST((0.9 * \\\"cnt\\\") AS INT) + 1\\n END AS \\\"pct_rank\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n MIN(\\\"measure_num\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholds\\\"\\nWHERE \\\"rn\\\" >= \\\"pct_rank\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per group on CAST(\\\"X2\\\" AS REAL), preserving the planned group_col=\\\"y\\\" and measure_col=\\\"X2\\\" roles.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":631}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d284093caec4bdcceaf9f50ab02a98b6bc99d8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X2\" AS REAL) AS \"measure_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X2\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X2\" IS NOT NULL\n),\n\"thresholds\" AS (\n SELECT\n \"y\",\n \"measure_num\",\n \"rn\",\n CASE\n WHEN (0.9 * \"cnt\") = CAST((0.9 * \"cnt\") AS INT) THEN CAST((0.9 * \"cnt\") AS INT)\n ELSE CAST((0.9 * \"cnt\") AS INT) + 1\n END AS \"pct_rank\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n MIN(\"measure_num\") AS \"percentile_measure\"\nFROM \"thresholds\"\nWHERE \"rn\" >= \"pct_rank\"\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per group on CAST(\"X2\" AS REAL), preserving the planned group_col=\"y\" and measure_col=\"X2\" roles."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..298b8f6bf791a00164ef9ee2298a9f630575f0d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:35:12.170697Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:35:14.615372Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:35:30.659298Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3823fea30972f68258737e14dfe476b11b37cab8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2. +Result preview: [{"y": "0", "percentile_measure": 71.0}, {"y": "1", "percentile_measure": 18.0}, {"y": "3", "percentile_measure": 12.0}, {"y": "2", "percentile_measure": 8.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..434d5c0772bd4e8d12c01fe2fb498ba9697793ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/generated_sql.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_cd0cba3cd768ba97 +-- problem_id: v2p_n6_a75e574e4afb1705 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X2" AS REAL) AS "measure_num", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X2" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X2" IS NOT NULL +), +"thresholds" AS ( + SELECT + "y", + "measure_num", + "rn", + CASE + WHEN (0.9 * "cnt") = CAST((0.9 * "cnt") AS INT) THEN CAST((0.9 * "cnt") AS INT) + ELSE CAST((0.9 * "cnt") AS INT) + 1 + END AS "pct_rank" + FROM "ranked" +) +SELECT + "y", + MIN("measure_num") AS "percentile_measure" +FROM "thresholds" +WHERE "rn" >= "pct_rank" +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3410e34a2ee2113d45ffa964bbb6c22431817360 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X2\" AS REAL) AS \"measure_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X2\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X2\" IS NOT NULL\n),\n\"thresholds\" AS (\n SELECT\n \"y\",\n \"measure_num\",\n \"rn\",\n CASE\n WHEN (0.9 * \"cnt\") = CAST((0.9 * \"cnt\") AS INT) THEN CAST((0.9 * \"cnt\") AS INT)\n ELSE CAST((0.9 * \"cnt\") AS INT) + 1\n END AS \"pct_rank\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n MIN(\"measure_num\") AS \"percentile_measure\"\nFROM \"thresholds\"\nWHERE \"rn\" >= \"pct_rank\"\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X2\\\" AS REAL) AS \\\"measure_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X2\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X2\\\" IS NOT NULL\\n),\\n\\\"thresholds\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_num\\\",\\n \\\"rn\\\",\\n CASE\\n WHEN (0.9 * \\\"cnt\\\") = CAST((0.9 * \\\"cnt\\\") AS INT) THEN CAST((0.9 * \\\"cnt\\\") AS INT)\\n ELSE CAST((0.9 * \\\"cnt\\\") AS INT) + 1\\n END AS \\\"pct_rank\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n MIN(\\\"measure_num\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholds\\\"\\nWHERE \\\"rn\\\" >= \\\"pct_rank\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 71.0}, {\"y\": \"1\", \"percentile_measure\": 18.0}, {\"y\": \"3\", \"percentile_measure\": 12.0}, {\"y\": \"2\", \"percentile_measure\": 8.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ac127df910d48e426346a149d2b1317cd847a45a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:35:11.946281+00:00", + "ended_at": "2026-05-04T09:35:31.645402+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_cd0cba3cd768ba97", + "problem_id": "v2p_n6_a75e574e4afb1705", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2.", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_cd0cba3cd768ba97.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_cd0cba3cd768ba97", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 631, + "total_tokens": 23398, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 329, + "estimated_total_tokens": 3005, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19633.43, + "sql_execution_elapsed_ms_total": 31.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_cd0cba3cd768ba97\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f856112cbffcdb74d9172e29dff877b926c5c824 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:35:31.604443+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19633.43, "started_at": "2026-05-04T09:35:11.949178+00:00", "ended_at": "2026-05-04T09:35:31.582680+00:00", "prompt_metrics": {"chars": 8596, "bytes_utf8": 8596, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 1035, "bytes_utf8": 1035, "lines": 1, "estimated_tokens": 329}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 631}, "stderr_preview": "2026-05-04T09:35:12.170697Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:35:14.615372Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = \\\"pct_rank\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per group on CAST(\\\"X2\\\" AS REAL), preserving the planned group_col=\\\""} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6d4708e190c4aca34e9e176a8f0ab1494987eee4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_cd0cba3cd768ba97", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 631, + "total_tokens": 23398, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 329, + "estimated_total_tokens": 3005, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19633.43, + "sql_execution_elapsed_ms_total": 31.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_cd0cba3cd768ba97\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9bc7a80eb6ff9c6d3312c12a3bf52dfe2810773 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8743, "bytes_utf8": 8743, "lines": 300, "estimated_tokens": 2715}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22804, "cached_input_tokens": 21888, "output_tokens": 164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0313a8e94ec15d23be6db8e7b25339d5424789e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_cd1696a3aebdc5f0", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 164, + "total_tokens": 22968, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2848, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11797.33, + "sql_execution_elapsed_ms_total": 8.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_cd1696a3aebdc5f0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7df2e6ec9167b16ba82f2eda111647a68a8562d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:34:06.430578+00:00", + "ended_at": "2026-05-04T09:34:18.227766+00:00", + "elapsed_ms": 11797.33, + "prompt_metrics": { + "chars": 8743, + "bytes_utf8": 8743, + "lines": 300, + "estimated_tokens": 2715 + }, + "stdout_metrics": { + "chars": 863, + "bytes_utf8": 863, + "lines": 4, + "estimated_tokens": 249 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13213 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 522, + "bytes_utf8": 522, + "lines": 1, + "estimated_tokens": 133 + }, + "usage": { + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 164 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9bedc7bf2a8a2f16335af45277aad6a01ad9e58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..897f164c7a415f57a805d5e98fa1fd38f799604e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-78f6-7722-a9a2-37371daaf22e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X12\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\",\"notes\":\"Used the provided Max Aggregate Winner Selection template with group_col=\\\"y\\\" and measure_col=\\\"X12\\\". Cast \\\"X12\\\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22804,"cached_input_tokens":21888,"output_tokens":164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d3bdc696bebd008f4c759d6c9d5a5143f096199 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X12\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";","notes":"Used the provided Max Aggregate Winner Selection template with group_col=\"y\" and measure_col=\"X12\". Cast \"X12\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53331fc41cd5cf248c299ebef5493b64fa27f99b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:34:06.720184Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:34:09.041751Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:17.262292Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a034e05972930fd7850a795d00abb50235951d02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X12. +Result preview: [{"y": "3", "total_measure": -123.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ab30948f16ffcbe10158361fbe4e97b63d04a4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_cd1696a3aebdc5f0 +-- problem_id: v2p_n6_3353ba4c5b84250f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X12" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..308e81247e2cc06d5b75473542a4eb1951458d5d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X12\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X12\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"3\", \"total_measure\": -123.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.05}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8d38174ff1441a82fbea4b246a642039505b508a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:34:06.427490+00:00", + "ended_at": "2026-05-04T09:34:18.275360+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_cd1696a3aebdc5f0", + "problem_id": "v2p_n6_3353ba4c5b84250f", + "dataset_id": "n6", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X12.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_cd1696a3aebdc5f0.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_cd1696a3aebdc5f0", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 164, + "total_tokens": 22968, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2848, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11797.33, + "sql_execution_elapsed_ms_total": 8.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_cd1696a3aebdc5f0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e3c19669c7696fdaa058ac04865c81dd48b0f06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_cd1696a3aebdc5f0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:34:18.253963+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11797.33, "started_at": "2026-05-04T09:34:06.430578+00:00", "ended_at": "2026-05-04T09:34:18.227766+00:00", "prompt_metrics": {"chars": 8743, "bytes_utf8": 8743, "lines": 300, "estimated_tokens": 2715}, "response_metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22804, "cached_input_tokens": 21888, "output_tokens": 164}, "stderr_preview": "2026-05-04T09:34:06.720184Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:09.041751Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c14fa10212d64c494e1f9e46e694a0aedb4a49ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-a75a-73a0-b28e-e37f103cec8f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X1\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X1\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X1\\\" IS NOT NULL\\n AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used a SQLite-compatible nearest-rank approximation for the 0.95 percentile because SQLite does not support PERCENTILE_CONT. Cast \\\"X1\\\" from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":406}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39d5c493468814a134421d4542c47ba04d2eb193 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"y\",\n CAST(\"X1\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X1\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X1\" IS NOT NULL\n AND \"y\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER) AS \"target_rn\"\n FROM \"ordered\"\n)\nSELECT\n \"y\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used a SQLite-compatible nearest-rank approximation for the 0.95 percentile because SQLite does not support PERCENTILE_CONT. Cast \"X1\" from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d65e1d44c3f04f8cf5fb4fac0793e451b9dc874 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:34:18.513938Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:34:20.880125Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:37.571777Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..07b58288a8d09b3800b2942b2d2ec5cadd698cdf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X1. +Result preview: [{"y": "0", "percentile_measure": 100.0}, {"y": "1", "percentile_measure": 43.0}, {"y": "3", "percentile_measure": 12.0}, {"y": "2", "percentile_measure": 12.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..03cbb799818f3e8cbc7494fa9782a69dabece4e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_ce42740c1a239a50 +-- problem_id: v2p_n6_a9e717cfb1ed1811 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "y", + CAST("X1" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X1" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X1" IS NOT NULL + AND "y" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "y", + "measure_value", + "rn", + "cnt", + CAST((0.95 * "cnt") + 0.999999 AS INTEGER) AS "target_rn" + FROM "ordered" +) +SELECT + "y", + MIN("measure_value") AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" >= "target_rn" +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28cdb78a1011edf63f78ac3d3a0297ae05797eab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"y\",\n CAST(\"X1\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X1\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X1\" IS NOT NULL\n AND \"y\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER) AS \"target_rn\"\n FROM \"ordered\"\n)\nSELECT\n \"y\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X1\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X1\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X1\\\" IS NOT NULL\\n AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 100.0}, {\"y\": \"1\", \"percentile_measure\": 43.0}, {\"y\": \"3\", \"percentile_measure\": 12.0}, {\"y\": \"2\", \"percentile_measure\": 12.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8bc96cc9521baf9423310e2b2fbbe1f932cb4d6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:34:18.279512+00:00", + "ended_at": "2026-05-04T09:34:38.378547+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ce42740c1a239a50", + "problem_id": "v2p_n6_a9e717cfb1ed1811", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X1.", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_ce42740c1a239a50.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ce42740c1a239a50", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 406, + "total_tokens": 23173, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 284, + "estimated_total_tokens": 2960, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20038.36, + "sql_execution_elapsed_ms_total": 27.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ce42740c1a239a50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1ae987df43494b6c8ade794768f5495aad30df4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:34:38.342877+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20038.36, "started_at": "2026-05-04T09:34:18.285529+00:00", "ended_at": "2026-05-04T09:34:38.324142+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 936, "bytes_utf8": 936, "lines": 1, "estimated_tokens": 284}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 406}, "stderr_preview": "2026-05-04T09:34:18.513938Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:20.880125Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = \\\"target_rn\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used a SQLite-compatible nearest-rank approximation for the 0.95 percentile because SQLite does not support PERCENTILE_CONT. Cast \\\"X1\\\" from TEXT to REAL for numeric ordering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0c3a7df98bf7b1357fd000b72879aaf53d9d7589 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce42740c1a239a50/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ce42740c1a239a50", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 406, + "total_tokens": 23173, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 284, + "estimated_total_tokens": 2960, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20038.36, + "sql_execution_elapsed_ms_total": 27.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ce42740c1a239a50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80e6944617de9d26ccdf1a75c3d8a0830daddcec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8707, "bytes_utf8": 8707, "lines": 302, "estimated_tokens": 2714}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22803, "cached_input_tokens": 19840, "output_tokens": 200}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..77e373e2f0bc7f0a053ac6f4333e8ba363e33e26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ce8052635e63f0b9", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 19840, + "output_tokens": 200, + "total_tokens": 23003, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2842, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14758.74, + "sql_execution_elapsed_ms_total": 12.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ce8052635e63f0b9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..701927b8f11e1e4f83b62a4839d4f7e23fef1087 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:23:25.489578+00:00", + "ended_at": "2026-05-04T09:23:40.248234+00:00", + "elapsed_ms": 14758.74, + "prompt_metrics": { + "chars": 8707, + "bytes_utf8": 8707, + "lines": 302, + "estimated_tokens": 2714 + }, + "stdout_metrics": { + "chars": 813, + "bytes_utf8": 813, + "lines": 4, + "estimated_tokens": 243 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13255 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 473, + "bytes_utf8": 473, + "lines": 1, + "estimated_tokens": 128 + }, + "usage": { + "input_tokens": 22803, + "cached_input_tokens": 19840, + "output_tokens": 200 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57effdb7a7993050938413c75cef0fcfaddea2f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "entity_col": "X14", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9e37af3e57abe260e7f64adf66c1fe089a416a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-b142-7543-b8fb-382f07c6461a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X14\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X14\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X14\\\", and entity_col=\\\"X14\\\". Cast \\\"X14\\\" to REAL for AVG because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":19840,"output_tokens":200}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb168bd08e9e54b28bda7f57ba7a67fcce6eca16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X14\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X14\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 11;","notes":"Applied the provided Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X14\", and entity_col=\"X14\". Cast \"X14\" to REAL for AVG because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..436241d9df7b9a79bc22f294148fb8aa5a53d872 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:25.694961Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:28.218182Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:39.646762Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0cfae1a39f1dacee4def78ec3877d6b64ee32db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X14. +Result preview: [{"y": "3", "support": 2000, "avg_measure": -0.1815, "distinct_entities": 63}, {"y": "2", "support": 2000, "avg_measure": -0.3715, "distinct_entities": 59}, {"y": "1", "support": 2000, "avg_measure": 3.646, "distinct_entities": 87}, {"y": "0", "support": 2000, "avg_measure": -14.7365, "distinct_entities": 335}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..65907bb96f891afa8eb57f7e9088a3840cc487b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_ce8052635e63f0b9 +-- problem_id: v2p_n6_033fbda83662f252 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X14" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X14") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68f407f9208ad3e1236228d8f23859ba548b8873 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X14\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X14\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X14\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X14\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": -0.1815, \"distinct_entities\": 63}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": -0.3715, \"distinct_entities\": 59}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": 3.646, \"distinct_entities\": 87}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -14.7365, \"distinct_entities\": 335}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.56}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8b8f6e7c086bf021599110eccf69d924fdfcb079 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:23:25.485532+00:00", + "ended_at": "2026-05-04T09:23:40.294346+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ce8052635e63f0b9", + "problem_id": "v2p_n6_033fbda83662f252", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X14.", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "entity_col": "X14", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_ce8052635e63f0b9.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ce8052635e63f0b9", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 19840, + "output_tokens": 200, + "total_tokens": 23003, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2842, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14758.74, + "sql_execution_elapsed_ms_total": 12.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ce8052635e63f0b9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..793b6aecc6d8c8afa20451a98f1609bb4eae8783 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ce8052635e63f0b9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:40.263710+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14758.74, "started_at": "2026-05-04T09:23:25.489578+00:00", "ended_at": "2026-05-04T09:23:40.248234+00:00", "prompt_metrics": {"chars": 8707, "bytes_utf8": 8707, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22803, "cached_input_tokens": 19840, "output_tokens": 200}, "stderr_preview": "2026-05-04T09:23:25.694961Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:28.218182Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "predicate_col": "X13", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d60ffb2b0e07ab482c20daab82da6b6b9c20a71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-a0fb-73a1-82f4-4b1abc51550e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X1\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X13\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Applied the planned template with group_col=\\\"y\\\", measure_col=\\\"X1\\\", and predicate_col=\\\"X13\\\". Cast numeric-looking TEXT columns to REAL for correct SQLite numeric comparison and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":22400,"output_tokens":153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6666c8531289335f69be0d90acf9f27334909b6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X1\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X13\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Applied the planned template with group_col=\"y\", measure_col=\"X1\", and predicate_col=\"X13\". Cast numeric-looking TEXT columns to REAL for correct SQLite numeric comparison and aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da43c700100e3e22c3185fce47b2453a0e012792 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:31:00.297945Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:02.639875Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:31:10.342324Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc93066a14e1096414ebdc8567a89dc3da076533 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1. +Result preview: [{"y": "1", "total_measure": 13593.0}, {"y": "0", "total_measure": 4011.0}, {"y": "3", "total_measure": 2553.0}, {"y": "2", "total_measure": 2490.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b72c3f075cad297314cbfa9e33bf2cef8ab0945d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_d2af3c741d2baeda +-- problem_id: v2p_n6_fe82998a69c19690 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X1" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X13" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0553d29bad7b9c64ca7355a06a5f90a621bb294d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X1\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X13\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X1\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X13\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 13593.0}, {\"y\": \"0\", \"total_measure\": 4011.0}, {\"y\": \"3\", \"total_measure\": 2553.0}, {\"y\": \"2\", \"total_measure\": 2490.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.53}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b190f8963e1ad3e56e27dd5f69a177e451b100fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:31:00.058838+00:00", + "ended_at": "2026-05-04T09:31:11.012274+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d2af3c741d2baeda", + "problem_id": "v2p_n6_fe82998a69c19690", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1.", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "predicate_col": "X13", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=80" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_d2af3c741d2baeda.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d2af3c741d2baeda", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 22400, + "output_tokens": 153, + "total_tokens": 22961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2833, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10916.01, + "sql_execution_elapsed_ms_total": 4.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d2af3c741d2baeda\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eebdc79295aa61494ab9a5a92e3f82549dcce780 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:31:10.997522+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10916.01, "started_at": "2026-05-04T09:31:00.062106+00:00", "ended_at": "2026-05-04T09:31:10.975990+00:00", "prompt_metrics": {"chars": 8694, "bytes_utf8": 8694, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22808, "cached_input_tokens": 22400, "output_tokens": 153}, "stderr_preview": "2026-05-04T09:31:00.297945Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:02.639875Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Applied the planned template with group_col=\\\"y\\\", measure_col=\\\"X1\\\", and predicate_col=\\\"X13\\\". Cast numeric-looking TEXT columns to REAL for correct SQLite numeric comparison and aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3d3465005e215fe36581c4a4e9554affce55ccf0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d2af3c741d2baeda/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d2af3c741d2baeda", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 22400, + "output_tokens": 153, + "total_tokens": 22961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2833, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10916.01, + "sql_execution_elapsed_ms_total": 4.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d2af3c741d2baeda\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..667a58e95840e9b2bbfecc8d6885003885fa2c2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8743, "bytes_utf8": 8743, "lines": 300, "estimated_tokens": 2715}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22804, "cached_input_tokens": 21888, "output_tokens": 170}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..226f4e3abf4b91ddba2b9419cf7b425e2e1b13dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d32791bf7b9e9817", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 22974, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2845, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12970.27, + "sql_execution_elapsed_ms_total": 4.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d32791bf7b9e9817\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..db988b69f8bb2e42033c97c12de2a9b040a1d3c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:32:00.371434+00:00", + "ended_at": "2026-05-04T09:32:13.341591+00:00", + "elapsed_ms": 12970.27, + "prompt_metrics": { + "chars": 8743, + "bytes_utf8": 8743, + "lines": 300, + "estimated_tokens": 2715 + }, + "stdout_metrics": { + "chars": 843, + "bytes_utf8": 843, + "lines": 4, + "estimated_tokens": 246 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 502, + "bytes_utf8": 502, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 170 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e231e034694a3686af9e24e274aee061d6db108 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c15ddc70a4aa4650069188489f1d6881199527d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-8c7f-7170-9619-3efe870023c2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X5\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\",\"notes\":\"Applied the provided Max Aggregate Winner Selection template with group_col=\\\"y\\\" and measure_col=\\\"X5\\\". Cast \\\"X5\\\" to REAL because the schema stores numeric-looking feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22804,"cached_input_tokens":21888,"output_tokens":170}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6209124345f2ceb19f885650969e505b53eb96c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X5\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";","notes":"Applied the provided Max Aggregate Winner Selection template with group_col=\"y\" and measure_col=\"X5\". Cast \"X5\" to REAL because the schema stores numeric-looking feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b05bdd497b96f42cfe046d4948b1e2f1b954a974 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:32:00.569258Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:02.984724Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:32:12.267315Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c96786fea6153a84096816c1c1f345687f5a27ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5. +Result preview: [{"y": "1", "total_measure": 12044.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d402e35a9e2cce2bb57d0f5b37070cbccb06d5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_d32791bf7b9e9817 +-- problem_id: v2p_n6_6de6dedd8cc46846 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X5" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..467feef51284f168410a0d30abde7dfc01397fb3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X5\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X5\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 12044.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fb5bdfad09f7df9f054c720ce46163dc8f42a436 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:32:00.369024+00:00", + "ended_at": "2026-05-04T09:32:13.374244+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d32791bf7b9e9817", + "problem_id": "v2p_n6_6de6dedd8cc46846", + "dataset_id": "n6", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_d32791bf7b9e9817.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d32791bf7b9e9817", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 22974, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2845, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12970.27, + "sql_execution_elapsed_ms_total": 4.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d32791bf7b9e9817\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd5207edede75dca87097879dd1682f4595b39fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d32791bf7b9e9817/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:32:13.360364+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12970.27, "started_at": "2026-05-04T09:32:00.371434+00:00", "ended_at": "2026-05-04T09:32:13.341591+00:00", "prompt_metrics": {"chars": 8743, "bytes_utf8": 8743, "lines": 300, "estimated_tokens": 2715}, "response_metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22804, "cached_input_tokens": 21888, "output_tokens": 170}, "stderr_preview": "2026-05-04T09:32:00.569258Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:32:02.984724Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee8dba2db0af3029e9a5d25b4895b6cd94da25d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23a-6667-7eb2-ac4e-d6da916ed2b5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"y\\\" and condition_col=\\\"y\\\"; used text literal '0' because the schema shows \\\"y\\\" stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22789,"cached_input_tokens":19840,"output_tokens":173}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e96db2fe0e1320667893811c1f83135b483bc082 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"y\" and condition_col=\"y\"; used text literal '0' because the schema shows \"y\" stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20afd87f721407b25298efc6169e47038799b902 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:03:26.973905Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:03:29.401887Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:03:38.323293Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1a980dd1a0bf824a783c01cc0b7970e98ff64d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y. +Result preview: [{"y": "0", "condition_rate": 1.0}, {"y": "3", "condition_rate": 0.0}, {"y": "2", "condition_rate": 0.0}, {"y": "1", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..464c88f57af2091d3e6a4f81ac0f93b7914c7b07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_d52eee6a7e6e9a2d +-- problem_id: v2p_n6_9e596f18d042b2da +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48c3233bcd23fb86b314cb43a2175c8ddd251abc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"y\", \"condition_rate\"], \"rows\": [{\"y\": \"0\", \"condition_rate\": 1.0}, {\"y\": \"3\", \"condition_rate\": 0.0}, {\"y\": \"2\", \"condition_rate\": 0.0}, {\"y\": \"1\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4c2fe38e908a0f41cd203f7c9eb7094223245393 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:03:23.207140+00:00", + "ended_at": "2026-05-04T09:03:39.221033+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d52eee6a7e6e9a2d", + "problem_id": "v2p_n6_9e596f18d042b2da", + "dataset_id": "n6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=y.", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_d52eee6a7e6e9a2d.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d52eee6a7e6e9a2d", + "api_calls": 0, + "input_tokens": 22789, + "cached_input_tokens": 19840, + "output_tokens": 173, + "total_tokens": 22962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2698, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15980.83, + "sql_execution_elapsed_ms_total": 4.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d52eee6a7e6e9a2d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f4ae5712a3e29060cf1ae5306bac8d4cc8a1d75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d52eee6a7e6e9a2d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:03:39.209576+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15980.83, "started_at": "2026-05-04T09:03:23.211604+00:00", "ended_at": "2026-05-04T09:03:39.192489+00:00", "prompt_metrics": {"chars": 8667, "bytes_utf8": 8667, "lines": 303, "estimated_tokens": 2698}, "response_metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22789, "cached_input_tokens": 19840, "output_tokens": 173}, "stderr_preview": "2026-05-04T09:03:26.973905Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:03:29.401887Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X4", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe1185ba085cc8461e6359d8ef135fe7b07dc19e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-8858-7841-ba5c-7de7b16f90be"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X4\\\" AS REAL) >= 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X4\\\". Applied CAST(\\\"X4\\\" AS REAL) because the SQLite schema stores feature columns as TEXT while the bound predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22777,"cached_input_tokens":22400,"output_tokens":195}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15277e946054eeedda9d5869595156f974446332 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X4\" AS REAL) >= 7.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the required template with group_col bound to \"y\" and predicate_col bound to \"X4\". Applied CAST(\"X4\" AS REAL) because the SQLite schema stores feature columns as TEXT while the bound predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..710bc0f0996cf8b4ae45ded6a91e9791db3770f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:09.745177Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:12.311420Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:20.880230Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..095f029267eeb980379851566ce336e580325792 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "0", "support": 782}, {"y": "3", "support": 514}, {"y": "1", "support": 507}, {"y": "2", "support": 226}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1908dc4a7ea889e95a3494dce5624b2fcdbf3dc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_d63f7dae099c76ac +-- problem_id: v2p_n6_ce0e2db8c436dd2a +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X4" AS REAL) >= 7.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9c235cbec58ffd15a5fe9df8bb869a761c321ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X4\" AS REAL) >= 7.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X4\\\" AS REAL) >= 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 782}, {\"y\": \"3\", \"support\": 514}, {\"y\": \"1\", \"support\": 507}, {\"y\": \"2\", \"support\": 226}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.83}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5924fee342eb96f9cb15f97cbecd500c012b33d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:22:09.488506+00:00", + "ended_at": "2026-05-04T09:22:21.715862+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d63f7dae099c76ac", + "problem_id": "v2p_n6_ce0e2db8c436dd2a", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X4", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_d63f7dae099c76ac.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d63f7dae099c76ac", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 22400, + "output_tokens": 195, + "total_tokens": 22972, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12190.83, + "sql_execution_elapsed_ms_total": 2.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d63f7dae099c76ac\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d460e55c86d10a9ed780588b4eb590e14b56884a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:21.704965+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12190.83, "started_at": "2026-05-04T09:22:09.491259+00:00", "ended_at": "2026-05-04T09:22:21.682180+00:00", "prompt_metrics": {"chars": 8609, "bytes_utf8": 8609, "lines": 302, "estimated_tokens": 2688}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22777, "cached_input_tokens": 22400, "output_tokens": 195}, "stderr_preview": "2026-05-04T09:22:09.745177Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:12.311420Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X4\\\". Applied CAST(\\\"X4\\\" AS REAL) because the SQLite schema stores feature columns as TEXT while the bound predicate value is numeric.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f4f37132a4caf227cf0fe2338e37d8b2d3b3e4d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d63f7dae099c76ac/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d63f7dae099c76ac", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 22400, + "output_tokens": 195, + "total_tokens": 22972, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12190.83, + "sql_execution_elapsed_ms_total": 2.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d63f7dae099c76ac\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44d2e115e9295f80b6999a2a2190f15d75cb1786 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2720}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 172}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..61e0a00edbb48fa585c88a158a479284bb300933 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d6853bdcb099f472", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2841, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14072.96, + "sql_execution_elapsed_ms_total": 3.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d6853bdcb099f472\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..63f5e6a0f00eee222f53982db4b03c1e679d22ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:28:45.827579+00:00", + "ended_at": "2026-05-04T09:28:59.898570+00:00", + "elapsed_ms": 14072.96, + "prompt_metrics": { + "chars": 8695, + "bytes_utf8": 8695, + "lines": 304, + "estimated_tokens": 2720 + }, + "stdout_metrics": { + "chars": 742, + "bytes_utf8": 742, + "lines": 4, + "estimated_tokens": 237 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13186 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 400, + "bytes_utf8": 400, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 172 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..707d1da1a39df9d967aa25b7eb9092ff6e43304b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "predicate_col": "X8", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee46894871612bc7c0ef713d83341380ba212809 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-9492-78a1-a452-c3a1a800f721"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X12\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X8\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided template with group_col=\\\"y\\\", measure_col=\\\"X12\\\", and predicate_col=\\\"X8\\\". Casted \\\"X12\\\" and \\\"X8\\\" to REAL because the SQLite schema stores them as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":21888,"output_tokens":172}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be34afa24842f92f72d214eeae81a6cea7609e9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X12\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X8\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the provided template with group_col=\"y\", measure_col=\"X12\", and predicate_col=\"X8\". Casted \"X12\" and \"X8\" to REAL because the SQLite schema stores them as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..beb32b49e2b740ab67951d775f724463d288b6d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:28:46.047704Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:28:48.568722Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:28:59.151515Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8eba8d08a71c7cade9d84032b9331f5a3b8ed0d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12. +Result preview: [{"y": "0", "total_measure": 6604.0}, {"y": "1", "total_measure": 1989.0}, {"y": "2", "total_measure": 549.0}, {"y": "3", "total_measure": 295.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..96ac9887fce10342faf868622f634f6407a32616 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_d6853bdcb099f472 +-- problem_id: v2p_n6_ac860605aea9b2ee +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X12" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X8" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6280179b562fad33dcc87fbb29d140864dea0e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X12\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X8\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X12\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X8\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 6604.0}, {\"y\": \"1\", \"total_measure\": 1989.0}, {\"y\": \"2\", \"total_measure\": 549.0}, {\"y\": \"3\", \"total_measure\": 295.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f9f824e9daa80cf42fa909227be7b9e2dd9aa93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:28:45.824304+00:00", + "ended_at": "2026-05-04T09:28:59.929385+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d6853bdcb099f472", + "problem_id": "v2p_n6_ac860605aea9b2ee", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "predicate_col": "X8", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_d6853bdcb099f472.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d6853bdcb099f472", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2841, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14072.96, + "sql_execution_elapsed_ms_total": 3.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d6853bdcb099f472\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b80200da1da5097ae79ddeba239ede4a3dc32e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:28:59.917880+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14072.96, "started_at": "2026-05-04T09:28:45.827579+00:00", "ended_at": "2026-05-04T09:28:59.898570+00:00", "prompt_metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 172}, "stderr_preview": "2026-05-04T09:28:46.047704Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:28:48.568722Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided template with group_col=\\\"y\\\", measure_col=\\\"X12\\\", and predicate_col=\\\"X8\\\". Casted \\\"X12\\\" and \\\"X8\\\" to REAL because the SQLite schema stores them as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3e96a44b7abf5533a075c601cb493824f1444c75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6853bdcb099f472/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d6853bdcb099f472", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2841, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14072.96, + "sql_execution_elapsed_ms_total": 3.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d6853bdcb099f472\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..10d142acad2cda3e8cc04ab8d958363cc5fdc5e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8873, "bytes_utf8": 8873, "lines": 304, "estimated_tokens": 2778}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 22869, "cached_input_tokens": 22400, "output_tokens": 183}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1706e65fa773432a524d7e95b932529d18927a7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d6b12df16012cd1b", + "api_calls": 0, + "input_tokens": 22869, + "cached_input_tokens": 22400, + "output_tokens": 183, + "total_tokens": 23052, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2778, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2920, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11941.55, + "sql_execution_elapsed_ms_total": 6.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d6b12df16012cd1b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..889ae02ceabfe76cb244541826f5d3c9a221a512 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:10:28.699637+00:00", + "ended_at": "2026-05-04T09:10:40.629195+00:00", + "elapsed_ms": 11941.55, + "prompt_metrics": { + "chars": 8873, + "bytes_utf8": 8873, + "lines": 304, + "estimated_tokens": 2778 + }, + "stdout_metrics": { + "chars": 834, + "bytes_utf8": 834, + "lines": 4, + "estimated_tokens": 251 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13273 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 505, + "bytes_utf8": 505, + "lines": 1, + "estimated_tokens": 142 + }, + "usage": { + "input_tokens": 22869, + "cached_input_tokens": 22400, + "output_tokens": 183 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83cbd8f235cbacaa00581185f4e13ee0bd3b27e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X11.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X11", + "band_col": "X11", + "band_cut_1": -5.0, + "band_cut_2": 3.0, + "lower_bound": -5.0, + "upper_bound": 3.0, + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d337be915b3384934af15cd2c9606b1675495d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df240-d701-7ab1-b1b1-02fb83ce5ffc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X11\\\" AS REAL) < -5.0 THEN 'low'\\n WHEN CAST(\\\"X11\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X11\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested template with both band_col and measure_col bound to \\\"X11\\\". Cast \\\"X11\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22869,"cached_input_tokens":22400,"output_tokens":183}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea8aaa2f7db6cb2165ff553d59a13834965927bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X11\" AS REAL) < -5.0 THEN 'low'\n WHEN CAST(\"X11\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X11\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the requested template with both band_col and measure_col bound to \"X11\". Cast \"X11\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8718d6ea53364d24d427e8a8058b3530de1d8e29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:10:28.933149Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:10:31.317109Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:10:39.801394Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..01adf8d77119bbca4c46d91f34411aa4b2c9902f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X11. +Result preview: [{"band_bucket": "high", "avg_measure": 22.420212765957448}, {"band_bucket": "mid", "avg_measure": -1.260931899641577}, {"band_bucket": "low", "avg_measure": -36.77949790794979}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4230cbc861d0962783b4f9a9028af472ff40f8d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_d6b12df16012cd1b +-- problem_id: v2p_n6_a24c039c7e1dbb24 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X11" AS REAL) < -5.0 THEN 'low' + WHEN CAST("X11" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X11" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75ec3f95735bc22145df330b926c9e81ca8b0670 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X11\" AS REAL) < -5.0 THEN 'low'\n WHEN CAST(\"X11\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X11\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X11\\\" AS REAL) < -5.0 THEN 'low'\\n WHEN CAST(\\\"X11\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X11\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 22.420212765957448}, {\"band_bucket\": \"mid\", \"avg_measure\": -1.260931899641577}, {\"band_bucket\": \"low\", \"avg_measure\": -36.77949790794979}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a605eb203e627e0f373492440839013f4d7cc0ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:10:28.696575+00:00", + "ended_at": "2026-05-04T09:10:40.681980+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d6b12df16012cd1b", + "problem_id": "v2p_n6_a24c039c7e1dbb24", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X11.", + "bindings": { + "measure_col": "X11", + "band_col": "X11", + "band_cut_1": -5.0, + "band_cut_2": 3.0, + "lower_bound": -5.0, + "upper_bound": 3.0, + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_d6b12df16012cd1b.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d6b12df16012cd1b", + "api_calls": 0, + "input_tokens": 22869, + "cached_input_tokens": 22400, + "output_tokens": 183, + "total_tokens": 23052, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2778, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2920, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11941.55, + "sql_execution_elapsed_ms_total": 6.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d6b12df16012cd1b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42985173276fd8c11c75e767d0fdb380ce21e0b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d6b12df16012cd1b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:10:40.664874+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11941.55, "started_at": "2026-05-04T09:10:28.699637+00:00", "ended_at": "2026-05-04T09:10:40.629195+00:00", "prompt_metrics": {"chars": 8873, "bytes_utf8": 8873, "lines": 304, "estimated_tokens": 2778}, "response_metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 22869, "cached_input_tokens": 22400, "output_tokens": 183}, "stderr_preview": "2026-05-04T09:10:28.933149Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:10:31.317109Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "entity_col": "X6", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..719ec3e26a3770d1c0dba14fc828439cbb5824fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df250-2103-76b2-a5e8-2b3e48cef15f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X6\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X6\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the planned Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X6\\\", entity_col=\\\"X6\\\", and cast \\\"X6\\\" to REAL for SQLite numeric averaging because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":22400,"output_tokens":204}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b2038c6885fad5786664b3add9412a14a67e508 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X6\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X6\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the planned Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X6\", entity_col=\"X6\", and cast \"X6\" to REAL for SQLite numeric averaging because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cf4a92808d87d8611fcc81010e2f76bec97bb5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:27:10.923284Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:27:13.439530Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:27:22.951115Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..29f66243ce10718549156901844c97143cb2c0d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6. +Result preview: [{"y": "3", "support": 2000, "avg_measure": 0.331, "distinct_entities": 66}, {"y": "2", "support": 2000, "avg_measure": -0.0565, "distinct_entities": 53}, {"y": "1", "support": 2000, "avg_measure": 2.7045, "distinct_entities": 64}, {"y": "0", "support": 2000, "avg_measure": -12.226, "distinct_entities": 340}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6e346b872d085f04f92e29413e992974a6756df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_d71fd3f8c2d4b3dd +-- problem_id: v2p_n6_6f540583e16f97b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X6" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X6") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a453382bdb81253de4a9cd34626361b51541542a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X6\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X6\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X6\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X6\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": 0.331, \"distinct_entities\": 66}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": -0.0565, \"distinct_entities\": 53}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": 2.7045, \"distinct_entities\": 64}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -12.226, \"distinct_entities\": 340}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.59}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c99127343fa8c9c41ef2e6f8d31a5a44e5cdc36e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:27:10.704513+00:00", + "ended_at": "2026-05-04T09:27:23.705044+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d71fd3f8c2d4b3dd", + "problem_id": "v2p_n6_6f540583e16f97b3", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "entity_col": "X6", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=69" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_d71fd3f8c2d4b3dd.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d71fd3f8c2d4b3dd", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 22400, + "output_tokens": 204, + "total_tokens": 23007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2842, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12961.59, + "sql_execution_elapsed_ms_total": 6.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d71fd3f8c2d4b3dd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fceb5e11bd7d66a926ba40d9018bfc2d54ee9958 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d71fd3f8c2d4b3dd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:27:23.689285+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12961.59, "started_at": "2026-05-04T09:27:10.708043+00:00", "ended_at": "2026-05-04T09:27:23.669569+00:00", "prompt_metrics": {"chars": 8704, "bytes_utf8": 8704, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 478, "bytes_utf8": 478, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22803, "cached_input_tokens": 22400, "output_tokens": 204}, "stderr_preview": "2026-05-04T09:27:10.923284Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:27:13.439530Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X15.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "entity_col": "X15", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5385407183396fe52c72d2083b7aa01d3e748eaf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-2895-7711-b82c-4a08d6e464a1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X15\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X15\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X15\\\", and entity_col=\\\"X15\\\". Cast \\\"X15\\\" to REAL for AVG because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":21888,"output_tokens":167}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3644f93eb000ae657e2458a6a34e74432a93af3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X15\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X15\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X15\", and entity_col=\"X15\". Cast \"X15\" to REAL for AVG because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b14849a61926f1da1c3ebaf08b34f7fd1a9a7a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:56.286271Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:58.604834Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:07.196001Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..07753c5fd54c64af6d7aae5b8f1cc4b104cc02cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X15. +Result preview: [{"y": "3", "support": 2000, "avg_measure": -0.2175, "distinct_entities": 49}, {"y": "2", "support": 2000, "avg_measure": -0.671, "distinct_entities": 41}, {"y": "1", "support": 2000, "avg_measure": -1.806, "distinct_entities": 83}, {"y": "0", "support": 2000, "avg_measure": -14.727, "distinct_entities": 342}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0fa98798302688a4d2fb662708126fda3ff46fd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_d896588a3f790610 +-- problem_id: v2p_n6_5b8cffe7c111aa1a +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X15" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X15") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..862194b79b868164735a547db77863836d2838fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X15\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X15\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X15\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X15\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": -0.2175, \"distinct_entities\": 49}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": -0.671, \"distinct_entities\": 41}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": -1.806, \"distinct_entities\": 83}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -14.727, \"distinct_entities\": 342}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6bd748c81b7b2bb1c1fa657374713b481c6b8d0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:23:52.861571+00:00", + "ended_at": "2026-05-04T09:24:08.037884+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d896588a3f790610", + "problem_id": "v2p_n6_5b8cffe7c111aa1a", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X15.", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "entity_col": "X15", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_d896588a3f790610.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d896588a3f790610", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 21888, + "output_tokens": 167, + "total_tokens": 22970, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2842, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15132.06, + "sql_execution_elapsed_ms_total": 8.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d896588a3f790610\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9f4207c62d128171257bc4a9bc56bae8322df50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d896588a3f790610/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:08.020815+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15132.06, "started_at": "2026-05-04T09:23:52.865627+00:00", "ended_at": "2026-05-04T09:24:07.998020+00:00", "prompt_metrics": {"chars": 8705, "bytes_utf8": 8705, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22803, "cached_input_tokens": 21888, "output_tokens": 167}, "stderr_preview": "2026-05-04T09:23:56.286271Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:58.604834Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5f46a6c324d8d7404d7db0917a81a52fdb95dca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25b-b864-7db2-99a1-3ad6e765259d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X7\\\" AS REAL) AS \\\"x7_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X7\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X7\\\" IS NOT NULL\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"x7_value\\\",\\n ((95 * \\\"cnt\\\") + 99) / 100 AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n MIN(\\\"x7_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the 0.95 grouped percentile by selecting the smallest X7 value at or above the ceiling of the 95th-percentile rank within each y group. X7 is cast from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":372}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9c84a5ccca1dbede043f5cc0775819650aaf50a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X7\" AS REAL) AS \"x7_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X7\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X7\" IS NOT NULL\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"x7_value\",\n ((95 * \"cnt\") + 99) / 100 AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n MIN(\"x7_value\") AS \"percentile_measure\"\nFROM \"target_rows\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the 0.95 grouped percentile by selecting the smallest X7 value at or above the ceiling of the 95th-percentile rank within each y group. X7 is cast from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c7f5122bcaa78ad9fd7f5cae152916dfa6c1e0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:39:50.593128Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:39:53.003163Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:40:04.838140Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c14538bcff7bd1035032246fb46875f08cb7dbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X7. +Result preview: [{"y": "2", "percentile_measure": -16.0}, {"y": "3", "percentile_measure": -24.0}, {"y": "1", "percentile_measure": -40.0}, {"y": "0", "percentile_measure": -277.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..75d5a01dd7b57a1b505be09c1d6a858f23d0cfe4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_d8dff0219ad37ae8 +-- problem_id: v2p_n6_1c31a6bf656ea17a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X7" AS REAL) AS "x7_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X7" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X7" IS NOT NULL +), +"target_rows" AS ( + SELECT + "y", + "x7_value", + ((95 * "cnt") + 99) / 100 AS "target_rn" + FROM "ranked" +) +SELECT + "y", + MIN("x7_value") AS "percentile_measure" +FROM "target_rows" +WHERE "rn" >= "target_rn" +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f986658519cfba5ba25c49fcc657bdc4c821123c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X7\" AS REAL) AS \"x7_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X7\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X7\" IS NOT NULL\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"x7_value\",\n ((95 * \"cnt\") + 99) / 100 AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n MIN(\"x7_value\") AS \"percentile_measure\"\nFROM \"target_rows\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X7\\\" AS REAL) AS \\\"x7_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X7\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X7\\\" IS NOT NULL\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"x7_value\\\",\\n ((95 * \\\"cnt\\\") + 99) / 100 AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n MIN(\\\"x7_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"2\", \"percentile_measure\": -16.0}, {\"y\": \"3\", \"percentile_measure\": -24.0}, {\"y\": \"1\", \"percentile_measure\": -40.0}, {\"y\": \"0\", \"percentile_measure\": -277.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 35.45}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7065328b76398d30c49d01e335afb9cab43d7d15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:39:50.310841+00:00", + "ended_at": "2026-05-04T09:40:05.656556+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d8dff0219ad37ae8", + "problem_id": "v2p_n6_1c31a6bf656ea17a", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_d8dff0219ad37ae8.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d8dff0219ad37ae8", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 372, + "total_tokens": 23139, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 287, + "estimated_total_tokens": 2963, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15272.77, + "sql_execution_elapsed_ms_total": 35.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d8dff0219ad37ae8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..234899a215b01ea88e220c62045836446d2857ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:40:05.612707+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15272.77, "started_at": "2026-05-04T09:39:50.313462+00:00", "ended_at": "2026-05-04T09:40:05.586286+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 942, "bytes_utf8": 942, "lines": 1, "estimated_tokens": 287}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 372}, "stderr_preview": "2026-05-04T09:39:50.593128Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:39:53.003163Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = \\\"target_rn\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the 0.95 grouped percentile by selecting the smallest X7 value at or above the ceiling of the 95th-percentile rank within each y group. X7 is cast from TEXT to REAL for numeric ordering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f59e4900c537acd1bab8f95488bce4627986ee83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d8dff0219ad37ae8", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 372, + "total_tokens": 23139, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 287, + "estimated_total_tokens": 2963, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15272.77, + "sql_execution_elapsed_ms_total": 35.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d8dff0219ad37ae8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e319e783a4c5a49496e417fcc773cd78f65ffbe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8702, "bytes_utf8": 8702, "lines": 302, "estimated_tokens": 2714}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 474, "bytes_utf8": 474, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22803, "cached_input_tokens": 22400, "output_tokens": 191}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7b4b7b7e6bf3f33e13f87ce34f178d20c7237d92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d9e615a9d5d470e8", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 22400, + "output_tokens": 191, + "total_tokens": 22994, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2843, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13009.18, + "sql_execution_elapsed_ms_total": 6.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d9e615a9d5d470e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c78407728c5001647d7f801ac6acb9b42fd3ae53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:25:36.046236+00:00", + "ended_at": "2026-05-04T09:25:49.055343+00:00", + "elapsed_ms": 13009.18, + "prompt_metrics": { + "chars": 8702, + "bytes_utf8": 8702, + "lines": 302, + "estimated_tokens": 2714 + }, + "stdout_metrics": { + "chars": 814, + "bytes_utf8": 814, + "lines": 4, + "estimated_tokens": 246 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 474, + "bytes_utf8": 474, + "lines": 1, + "estimated_tokens": 129 + }, + "usage": { + "input_tokens": 22803, + "cached_input_tokens": 22400, + "output_tokens": 191 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18165e6094d26fe433ea082b6e6da3ad5d95244a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "entity_col": "X3", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a61b8e7f2086a0fe263aec50bdc5f604b5689f19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-af32-7871-9ea3-7a52a120280e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X3\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X3\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Applied the planned Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X3\\\", and entity_col=\\\"X3\\\". CAST(\\\"X3\\\" AS REAL) is used because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":22400,"output_tokens":191}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4895322b8d483c4288c0a752a3ca7c8952ed5c87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X3\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X3\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 11;","notes":"Applied the planned Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X3\", and entity_col=\"X3\". CAST(\"X3\" AS REAL) is used because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9f41bfbab3f9c63c93c75a68af3071326e607a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:25:36.244492Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:25:38.540609Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:25:48.221991Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4353f9e5fa686d9c596ec00806700cf170282fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3. +Result preview: [{"y": "3", "support": 2000, "avg_measure": -0.341, "distinct_entities": 48}, {"y": "2", "support": 2000, "avg_measure": -0.4465, "distinct_entities": 31}, {"y": "1", "support": 2000, "avg_measure": 0.072, "distinct_entities": 96}, {"y": "0", "support": 2000, "avg_measure": -12.2345, "distinct_entities": 339}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c7234853e9d7d06eaf43bdf1593a64c3c8415d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_d9e615a9d5d470e8 +-- problem_id: v2p_n6_971c9c7542dbee2c +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X3" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X3") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1561de81a1401cb815cbe8e93ffe70500bc2f1f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X3\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X3\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X3\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X3\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": -0.341, \"distinct_entities\": 48}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": -0.4465, \"distinct_entities\": 31}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": 0.072, \"distinct_entities\": 96}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -12.2345, \"distinct_entities\": 339}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..572c45fd3c49baa9e5f2e7e62ffd5439dbe2da25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:25:36.042438+00:00", + "ended_at": "2026-05-04T09:25:49.089795+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d9e615a9d5d470e8", + "problem_id": "v2p_n6_971c9c7542dbee2c", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3.", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "entity_col": "X3", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_d9e615a9d5d470e8.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d9e615a9d5d470e8", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 22400, + "output_tokens": 191, + "total_tokens": 22994, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2843, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13009.18, + "sql_execution_elapsed_ms_total": 6.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_d9e615a9d5d470e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99bc00b1bf2c4a9a2d550fcaafad5e247a03f9b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_d9e615a9d5d470e8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:25:49.074332+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13009.18, "started_at": "2026-05-04T09:25:36.046236+00:00", "ended_at": "2026-05-04T09:25:49.055343+00:00", "prompt_metrics": {"chars": 8702, "bytes_utf8": 8702, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 474, "bytes_utf8": 474, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22803, "cached_input_tokens": 22400, "output_tokens": 191}, "stderr_preview": "2026-05-04T09:25:36.244492Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:25:38.540609Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8, condition_col=y.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ca850209d2e706064e2d490174ee084c570b7d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df245-3a06-7721-951a-684dfce695d9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles.\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"y\\\" AS \\\"group_col\\\",\\n CAST(\\\"X8\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '0'\\n AND \\\"X8\\\" IS NOT NULL\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n 1.0 + (0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n o.\\\"group_col\\\",\\n CASE\\n WHEN CAST(p.\\\"pos\\\" AS INTEGER) = p.\\\"pos\\\" THEN\\n MAX(CASE WHEN o.\\\"rn\\\" = CAST(p.\\\"pos\\\" AS INTEGER) THEN o.\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN o.\\\"rn\\\" = CAST(p.\\\"pos\\\" AS INTEGER) THEN o.\\\"measure\\\" END) * ((CAST(p.\\\"pos\\\" AS INTEGER) + 1) - p.\\\"pos\\\") +\\n MAX(CASE WHEN o.\\\"rn\\\" = CAST(p.\\\"pos\\\" AS INTEGER) + 1 THEN o.\\\"measure\\\" END) * (p.\\\"pos\\\" - CAST(p.\\\"pos\\\" AS INTEGER))\\n END AS \\\"conditional_percentile\\\"\\n FROM \\\"ordered\\\" AS o\\n JOIN \\\"positions\\\" AS p\\n ON o.\\\"group_col\\\" = p.\\\"group_col\\\"\\n GROUP BY o.\\\"group_col\\\", p.\\\"pos\\\"\\n)\\nSELECT\\n g.\\\"y\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\" AS g\\nLEFT JOIN \\\"percentiles\\\" AS p\\n ON g.\\\"y\\\" = p.\\\"group_col\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\",\"notes\":\"Uses the planned template roles with SQLite-compatible logic by emulating PERCENTILE_CONT(0.9) via window functions and linear interpolation. \\\"X8\\\" is cast to REAL because the schema stores feature columns as TEXT. Since group_col and condition_col are both \\\"y\\\" and the filter is y='0', only the group '0' will have a non-NULL conditional percentile; other groups remain in the result with NULL values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22839,"cached_input_tokens":22400,"output_tokens":1256}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53e4d1361b8dd91251b9fee4002501f4854731c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles.\nWITH \"groups\" AS (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n),\n\"filtered\" AS (\n SELECT\n \"y\" AS \"group_col\",\n CAST(\"X8\" AS REAL) AS \"measure\"\n FROM \"n6\"\n WHERE \"y\" = '0'\n AND \"X8\" IS NOT NULL\n),\n\"ordered\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"group_col\",\n 1.0 + (0.9 * (\"cnt\" - 1)) AS \"pos\"\n FROM \"ordered\"\n),\n\"percentiles\" AS (\n SELECT\n o.\"group_col\",\n CASE\n WHEN CAST(p.\"pos\" AS INTEGER) = p.\"pos\" THEN\n MAX(CASE WHEN o.\"rn\" = CAST(p.\"pos\" AS INTEGER) THEN o.\"measure\" END)\n ELSE\n MAX(CASE WHEN o.\"rn\" = CAST(p.\"pos\" AS INTEGER) THEN o.\"measure\" END) * ((CAST(p.\"pos\" AS INTEGER) + 1) - p.\"pos\") +\n MAX(CASE WHEN o.\"rn\" = CAST(p.\"pos\" AS INTEGER) + 1 THEN o.\"measure\" END) * (p.\"pos\" - CAST(p.\"pos\" AS INTEGER))\n END AS \"conditional_percentile\"\n FROM \"ordered\" AS o\n JOIN \"positions\" AS p\n ON o.\"group_col\" = p.\"group_col\"\n GROUP BY o.\"group_col\", p.\"pos\"\n)\nSELECT\n g.\"y\",\n p.\"conditional_percentile\"\nFROM \"groups\" AS g\nLEFT JOIN \"percentiles\" AS p\n ON g.\"y\" = p.\"group_col\"\nORDER BY p.\"conditional_percentile\" DESC;","notes":"Uses the planned template roles with SQLite-compatible logic by emulating PERCENTILE_CONT(0.9) via window functions and linear interpolation. \"X8\" is cast to REAL because the schema stores feature columns as TEXT. Since group_col and condition_col are both \"y\" and the filter is y='0', only the group '0' will have a non-NULL conditional percentile; other groups remain in the result with NULL values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e322b9ef8b665bd57e0f57f8674b54514663ebb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,58 @@ +2026-05-04T09:15:16.419783Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:15:18.824088Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:16:36.827992Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 190ms)... +2026-05-04T09:17:06.171890Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1d4d4e7da2624fb0a5a97e26f768cd571070e04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8, condition_col=y. +Result preview: [{"y": "0", "conditional_percentile": 77.0}, {"y": "1", "conditional_percentile": null}, {"y": "2", "conditional_percentile": null}, {"y": "3", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5b6f16045d3bc749fceea7a59626b55f8b3ceb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/generated_sql.sql @@ -0,0 +1,61 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_dc69115e0dff904d +-- problem_id: v2p_n6_ed438ad9dd5ccf84 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "y" + FROM "n6" +), +"filtered" AS ( + SELECT + "y" AS "group_col", + CAST("X8" AS REAL) AS "measure" + FROM "n6" + WHERE "y" = '0' + AND "X8" IS NOT NULL +), +"ordered" AS ( + SELECT + "group_col", + "measure", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"positions" AS ( + SELECT DISTINCT + "group_col", + 1.0 + (0.9 * ("cnt" - 1)) AS "pos" + FROM "ordered" +), +"percentiles" AS ( + SELECT + o."group_col", + CASE + WHEN CAST(p."pos" AS INTEGER) = p."pos" THEN + MAX(CASE WHEN o."rn" = CAST(p."pos" AS INTEGER) THEN o."measure" END) + ELSE + MAX(CASE WHEN o."rn" = CAST(p."pos" AS INTEGER) THEN o."measure" END) * ((CAST(p."pos" AS INTEGER) + 1) - p."pos") + + MAX(CASE WHEN o."rn" = CAST(p."pos" AS INTEGER) + 1 THEN o."measure" END) * (p."pos" - CAST(p."pos" AS INTEGER)) + END AS "conditional_percentile" + FROM "ordered" AS o + JOIN "positions" AS p + ON o."group_col" = p."group_col" + GROUP BY o."group_col", p."pos" +) +SELECT + g."y", + p."conditional_percentile" +FROM "groups" AS g +LEFT JOIN "percentiles" AS p + ON g."y" = p."group_col" +ORDER BY p."conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..081c0f55d5351c7405ac5cc91f3fe82851d02274 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles.\nWITH \"groups\" AS (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n),\n\"filtered\" AS (\n SELECT\n \"y\" AS \"group_col\",\n CAST(\"X8\" AS REAL) AS \"measure\"\n FROM \"n6\"\n WHERE \"y\" = '0'\n AND \"X8\" IS NOT NULL\n),\n\"ordered\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"group_col\",\n 1.0 + (0.9 * (\"cnt\" - 1)) AS \"pos\"\n FROM \"ordered\"\n),\n\"percentiles\" AS (\n SELECT\n o.\"group_col\",\n CASE\n WHEN CAST(p.\"pos\" AS INTEGER) = p.\"pos\" THEN\n MAX(CASE WHEN o.\"rn\" = CAST(p.\"pos\" AS INTEGER) THEN o.\"measure\" END)\n ELSE\n MAX(CASE WHEN o.\"rn\" = CAST(p.\"pos\" AS INTEGER) THEN o.\"measure\" END) * ((CAST(p.\"pos\" AS INTEGER) + 1) - p.\"pos\") +\n MAX(CASE WHEN o.\"rn\" = CAST(p.\"pos\" AS INTEGER) + 1 THEN o.\"measure\" END) * (p.\"pos\" - CAST(p.\"pos\" AS INTEGER))\n END AS \"conditional_percentile\"\n FROM \"ordered\" AS o\n JOIN \"positions\" AS p\n ON o.\"group_col\" = p.\"group_col\"\n GROUP BY o.\"group_col\", p.\"pos\"\n)\nSELECT\n g.\"y\",\n p.\"conditional_percentile\"\nFROM \"groups\" AS g\nLEFT JOIN \"percentiles\" AS p\n ON g.\"y\" = p.\"group_col\"\nORDER BY p.\"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles.\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"y\\\" AS \\\"group_col\\\",\\n CAST(\\\"X8\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '0'\\n AND \\\"X8\\\" IS NOT NULL\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n 1.0 + (0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n o.\\\"group_col\\\",\\n CASE\\n WHEN CAST(p.\\\"pos\\\" AS INTEGER) = p.\\\"pos\\\" THEN\\n MAX(CASE WHEN o.\\\"rn\\\" = CAST(p.\\\"pos\\\" AS INTEGER) THEN o.\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN o.\\\"rn\\\" = CAST(p.\\\"pos\\\" AS INTEGER) THEN o.\\\"measure\\\" END) * ((CAST(p.\\\"pos\\\" AS INTEGER) + 1) - p.\\\"pos\\\") +\\n MAX(CASE WHEN o.\\\"rn\\\" = CAST(p.\\\"pos\\\" AS INTEGER) + 1 THEN o.\\\"measure\\\" END) * (p.\\\"pos\\\" - CAST(p.\\\"pos\\\" AS INTEGER))\\n END AS \\\"conditional_percentile\\\"\\n FROM \\\"ordered\\\" AS o\\n JOIN \\\"positions\\\" AS p\\n ON o.\\\"group_col\\\" = p.\\\"group_col\\\"\\n GROUP BY o.\\\"group_col\\\", p.\\\"pos\\\"\\n)\\nSELECT\\n g.\\\"y\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\" AS g\\nLEFT JOIN \\\"percentiles\\\" AS p\\n ON g.\\\"y\\\" = p.\\\"group_col\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\", \"columns\": [\"y\", \"conditional_percentile\"], \"rows\": [{\"y\": \"0\", \"conditional_percentile\": 77.0}, {\"y\": \"1\", \"conditional_percentile\": null}, {\"y\": \"2\", \"conditional_percentile\": null}, {\"y\": \"3\", \"conditional_percentile\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.89}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..95b3e7eb088ceadfb8e2788b69a266a1a097c0c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:15:16.223521+00:00", + "ended_at": "2026-05-04T09:17:06.748295+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_dc69115e0dff904d", + "problem_id": "v2p_n6_ed438ad9dd5ccf84", + "dataset_id": "n6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8, condition_col=y.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_dc69115e0dff904d.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_dc69115e0dff904d", + "api_calls": 0, + "input_tokens": 22839, + "cached_input_tokens": 22400, + "output_tokens": 1256, + "total_tokens": 24095, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2748, + "estimated_output_tokens": 580, + "estimated_total_tokens": 3328, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 110458.88, + "sql_execution_elapsed_ms_total": 15.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_dc69115e0dff904d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff4504d29bc61c522032d19d0a0262ac0a9057e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dc69115e0dff904d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:17:06.721025+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 110458.88, "started_at": "2026-05-04T09:15:16.226815+00:00", "ended_at": "2026-05-04T09:17:06.685853+00:00", "prompt_metrics": {"chars": 8902, "bytes_utf8": 8902, "lines": 305, "estimated_tokens": 2748}, "response_metrics": {"chars": 1911, "bytes_utf8": 1911, "lines": 1, "estimated_tokens": 580}, "usage": {"input_tokens": 22839, "cached_input_tokens": 22400, "output_tokens": 1256}, "stderr_preview": "2026-05-04T09:15:16.419783Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:15:18.824088Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0a1adeb730be0a200a7d592a69d473360e22562 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-c23c-7cc2-800a-bf1881303eb8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X14\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned window partition average template with group_col=\\\"y\\\" and measure_col=\\\"X14\\\". Cast \\\"X14\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22739,"cached_input_tokens":21888,"output_tokens":185}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8914af61462e767b5ca4bba68c15cf732b01183b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X14\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Applied the planned window partition average template with group_col=\"y\" and measure_col=\"X14\". Cast \"X14\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efcad36c913b1c26f3d04186027e7e201cae8896 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:06.999192Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:09.513917Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:07:17.493872Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f229178d93c8aee9dc60d2b9d91641b7d3a850aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X14. +Result preview: [{"y": "1", "avg_measure": 3.646}, {"y": "3", "avg_measure": -0.1815}, {"y": "2", "avg_measure": -0.3715}, {"y": "0", "avg_measure": -14.7365}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad15faa5b00d8cc81a96403e5cdc302db4407991 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_dedfb7a377066a48 +-- problem_id: v2p_n6_0d3df0bf6bd81fb2 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X14" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b906d2e6e8f0e674367084cab6f6de89fb7904f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X14\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X14\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 3.646}, {\"y\": \"3\", \"avg_measure\": -0.1815}, {\"y\": \"2\", \"avg_measure\": -0.3715}, {\"y\": \"0\", \"avg_measure\": -14.7365}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.78}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2cfdb0993900d9f5710115b5818ff92ebf7760c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:07:06.765874+00:00", + "ended_at": "2026-05-04T09:07:18.367257+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_dedfb7a377066a48", + "problem_id": "v2p_n6_0d3df0bf6bd81fb2", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X14.", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_dedfb7a377066a48.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_dedfb7a377066a48", + "api_calls": 0, + "input_tokens": 22739, + "cached_input_tokens": 21888, + "output_tokens": 185, + "total_tokens": 22924, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2648, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2744, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11549.78, + "sql_execution_elapsed_ms_total": 21.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_dedfb7a377066a48\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbe6075ff94c99135ddb9cd433dcdeacc5413c67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_dedfb7a377066a48/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:18.337189+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11549.78, "started_at": "2026-05-04T09:07:06.768295+00:00", "ended_at": "2026-05-04T09:07:18.312081+00:00", "prompt_metrics": {"chars": 8502, "bytes_utf8": 8502, "lines": 300, "estimated_tokens": 2648}, "response_metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22739, "cached_input_tokens": 21888, "output_tokens": 185}, "stderr_preview": "2026-05-04T09:07:06.999192Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:09.513917Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e046d6dc3c171134/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e046d6dc3c171134/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e39e83ac0e99c56e8c6dcb3275ac8fa8a3de1e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e046d6dc3c171134/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_e046d6dc3c171134\n-- problem_id: v2p_n6_12556ce3d0e0337f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X13\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X13\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_e046d6dc3c171134\\n-- problem_id: v2p_n6_12556ce3d0e0337f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X13\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X13\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X13\", \"support\", \"avg_response\"], \"rows\": [{\"X13\": \"5\", \"support\": 236, \"avg_response\": -1.305084745762712}, {\"X13\": \"-4\", \"support\": 236, \"avg_response\": -2.3516949152542375}, {\"X13\": \"-3\", \"support\": 234, \"avg_response\": -0.49145299145299143}, {\"X13\": \"2\", \"support\": 232, \"avg_response\": -0.25862068965517243}, {\"X13\": \"-2\", \"support\": 230, \"avg_response\": -4.113043478260869}, {\"X13\": \"-6\", \"support\": 225, \"avg_response\": -3.862222222222222}, {\"X13\": \"4\", \"support\": 224, \"avg_response\": -0.23660714285714285}, {\"X13\": \"-1\", \"support\": 223, \"avg_response\": -4.430493273542601}, {\"X13\": \"1\", \"support\": 220, \"avg_response\": -1.940909090909091}, {\"X13\": \"3\", \"support\": 216, \"avg_response\": -2.587962962962963}, {\"X13\": \"-5\", \"support\": 210, \"avg_response\": -1.9285714285714286}, {\"X13\": \"6\", \"support\": 199, \"avg_response\": -0.542713567839196}, {\"X13\": \"-7\", \"support\": 186, \"avg_response\": -3.021505376344086}, {\"X13\": \"7\", \"support\": 172, \"avg_response\": 0.5988372093023255}, {\"X13\": \"-9\", \"support\": 170, \"avg_response\": -5.035294117647059}, {\"X13\": \"-8\", \"support\": 168, \"avg_response\": -2.1488095238095237}, {\"X13\": \"0\", \"support\": 155, \"avg_response\": -1.4838709677419355}, {\"X13\": \"-10\", \"support\": 152, \"avg_response\": -2.960526315789474}, {\"X13\": \"12\", \"support\": 144, \"avg_response\": 0.2152777777777778}, {\"X13\": \"11\", \"support\": 143, \"avg_response\": -1.93006993006993}, {\"X13\": \"9\", \"support\": 137, \"avg_response\": 2.627737226277372}, {\"X13\": \"10\", \"support\": 133, \"avg_response\": 5.330827067669173}, {\"X13\": \"13\", \"support\": 127, \"avg_response\": 0.5905511811023622}, {\"X13\": \"8\", \"support\": 126, \"avg_response\": 2.007936507936508}, {\"X13\": \"-11\", \"support\": 109, \"avg_response\": -8.412844036697248}, {\"X13\": \"14\", \"support\": 107, \"avg_response\": -3.308411214953271}, {\"X13\": \"-12\", \"support\": 105, \"avg_response\": -4.114285714285714}, {\"X13\": \"17\", \"support\": 96, \"avg_response\": -0.5104166666666666}, {\"X13\": \"-13\", \"support\": 84, \"avg_response\": -4.226190476190476}, {\"X13\": \"-14\", \"support\": 76, \"avg_response\": -4.105263157894737}, {\"X13\": \"15\", \"support\": 75, \"avg_response\": -3.36}, {\"X13\": \"-17\", \"support\": 71, \"avg_response\": -8.028169014084508}, {\"X13\": \"-16\", \"support\": 68, \"avg_response\": -5.470588235294118}, {\"X13\": \"19\", \"support\": 65, \"avg_response\": -4.984615384615385}, {\"X13\": \"16\", \"support\": 64, \"avg_response\": -1.203125}, {\"X13\": \"-15\", \"support\": 64, \"avg_response\": -5.875}, {\"X13\": \"18\", \"support\": 56, \"avg_response\": -6.732142857142857}, {\"X13\": \"-18\", \"support\": 53, \"avg_response\": -12.679245283018869}, {\"X13\": \"20\", \"support\": 49, \"avg_response\": -9.285714285714286}, {\"X13\": \"-20\", \"support\": 45, \"avg_response\": 5.022222222222222}, {\"X13\": \"-21\", \"support\": 42, \"avg_response\": -3.6666666666666665}, {\"X13\": \"21\", \"support\": 39, \"avg_response\": 0.15384615384615385}, {\"X13\": \"-19\", \"support\": 39, \"avg_response\": -8.615384615384615}, {\"X13\": \"31\", \"support\": 38, \"avg_response\": -11.342105263157896}, {\"X13\": \"23\", \"support\": 37, \"avg_response\": 5.864864864864865}, {\"X13\": \"-22\", \"support\": 36, \"avg_response\": -11.416666666666666}, {\"X13\": \"-24\", \"support\": 34, \"avg_response\": -6.676470588235294}, {\"X13\": \"-25\", \"support\": 34, \"avg_response\": -12.088235294117647}, {\"X13\": \"24\", \"support\": 33, \"avg_response\": -3.090909090909091}, {\"X13\": \"22\", \"support\": 33, \"avg_response\": -5.03030303030303}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e046d6dc3c171134/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e046d6dc3c171134/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..602ed1ee6ca8ddc2eebd07c9e031b70a9339986b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e046d6dc3c171134/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.541315+00:00", + "ended_at": "2026-05-04T09:50:30.550906+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e046d6dc3c171134", + "problem_id": "v2p_n6_12556ce3d0e0337f", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X13.", + "bindings": { + "key_col": "X13", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=48", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 48, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_e046d6dc3c171134.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e046d6dc3c171134/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e046d6dc3c171134/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e046d6dc3c171134/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cb34e97cd9b61bb42946035a692ff9831d8c6d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X1": "-1", "support": 382, "avg_response": 0.49476439790575916}, {"X1": "-2", "support": 363, "avg_response": 0.0881542699724518}, {"X1": "1", "support": 362, "avg_response": -0.643646408839779}, {"X1": "2", "support": 341, "avg_response": 0.3225806451612903}, {"X1": "3", "support": 306, "avg_response": 0.4215686274509804}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f33c2a54732926d07d123069c630c1dc0f747ba7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e0c8cef8877a3ddc +-- problem_id: v2p_n6_26a4de14c6f1e802 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X1", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X1" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42ee2dbe12d62b3fa0ecc24ac52f64aa8b1c570a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_e0c8cef8877a3ddc\n-- problem_id: v2p_n6_26a4de14c6f1e802\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X1\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X1\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_e0c8cef8877a3ddc\\n-- problem_id: v2p_n6_26a4de14c6f1e802\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X1\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X1\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X1\", \"support\", \"avg_response\"], \"rows\": [{\"X1\": \"-1\", \"support\": 382, \"avg_response\": 0.49476439790575916}, {\"X1\": \"-2\", \"support\": 363, \"avg_response\": 0.0881542699724518}, {\"X1\": \"1\", \"support\": 362, \"avg_response\": -0.643646408839779}, {\"X1\": \"2\", \"support\": 341, \"avg_response\": 0.3225806451612903}, {\"X1\": \"3\", \"support\": 306, \"avg_response\": 0.4215686274509804}, {\"X1\": \"-3\", \"support\": 302, \"avg_response\": -0.2152317880794702}, {\"X1\": \"-4\", \"support\": 285, \"avg_response\": 0.968421052631579}, {\"X1\": \"0\", \"support\": 271, \"avg_response\": -0.02214022140221402}, {\"X1\": \"-5\", \"support\": 249, \"avg_response\": 0.8995983935742972}, {\"X1\": \"4\", \"support\": 236, \"avg_response\": 0.461864406779661}, {\"X1\": \"5\", \"support\": 226, \"avg_response\": 2.150442477876106}, {\"X1\": \"6\", \"support\": 221, \"avg_response\": 3.6877828054298645}, {\"X1\": \"-6\", \"support\": 219, \"avg_response\": 0.9269406392694064}, {\"X1\": \"-7\", \"support\": 188, \"avg_response\": -1.1861702127659575}, {\"X1\": \"7\", \"support\": 170, \"avg_response\": 3.388235294117647}, {\"X1\": \"8\", \"support\": 168, \"avg_response\": 2.7261904761904763}, {\"X1\": \"9\", \"support\": 166, \"avg_response\": 4.283132530120482}, {\"X1\": \"-8\", \"support\": 137, \"avg_response\": -0.6058394160583942}, {\"X1\": \"11\", \"support\": 110, \"avg_response\": 2.4545454545454546}, {\"X1\": \"-9\", \"support\": 109, \"avg_response\": -1.761467889908257}, {\"X1\": \"-10\", \"support\": 96, \"avg_response\": -2.4895833333333335}, {\"X1\": \"12\", \"support\": 91, \"avg_response\": 4.351648351648351}, {\"X1\": \"10\", \"support\": 89, \"avg_response\": 4.741573033707865}, {\"X1\": \"13\", \"support\": 76, \"avg_response\": 2.4210526315789473}, {\"X1\": \"-12\", \"support\": 70, \"avg_response\": -4.628571428571429}, {\"X1\": \"-13\", \"support\": 62, \"avg_response\": -3.693548387096774}, {\"X1\": \"-11\", \"support\": 60, \"avg_response\": -6.05}, {\"X1\": \"14\", \"support\": 58, \"avg_response\": 3.8275862068965516}, {\"X1\": \"15\", \"support\": 54, \"avg_response\": 4.777777777777778}, {\"X1\": \"-16\", \"support\": 51, \"avg_response\": -6.823529411764706}, {\"X1\": \"17\", \"support\": 50, \"avg_response\": 5.98}, {\"X1\": \"-15\", \"support\": 50, \"avg_response\": -3.64}, {\"X1\": \"16\", \"support\": 46, \"avg_response\": 5.391304347826087}, {\"X1\": \"20\", \"support\": 43, \"avg_response\": 10.86046511627907}, {\"X1\": \"22\", \"support\": 43, \"avg_response\": 9.604651162790697}, {\"X1\": \"-18\", \"support\": 41, \"avg_response\": -6.7073170731707314}, {\"X1\": \"-14\", \"support\": 37, \"avg_response\": -4.405405405405405}, {\"X1\": \"-17\", \"support\": 37, \"avg_response\": -9.054054054054054}, {\"X1\": \"18\", \"support\": 35, \"avg_response\": 7.057142857142857}, {\"X1\": \"24\", \"support\": 34, \"avg_response\": 8.441176470588236}, {\"X1\": \"-22\", \"support\": 34, \"avg_response\": -8.911764705882353}, {\"X1\": \"23\", \"support\": 33, \"avg_response\": 10.545454545454545}, {\"X1\": \"25\", \"support\": 33, \"avg_response\": 9.848484848484848}, {\"X1\": \"-23\", \"support\": 33, \"avg_response\": -13.757575757575758}, {\"X1\": \"26\", \"support\": 32, \"avg_response\": 12.8125}, {\"X1\": \"21\", \"support\": 32, \"avg_response\": 2.53125}, {\"X1\": \"19\", \"support\": 30, \"avg_response\": 6.4}, {\"X1\": \"33\", \"support\": 29, \"avg_response\": 14.862068965517242}, {\"X1\": \"27\", \"support\": 29, \"avg_response\": 13.172413793103448}, {\"X1\": \"-24\", \"support\": 29, \"avg_response\": -9.724137931034482}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ae6d63bffb1f56aa58c257f9300d0372cfe89dd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:29.898614+00:00", + "ended_at": "2026-05-04T09:50:29.912588+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e0c8cef8877a3ddc", + "problem_id": "v2p_n6_26a4de14c6f1e802", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X1.", + "bindings": { + "key_col": "X1", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_e0c8cef8877a3ddc.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e1117067f3597fae/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e1117067f3597fae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0987632581926e83a4d65ad911d6a658ea0750df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e1117067f3597fae/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X5": "-5", "support": 237, "avg_response": -3.5527426160337554}, {"X5": "-3", "support": 235, "avg_response": -1.3148936170212766}, {"X5": "-1", "support": 222, "avg_response": -1.7162162162162162}, {"X5": "1", "support": 220, "avg_response": -1.35}, {"X5": "7", "support": 219, "avg_response": 1.3287671232876712}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e1117067f3597fae/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e1117067f3597fae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..24e2cbd56df07e89e4241deb94f6b558b10f1928 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e1117067f3597fae/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e1117067f3597fae +-- problem_id: v2p_n6_31ec130533581b5c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X5", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e1117067f3597fae/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e1117067f3597fae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20ac911f50c61b52d342a16f3634cd1d72e34c69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e1117067f3597fae/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_e1117067f3597fae\n-- problem_id: v2p_n6_31ec130533581b5c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X5\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_e1117067f3597fae\\n-- problem_id: v2p_n6_31ec130533581b5c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X5\", \"support\", \"avg_response\"], \"rows\": [{\"X5\": \"-5\", \"support\": 237, \"avg_response\": -3.5527426160337554}, {\"X5\": \"-3\", \"support\": 235, \"avg_response\": -1.3148936170212766}, {\"X5\": \"-1\", \"support\": 222, \"avg_response\": -1.7162162162162162}, {\"X5\": \"1\", \"support\": 220, \"avg_response\": -1.35}, {\"X5\": \"7\", \"support\": 219, \"avg_response\": 1.3287671232876712}, {\"X5\": \"2\", \"support\": 218, \"avg_response\": 0.013761467889908258}, {\"X5\": \"-4\", \"support\": 215, \"avg_response\": -0.046511627906976744}, {\"X5\": \"-7\", \"support\": 212, \"avg_response\": -3.6745283018867925}, {\"X5\": \"-6\", \"support\": 207, \"avg_response\": -2.0579710144927534}, {\"X5\": \"6\", \"support\": 202, \"avg_response\": 0.26732673267326734}, {\"X5\": \"-8\", \"support\": 201, \"avg_response\": -3.0}, {\"X5\": \"-2\", \"support\": 199, \"avg_response\": -0.7839195979899497}, {\"X5\": \"4\", \"support\": 196, \"avg_response\": 0.0}, {\"X5\": \"3\", \"support\": 194, \"avg_response\": -1.4742268041237114}, {\"X5\": \"5\", \"support\": 189, \"avg_response\": 1.1375661375661377}, {\"X5\": \"-9\", \"support\": 184, \"avg_response\": -4.75}, {\"X5\": \"0\", \"support\": 160, \"avg_response\": -0.70625}, {\"X5\": \"9\", \"support\": 159, \"avg_response\": 3.257861635220126}, {\"X5\": \"8\", \"support\": 157, \"avg_response\": 2.554140127388535}, {\"X5\": \"-10\", \"support\": 133, \"avg_response\": -2.706766917293233}, {\"X5\": \"11\", \"support\": 128, \"avg_response\": 4.8671875}, {\"X5\": \"-11\", \"support\": 128, \"avg_response\": -4.09375}, {\"X5\": \"10\", \"support\": 120, \"avg_response\": 4.716666666666667}, {\"X5\": \"-13\", \"support\": 106, \"avg_response\": -3.7264150943396226}, {\"X5\": \"-12\", \"support\": 99, \"avg_response\": -1.9090909090909092}, {\"X5\": \"13\", \"support\": 96, \"avg_response\": 4.208333333333333}, {\"X5\": \"12\", \"support\": 90, \"avg_response\": 9.344444444444445}, {\"X5\": \"-14\", \"support\": 90, \"avg_response\": -3.8777777777777778}, {\"X5\": \"14\", \"support\": 87, \"avg_response\": 7.183908045977011}, {\"X5\": \"17\", \"support\": 80, \"avg_response\": 7.3625}, {\"X5\": \"-15\", \"support\": 77, \"avg_response\": -8.12987012987013}, {\"X5\": \"18\", \"support\": 75, \"avg_response\": 7.6}, {\"X5\": \"16\", \"support\": 70, \"avg_response\": 7.3}, {\"X5\": \"-16\", \"support\": 67, \"avg_response\": -6.626865671641791}, {\"X5\": \"-17\", \"support\": 65, \"avg_response\": -8.384615384615385}, {\"X5\": \"22\", \"support\": 62, \"avg_response\": 9.096774193548388}, {\"X5\": \"19\", \"support\": 61, \"avg_response\": 11.852459016393443}, {\"X5\": \"21\", \"support\": 56, \"avg_response\": 16.410714285714285}, {\"X5\": \"15\", \"support\": 54, \"avg_response\": 6.037037037037037}, {\"X5\": \"-18\", \"support\": 51, \"avg_response\": -4.647058823529412}, {\"X5\": \"23\", \"support\": 49, \"avg_response\": 13.83673469387755}, {\"X5\": \"20\", \"support\": 49, \"avg_response\": 10.16326530612245}, {\"X5\": \"-19\", \"support\": 47, \"avg_response\": -6.595744680851064}, {\"X5\": \"24\", \"support\": 46, \"avg_response\": 11.195652173913043}, {\"X5\": \"-20\", \"support\": 43, \"avg_response\": -9.86046511627907}, {\"X5\": \"27\", \"support\": 42, \"avg_response\": 3.880952380952381}, {\"X5\": \"-25\", \"support\": 41, \"avg_response\": -4.682926829268292}, {\"X5\": \"-26\", \"support\": 36, \"avg_response\": -18.944444444444443}, {\"X5\": \"31\", \"support\": 34, \"avg_response\": 20.676470588235293}, {\"X5\": \"30\", \"support\": 34, \"avg_response\": 6.088235294117647}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e1117067f3597fae/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e1117067f3597fae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..56b89aaec7cdc480bb9f41322bdc88fdd04d8f3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e1117067f3597fae/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.066807+00:00", + "ended_at": "2026-05-04T09:50:30.076033+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e1117067f3597fae", + "problem_id": "v2p_n6_31ec130533581b5c", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X5.", + "bindings": { + "key_col": "X5", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=13", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 13, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_e1117067f3597fae.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e1117067f3597fae/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e1117067f3597fae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e1117067f3597fae/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55afc5bd9c79ea6a63faab6ae557eff9e6fc7a45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8612, "bytes_utf8": 8612, "lines": 302, "estimated_tokens": 2690}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22779, "cached_input_tokens": 21888, "output_tokens": 205}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..84a5aee60a1f7be5fe3f5b730c4a6cda6c921e67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e23c77c12af378b5", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 205, + "total_tokens": 22984, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2802, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13656.65, + "sql_execution_elapsed_ms_total": 8.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_e23c77c12af378b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..049e40b375ca8b7508a15897e0d48e69bf44b046 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:22:21.721381+00:00", + "ended_at": "2026-05-04T09:22:35.377810+00:00", + "elapsed_ms": 13656.65, + "prompt_metrics": { + "chars": 8612, + "bytes_utf8": 8612, + "lines": 302, + "estimated_tokens": 2690 + }, + "stdout_metrics": { + "chars": 750, + "bytes_utf8": 750, + "lines": 4, + "estimated_tokens": 220 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13197 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 420, + "bytes_utf8": 420, + "lines": 1, + "estimated_tokens": 112 + }, + "usage": { + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 205 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb0b46bc6808301d1be9e137d9f4da2cb5b116f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X8", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0af97e6b7aee947e5819b9433a4e0c5825b484d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-b83b-76d2-bd4b-81cf377474bc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X8\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the provided template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X8\\\". CAST(\\\"X8\\\" AS REAL) is applied because the schema stores feature values as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22779,"cached_input_tokens":21888,"output_tokens":205}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29f0c2e6c3bb087564da06c95e17b8aec2482480 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X8\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the provided template with group_col bound to \"y\" and predicate_col bound to \"X8\". CAST(\"X8\" AS REAL) is applied because the schema stores feature values as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..433bb48432e8759e47ea02d2be9b0670b832c67a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:21.961213Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:24.314519Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:34.545429Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7862b12af7df463ef76f0d6777450d728e2d1096 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y. +Result preview: [{"y": "0", "support": 803}, {"y": "3", "support": 623}, {"y": "1", "support": 439}, {"y": "2", "support": 241}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..35d4c81e29879cc8da410c3aafb46f86fcc7b347 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_e23c77c12af378b5 +-- problem_id: v2p_n6_01d48bfd979bbf7c +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X8" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8baff7e32c0be9a46c5e34583d5d9e29fae499fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X8\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X8\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 803}, {\"y\": \"3\", \"support\": 623}, {\"y\": \"1\", \"support\": 439}, {\"y\": \"2\", \"support\": 241}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.55}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..67f7ac7fc65af6e75ae981985225244eb5083cd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:22:21.718650+00:00", + "ended_at": "2026-05-04T09:22:35.434657+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e23c77c12af378b5", + "problem_id": "v2p_n6_01d48bfd979bbf7c", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X8", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_e23c77c12af378b5.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e23c77c12af378b5", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 205, + "total_tokens": 22984, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2802, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13656.65, + "sql_execution_elapsed_ms_total": 8.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_e23c77c12af378b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb441f980c983838a2ba0ca4a910c9d04a40d48e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:35.408442+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13656.65, "started_at": "2026-05-04T09:22:21.721381+00:00", "ended_at": "2026-05-04T09:22:35.377810+00:00", "prompt_metrics": {"chars": 8612, "bytes_utf8": 8612, "lines": 302, "estimated_tokens": 2690}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22779, "cached_input_tokens": 21888, "output_tokens": 205}, "stderr_preview": "2026-05-04T09:22:21.961213Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:24.314519Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the provided template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X8\\\". CAST(\\\"X8\\\" AS REAL) is applied because the schema stores feature values as TEXT while the predicate value is numeric.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c2400b3e7231cfba5c54a9996d0473fca7f66311 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e23c77c12af378b5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e23c77c12af378b5", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 205, + "total_tokens": 22984, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2802, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13656.65, + "sql_execution_elapsed_ms_total": 8.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_e23c77c12af378b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e2ed5483b4747980/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e2ed5483b4747980/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..98641b4444f008b08b7580a84dee9e45fad38c73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e2ed5483b4747980/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X10": "1", "support": 298, "avg_response": -0.8758389261744967}, {"X10": "-1", "support": 286, "avg_response": -0.2062937062937063}, {"X10": "-2", "support": 286, "avg_response": -1.486013986013986}, {"X10": "2", "support": 276, "avg_response": 1.6123188405797102}, {"X10": "-3", "support": 264, "avg_response": -1.893939393939394}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e2ed5483b4747980/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e2ed5483b4747980/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..379ee1fa64ec1875a819dc51d53ec0d2fa5a159b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e2ed5483b4747980/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e2ed5483b4747980 +-- problem_id: v2p_n6_0944a2aaa9360509 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X10", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e2ed5483b4747980/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e2ed5483b4747980/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba101d39806bc9cc028bfcb35162e29831e6a9cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e2ed5483b4747980/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_e2ed5483b4747980\n-- problem_id: v2p_n6_0944a2aaa9360509\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X10\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X10\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_e2ed5483b4747980\\n-- problem_id: v2p_n6_0944a2aaa9360509\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X10\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X10\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X10\", \"support\", \"avg_response\"], \"rows\": [{\"X10\": \"1\", \"support\": 298, \"avg_response\": -0.8758389261744967}, {\"X10\": \"-1\", \"support\": 286, \"avg_response\": -0.2062937062937063}, {\"X10\": \"-2\", \"support\": 286, \"avg_response\": -1.486013986013986}, {\"X10\": \"2\", \"support\": 276, \"avg_response\": 1.6123188405797102}, {\"X10\": \"-3\", \"support\": 264, \"avg_response\": -1.893939393939394}, {\"X10\": \"3\", \"support\": 257, \"avg_response\": 1.245136186770428}, {\"X10\": \"5\", \"support\": 254, \"avg_response\": 2.1496062992125986}, {\"X10\": \"4\", \"support\": 251, \"avg_response\": 1.3386454183266931}, {\"X10\": \"-4\", \"support\": 251, \"avg_response\": -1.0557768924302788}, {\"X10\": \"6\", \"support\": 231, \"avg_response\": 1.3073593073593073}, {\"X10\": \"-5\", \"support\": 228, \"avg_response\": -3.68859649122807}, {\"X10\": \"7\", \"support\": 225, \"avg_response\": 2.3333333333333335}, {\"X10\": \"0\", \"support\": 214, \"avg_response\": 0.13551401869158877}, {\"X10\": \"8\", \"support\": 205, \"avg_response\": 4.102439024390244}, {\"X10\": \"-6\", \"support\": 188, \"avg_response\": -1.6117021276595744}, {\"X10\": \"-7\", \"support\": 184, \"avg_response\": -1.309782608695652}, {\"X10\": \"-8\", \"support\": 176, \"avg_response\": -3.971590909090909}, {\"X10\": \"-9\", \"support\": 151, \"avg_response\": -2.5827814569536423}, {\"X10\": \"9\", \"support\": 137, \"avg_response\": 6.2846715328467155}, {\"X10\": \"10\", \"support\": 137, \"avg_response\": 5.08029197080292}, {\"X10\": \"12\", \"support\": 127, \"avg_response\": 5.125984251968504}, {\"X10\": \"11\", \"support\": 127, \"avg_response\": 4.338582677165355}, {\"X10\": \"13\", \"support\": 123, \"avg_response\": 6.747967479674797}, {\"X10\": \"-12\", \"support\": 113, \"avg_response\": -6.769911504424779}, {\"X10\": \"-10\", \"support\": 110, \"avg_response\": -2.5454545454545454}, {\"X10\": \"-13\", \"support\": 97, \"avg_response\": -1.7938144329896908}, {\"X10\": \"-11\", \"support\": 97, \"avg_response\": -4.587628865979381}, {\"X10\": \"14\", \"support\": 93, \"avg_response\": 7.333333333333333}, {\"X10\": \"-14\", \"support\": 80, \"avg_response\": -4.075}, {\"X10\": \"16\", \"support\": 63, \"avg_response\": 5.333333333333333}, {\"X10\": \"17\", \"support\": 62, \"avg_response\": 10.629032258064516}, {\"X10\": \"-16\", \"support\": 60, \"avg_response\": -4.7}, {\"X10\": \"18\", \"support\": 54, \"avg_response\": 5.444444444444445}, {\"X10\": \"23\", \"support\": 54, \"avg_response\": 2.185185185185185}, {\"X10\": \"15\", \"support\": 52, \"avg_response\": 2.9615384615384617}, {\"X10\": \"-17\", \"support\": 51, \"avg_response\": -5.411764705882353}, {\"X10\": \"-15\", \"support\": 50, \"avg_response\": -9.56}, {\"X10\": \"19\", \"support\": 46, \"avg_response\": -1.391304347826087}, {\"X10\": \"20\", \"support\": 42, \"avg_response\": 5.380952380952381}, {\"X10\": \"-18\", \"support\": 42, \"avg_response\": -20.547619047619047}, {\"X10\": \"22\", \"support\": 40, \"avg_response\": 7.15}, {\"X10\": \"24\", \"support\": 39, \"avg_response\": 10.0}, {\"X10\": \"-22\", \"support\": 35, \"avg_response\": -2.3714285714285714}, {\"X10\": \"-19\", \"support\": 35, \"avg_response\": -7.2}, {\"X10\": \"27\", \"support\": 33, \"avg_response\": 5.7272727272727275}, {\"X10\": \"21\", \"support\": 33, \"avg_response\": 2.787878787878788}, {\"X10\": \"25\", \"support\": 31, \"avg_response\": 9.870967741935484}, {\"X10\": \"-25\", \"support\": 31, \"avg_response\": -12.419354838709678}, {\"X10\": \"-20\", \"support\": 29, \"avg_response\": -8.172413793103448}, {\"X10\": \"26\", \"support\": 28, \"avg_response\": -4.035714285714286}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.8}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e2ed5483b4747980/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e2ed5483b4747980/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..51c788eebe94f4cd6edb677a8087b88af5cd8638 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e2ed5483b4747980/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.340812+00:00", + "ended_at": "2026-05-04T09:50:30.351226+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e2ed5483b4747980", + "problem_id": "v2p_n6_0944a2aaa9360509", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X10.", + "bindings": { + "key_col": "X10", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=34", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 34, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_e2ed5483b4747980.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e2ed5483b4747980/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e2ed5483b4747980/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e2ed5483b4747980/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c38f334265fbad85c0eae3ef6fb6554f50bb2a04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8613, "bytes_utf8": 8613, "lines": 302, "estimated_tokens": 2690}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22779, "cached_input_tokens": 21888, "output_tokens": 148}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae1d69c0f71635c10fb3bf8f05a111d4a20812af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e47630233fa6c247", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 148, + "total_tokens": 22927, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2809, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12561.65, + "sql_execution_elapsed_ms_total": 3.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_e47630233fa6c247\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..18a20e8fa844d9eca89c0371552a4afb9dd3d46d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:21:31.854377+00:00", + "ended_at": "2026-05-04T09:21:44.416165+00:00", + "elapsed_ms": 12561.65, + "prompt_metrics": { + "chars": 8613, + "bytes_utf8": 8613, + "lines": 302, + "estimated_tokens": 2690 + }, + "stdout_metrics": { + "chars": 778, + "bytes_utf8": 778, + "lines": 4, + "estimated_tokens": 226 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 448, + "bytes_utf8": 448, + "lines": 1, + "estimated_tokens": 119 + }, + "usage": { + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 148 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..069ddeb59d48cf37e5aadc1b939de8a3c55416ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X6", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..93ab2049d0510da14d8029f6100a71237f7e568a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-f583-73d0-bad3-859dd792a10e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X6\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X6\\\". CAST(\\\"X6\\\" AS REAL) is applied because the schema stores feature values as TEXT, while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22779,"cached_input_tokens":21888,"output_tokens":148}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c67ff4f1362fb3a196cd3cd362b7b879bf5e6f71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X6\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"y\" and predicate_col bound to \"X6\". CAST(\"X6\" AS REAL) is applied because the schema stores feature values as TEXT, while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fd061186ec7546e5fe0f1e37021a9b6d83f4ac4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:32.098904Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:34.466214Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:43.744995Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c764e20451dc136c97356deb5ab5a2a18fe71b6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y. +Result preview: [{"y": "0", "support": 751}, {"y": "1", "support": 585}, {"y": "3", "support": 402}, {"y": "2", "support": 305}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ee744372e406a1326f3b8765558d535bfab5c47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_e47630233fa6c247 +-- problem_id: v2p_n6_c69d07cd684a7aa5 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X6" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2642b8b876d9a332c4c6ac46ead338cec0f24980 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X6\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X6\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 751}, {\"y\": \"1\", \"support\": 585}, {\"y\": \"3\", \"support\": 402}, {\"y\": \"2\", \"support\": 305}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf57039037b6c8eded67c31a1d3e77eaf3ae28eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:21:31.851658+00:00", + "ended_at": "2026-05-04T09:21:44.448660+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e47630233fa6c247", + "problem_id": "v2p_n6_c69d07cd684a7aa5", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X6", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_e47630233fa6c247.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e47630233fa6c247", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 148, + "total_tokens": 22927, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2809, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12561.65, + "sql_execution_elapsed_ms_total": 3.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_e47630233fa6c247\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19d201c7757449aa692a3a75c60b14e3178b882a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:44.436870+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12561.65, "started_at": "2026-05-04T09:21:31.854377+00:00", "ended_at": "2026-05-04T09:21:44.416165+00:00", "prompt_metrics": {"chars": 8613, "bytes_utf8": 8613, "lines": 302, "estimated_tokens": 2690}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22779, "cached_input_tokens": 21888, "output_tokens": 148}, "stderr_preview": "2026-05-04T09:21:32.098904Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:34.466214Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X6\\\". CAST(\\\"X6\\\" AS REAL) is applied because the schema stores feature values as TEXT, while the predicate value is numeric.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e7cccca407652b4291c6af856e18ae0bb8144064 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e47630233fa6c247/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e47630233fa6c247", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 148, + "total_tokens": 22927, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2809, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12561.65, + "sql_execution_elapsed_ms_total": 3.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_e47630233fa6c247\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b52a4bcc8d086003ddf42db2cfd358810d552bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8507, "bytes_utf8": 8507, "lines": 300, "estimated_tokens": 2649}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22740, "cached_input_tokens": 21888, "output_tokens": 150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..83c6618f8fbc200526601a7eee3722d32304774a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e76f5dd785eef134", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 150, + "total_tokens": 22890, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2745, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11075.52, + "sql_execution_elapsed_ms_total": 22.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_e76f5dd785eef134\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ab299bdbdfe0cd34301c7c6febf459242286391 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:07:18.373136+00:00", + "ended_at": "2026-05-04T09:07:29.448724+00:00", + "elapsed_ms": 11075.52, + "prompt_metrics": { + "chars": 8507, + "bytes_utf8": 8507, + "lines": 300, + "estimated_tokens": 2649 + }, + "stdout_metrics": { + "chars": 696, + "bytes_utf8": 696, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 368, + "bytes_utf8": 368, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 150 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb5af7bc1dba86ffcf36d4a1064fff43177a939b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98653c5dbee3268f62e8c432233e256e89ce5c4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-ef64-7e22-8316-78b704533426"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X14\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X14\\\". Cast \\\"X14\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22740,"cached_input_tokens":21888,"output_tokens":150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1cb493de9dfe0f2021b671e9f0a15fed551c078 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X14\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"y\" and measure_col=\"X14\". Cast \"X14\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0bcac126e993159334083f79331de7c0bc0f107 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:18.574024Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:20.981010Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:07:28.474668Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..813ef08f72575a0f444ddd2c906a96904ec73bdb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X14. +Result preview: [{"y": "1", "avg_measure": 3.646}, {"y": "3", "avg_measure": -0.1815}, {"y": "2", "avg_measure": -0.3715}, {"y": "0", "avg_measure": -14.7365}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9f13b5d017d1405310476660a4254514a11f3a4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_e76f5dd785eef134 +-- problem_id: v2p_n6_c31a52f930f5874a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X14" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bcef9aafd9f68141dbd3ae645758dc3944279476 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X14\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X14\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 3.646}, {\"y\": \"3\", \"avg_measure\": -0.1815}, {\"y\": \"2\", \"avg_measure\": -0.3715}, {\"y\": \"0\", \"avg_measure\": -14.7365}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e5817192dabdb5c6827f818cc883c0525331470a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:07:18.370141+00:00", + "ended_at": "2026-05-04T09:07:29.501958+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e76f5dd785eef134", + "problem_id": "v2p_n6_c31a52f930f5874a", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X14.", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_e76f5dd785eef134.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e76f5dd785eef134", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 150, + "total_tokens": 22890, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2745, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11075.52, + "sql_execution_elapsed_ms_total": 22.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_e76f5dd785eef134\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6744aadb2fe9c10f86f96a05c7b62a8f8ba5143 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e76f5dd785eef134/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:29.470375+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11075.52, "started_at": "2026-05-04T09:07:18.373136+00:00", "ended_at": "2026-05-04T09:07:29.448724+00:00", "prompt_metrics": {"chars": 8507, "bytes_utf8": 8507, "lines": 300, "estimated_tokens": 2649}, "response_metrics": {"chars": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22740, "cached_input_tokens": 21888, "output_tokens": 150}, "stderr_preview": "2026-05-04T09:07:18.574024Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:20.981010Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d51daeb2078fe25085e8bd3d062dfb9ca075f56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X6\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X6\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X6\" IS NOT NULL\n), \"target\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a371d1c3913015f84fa5600bd122eb6840cfa75b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25a-d77f-75a2-b8f5-d968d8d19fc7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X6\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X6\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X6\\\" IS NOT NULL\\n), \\\"target\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 90th percentile per group on CAST(\\\"X6\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":329}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40e4fc42dd084590e9fb2127da1172cb46ed4f0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X6\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X6\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X6\" IS NOT NULL\n), \"target\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 90th percentile per group on CAST(\"X6\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..79754406babd15e416bd90eb4fc9378a29f7b11f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25b-143c-7222-b965-58902ff481e8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X6\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X6\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X6\\\" IS NOT NULL\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the SQLite error by replacing CEIL with integer math for the 0.9 nearest-rank position: CAST(((9 * cnt) + 9) / 10 AS INTEGER). Also cast \\\"X6\\\" from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23011,"cached_input_tokens":21888,"output_tokens":575}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0692b07826b1ef043787dbb954709f7991ceb3ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X6\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X6\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X6\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired the SQLite error by replacing CEIL with integer math for the 0.9 nearest-rank position: CAST(((9 * cnt) + 9) / 10 AS INTEGER). Also cast \"X6\" from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac1398c385e955dd6dbbf85b685359a80e9ed9a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:38:52.986299Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:38:55.702573Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:39:07.644665Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ac918872a1f88c40ffeb77e175f91d8234ca241 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:39:08.523167Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:39:11.114646Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:39:31.566753Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d336f8af1cce29361aded97a5b1723086481a5c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6. +Result preview: [{"y": "0", "percentile_measure": 73.0}, {"y": "1", "percentile_measure": 16.0}, {"y": "3", "percentile_measure": 14.0}, {"y": "2", "percentile_measure": 9.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b29e36d6940e2e5fd075a93d8fef85f732bb01ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/generated_sql.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_e773fb593c0427cb +-- problem_id: v2p_n6_e042ecaf1b210dae +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X6" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X6" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X6" IS NOT NULL +), "target" AS ( + SELECT + "y", + "measure_value", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "target" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c997ed0404de8d41ea25ff60184d697be3c59cbd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X6\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X6\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X6\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X6\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X6\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X6\\\" IS NOT NULL\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 73.0}, {\"y\": \"1\", \"percentile_measure\": 16.0}, {\"y\": \"3\", \"percentile_measure\": 14.0}, {\"y\": \"2\", \"percentile_measure\": 9.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 37.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9bab5ada5615097a4b86b89df520300ffe606f32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:38:52.771794+00:00", + "ended_at": "2026-05-04T09:39:32.570182+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e773fb593c0427cb", + "problem_id": "v2p_n6_e042ecaf1b210dae", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_e773fb593c0427cb.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e773fb593c0427cb", + "api_calls": 0, + "input_tokens": 45778, + "cached_input_tokens": 43776, + "output_tokens": 904, + "total_tokens": 46682, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5596, + "estimated_output_tokens": 525, + "estimated_total_tokens": 6121, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 39697.49, + "sql_execution_elapsed_ms_total": 37.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_e773fb593c0427cb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb7fd2b174f65bff9468d8c2b9a2bd634b493556 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e773fb593c0427cb/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:39:08.297912+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15498.02, "started_at": "2026-05-04T09:38:52.774324+00:00", "ended_at": "2026-05-04T09:39:08.271661+00:00", "prompt_metrics": {"chars": 8596, "bytes_utf8": 8596, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 802, "bytes_utf8": 802, "lines": 1, "estimated_tokens": 250}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 329}, "stderr_preview": "2026-05-04T09:38:52.986299Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:38:55.702573Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X13.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "entity_col": "X13", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1187a4fb38108780af0dd3472c68fcb9d6ade3f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-8167-73b1-aab1-e739ad87a517"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X13\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X13\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X13\\\", entity_col=\\\"X13\\\", and LIMIT 15. Cast \\\"X13\\\" to REAL for SQLite-safe numeric averaging because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":21888,"output_tokens":196}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22cedfdaa2c0b47afc4bc4f0bda52522f5f24e9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X13\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X13\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X13\", entity_col=\"X13\", and LIMIT 15. Cast \"X13\" to REAL for SQLite-safe numeric averaging because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85e33f0e0cb0b92e1aca6e919dc55cf48f57c295 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:13.473913Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:16.040058Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:24.690404Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ae7a685c8b7d37ceef8eb2e03bb36662a8e206c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X13. +Result preview: [{"y": "3", "support": 2000, "avg_measure": 0.4795, "distinct_entities": 100}, {"y": "2", "support": 2000, "avg_measure": -0.3165, "distinct_entities": 99}, {"y": "1", "support": 2000, "avg_measure": 5.546, "distinct_entities": 121}, {"y": "0", "support": 2000, "avg_measure": -14.365, "distinct_entities": 340}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3322b8f07c70018a0160f8eb79d332424dd8a131 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_e79cc7e5b1510d85 +-- problem_id: v2p_n6_17f1fdbb011ade27 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X13" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X13") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f552dad6bf3d804c3feadce3fca001a8711f282f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS support,\n AVG(CAST(\"X13\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"X13\") AS distinct_entities\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"X13\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"X13\\\") AS distinct_entities\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": 0.4795, \"distinct_entities\": 100}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": -0.3165, \"distinct_entities\": 99}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": 5.546, \"distinct_entities\": 121}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -14.365, \"distinct_entities\": 340}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..38e2ba7251a848c8f62b77382eebd5e84473d359 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:23:13.073144+00:00", + "ended_at": "2026-05-04T09:23:25.481288+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e79cc7e5b1510d85", + "problem_id": "v2p_n6_17f1fdbb011ade27", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X13.", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "entity_col": "X13", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_e79cc7e5b1510d85.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e79cc7e5b1510d85", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 21888, + "output_tokens": 196, + "total_tokens": 22999, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2847, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12368.02, + "sql_execution_elapsed_ms_total": 7.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_e79cc7e5b1510d85\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98e66bf9487191af0d29d531ac94b68373ff2dd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e79cc7e5b1510d85/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:25.465411+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12368.02, "started_at": "2026-05-04T09:23:13.077617+00:00", "ended_at": "2026-05-04T09:23:25.445728+00:00", "prompt_metrics": {"chars": 8709, "bytes_utf8": 8709, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 499, "bytes_utf8": 499, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22803, "cached_input_tokens": 21888, "output_tokens": 196}, "stderr_preview": "2026-05-04T09:23:13.473913Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:16.040058Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X13.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..11c0f9c5cba6f77423e75ff181a82cfcbe62d28b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-5c96-7ce3-9094-4a9e85362ea5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X13\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X13\\\". Cast \\\"X13\\\" from TEXT to REAL for SQLite numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22741,"cached_input_tokens":19840,"output_tokens":142}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38ac2761a7229e33a3ae8dd5954f391b57652677 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X13\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the planned Window Partition Average template with group_col=\"y\" and measure_col=\"X13\". Cast \"X13\" from TEXT to REAL for SQLite numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d06942cfced5ba23e0069fd7eb7284462fa584e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:40.988324Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:43.326046Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:50.775066Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..31277c7b94146c1cd193b2072288a3f4be5e38fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X13. +Result preview: [{"y": "1", "avg_measure": 5.546}, {"y": "3", "avg_measure": 0.4795}, {"y": "2", "avg_measure": -0.3165}, {"y": "0", "avg_measure": -14.365}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..df2aaff23ff0df3f7a9235f9f3d3817e3c99a1d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_e84d2b4095a6c91a +-- problem_id: v2p_n6_d3f8948a384fc8a5 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X13" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d70785ca53eb9f7b64ad46dc4a26e2d71bf7d163 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X13\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X13\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 5.546}, {\"y\": \"3\", \"avg_measure\": 0.4795}, {\"y\": \"2\", \"avg_measure\": -0.3165}, {\"y\": \"0\", \"avg_measure\": -14.365}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.74}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..812a8a2f77c1439000ed49c6a58c9199833fb4af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:06:40.776423+00:00", + "ended_at": "2026-05-04T09:06:51.707872+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e84d2b4095a6c91a", + "problem_id": "v2p_n6_d3f8948a384fc8a5", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X13.", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_e84d2b4095a6c91a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e84d2b4095a6c91a", + "api_calls": 0, + "input_tokens": 22741, + "cached_input_tokens": 19840, + "output_tokens": 142, + "total_tokens": 22883, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2650, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2744, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10877.64, + "sql_execution_elapsed_ms_total": 22.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_e84d2b4095a6c91a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7ee287d99a6aa6f9885e631027c1e41378b4405 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e84d2b4095a6c91a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:51.677367+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10877.64, "started_at": "2026-05-04T09:06:40.780231+00:00", "ended_at": "2026-05-04T09:06:51.650423+00:00", "prompt_metrics": {"chars": 8508, "bytes_utf8": 8508, "lines": 300, "estimated_tokens": 2650}, "response_metrics": {"chars": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22741, "cached_input_tokens": 19840, "output_tokens": 142}, "stderr_preview": "2026-05-04T09:06:40.988324Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:43.326046Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e92fc45197446b4e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e92fc45197446b4e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d463bb24359198ad94777585ba850a6028f5ce63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e92fc45197446b4e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_e92fc45197446b4e\n-- problem_id: v2p_n6_ac298fb07a22dd20\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X9\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_e92fc45197446b4e\\n-- problem_id: v2p_n6_ac298fb07a22dd20\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X9\", \"support\", \"avg_response\"], \"rows\": [{\"X9\": \"-1\", \"support\": 350, \"avg_response\": -1.0257142857142858}, {\"X9\": \"-2\", \"support\": 341, \"avg_response\": -2.9853372434017595}, {\"X9\": \"2\", \"support\": 299, \"avg_response\": -0.38127090301003347}, {\"X9\": \"1\", \"support\": 299, \"avg_response\": -2.321070234113712}, {\"X9\": \"0\", \"support\": 288, \"avg_response\": -1.7916666666666667}, {\"X9\": \"5\", \"support\": 271, \"avg_response\": -0.5461254612546126}, {\"X9\": \"-3\", \"support\": 271, \"avg_response\": -1.154981549815498}, {\"X9\": \"-4\", \"support\": 264, \"avg_response\": -2.6515151515151514}, {\"X9\": \"3\", \"support\": 263, \"avg_response\": -1.638783269961977}, {\"X9\": \"4\", \"support\": 261, \"avg_response\": -0.09961685823754789}, {\"X9\": \"-5\", \"support\": 254, \"avg_response\": -3.1377952755905514}, {\"X9\": \"-6\", \"support\": 208, \"avg_response\": -2.0721153846153846}, {\"X9\": \"6\", \"support\": 194, \"avg_response\": -1.4123711340206186}, {\"X9\": \"7\", \"support\": 177, \"avg_response\": 1.6214689265536724}, {\"X9\": \"-7\", \"support\": 152, \"avg_response\": -2.75}, {\"X9\": \"8\", \"support\": 148, \"avg_response\": 2.1621621621621623}, {\"X9\": \"-8\", \"support\": 146, \"avg_response\": 0.2945205479452055}, {\"X9\": \"9\", \"support\": 124, \"avg_response\": 2.6693548387096775}, {\"X9\": \"-10\", \"support\": 120, \"avg_response\": -1.8083333333333333}, {\"X9\": \"-9\", \"support\": 120, \"avg_response\": -3.6333333333333333}, {\"X9\": \"10\", \"support\": 119, \"avg_response\": 1.1512605042016806}, {\"X9\": \"-11\", \"support\": 106, \"avg_response\": -1.7452830188679245}, {\"X9\": \"12\", \"support\": 104, \"avg_response\": -3.9615384615384617}, {\"X9\": \"11\", \"support\": 85, \"avg_response\": -5.635294117647059}, {\"X9\": \"14\", \"support\": 70, \"avg_response\": -0.7142857142857143}, {\"X9\": \"-13\", \"support\": 70, \"avg_response\": -6.142857142857143}, {\"X9\": \"15\", \"support\": 69, \"avg_response\": -0.2898550724637681}, {\"X9\": \"13\", \"support\": 68, \"avg_response\": 2.411764705882353}, {\"X9\": \"16\", \"support\": 66, \"avg_response\": 0.7878787878787878}, {\"X9\": \"18\", \"support\": 65, \"avg_response\": -8.23076923076923}, {\"X9\": \"17\", \"support\": 64, \"avg_response\": 2.140625}, {\"X9\": \"-12\", \"support\": 59, \"avg_response\": -2.406779661016949}, {\"X9\": \"20\", \"support\": 54, \"avg_response\": -3.3518518518518516}, {\"X9\": \"-14\", \"support\": 53, \"avg_response\": -8.943396226415095}, {\"X9\": \"-16\", \"support\": 50, \"avg_response\": -5.94}, {\"X9\": \"22\", \"support\": 49, \"avg_response\": -9.040816326530612}, {\"X9\": \"-17\", \"support\": 49, \"avg_response\": -9.26530612244898}, {\"X9\": \"-18\", \"support\": 46, \"avg_response\": 3.282608695652174}, {\"X9\": \"-19\", \"support\": 46, \"avg_response\": -3.9782608695652173}, {\"X9\": \"19\", \"support\": 46, \"avg_response\": -4.1521739130434785}, {\"X9\": \"-15\", \"support\": 44, \"avg_response\": 4.863636363636363}, {\"X9\": \"24\", \"support\": 37, \"avg_response\": -11.945945945945946}, {\"X9\": \"21\", \"support\": 35, \"avg_response\": -1.1428571428571428}, {\"X9\": \"-21\", \"support\": 34, \"avg_response\": -11.0}, {\"X9\": \"-22\", \"support\": 32, \"avg_response\": 11.03125}, {\"X9\": \"23\", \"support\": 30, \"avg_response\": -10.733333333333333}, {\"X9\": \"30\", \"support\": 29, \"avg_response\": -14.275862068965518}, {\"X9\": \"-23\", \"support\": 27, \"avg_response\": -28.814814814814813}, {\"X9\": \"25\", \"support\": 26, \"avg_response\": -0.07692307692307693}, {\"X9\": \"26\", \"support\": 25, \"avg_response\": -7.96}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.62}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e92fc45197446b4e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e92fc45197446b4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..58c9a33740c34d4f45df088bf888942c4ea49306 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e92fc45197446b4e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.312493+00:00", + "ended_at": "2026-05-04T09:50:30.322879+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e92fc45197446b4e", + "problem_id": "v2p_n6_ac298fb07a22dd20", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X9.", + "bindings": { + "key_col": "X9", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=32", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 32, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_e92fc45197446b4e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e92fc45197446b4e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e92fc45197446b4e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_e92fc45197446b4e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a55798c54cacb5f9c6a56f7c92cb82c58538c75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8904, "bytes_utf8": 8904, "lines": 305, "estimated_tokens": 2748}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1078, "bytes_utf8": 1078, "lines": 1, "estimated_tokens": 337}, "usage": {"input_tokens": 22839, "cached_input_tokens": 21888, "output_tokens": 780}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..645ab8a51df5374732f6db78a33a840bc0b3e74f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ebe611d000c7ac70", + "api_calls": 0, + "input_tokens": 22839, + "cached_input_tokens": 21888, + "output_tokens": 780, + "total_tokens": 23619, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2748, + "estimated_output_tokens": 337, + "estimated_total_tokens": 3085, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21790.02, + "sql_execution_elapsed_ms_total": 10.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ebe611d000c7ac70\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2bb857c74971abecfac8edd4e5b18379af696777 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:17:06.753746+00:00", + "ended_at": "2026-05-04T09:17:28.543203+00:00", + "elapsed_ms": 21790.02, + "prompt_metrics": { + "chars": 8904, + "bytes_utf8": 8904, + "lines": 305, + "estimated_tokens": 2748 + }, + "stdout_metrics": { + "chars": 1525, + "bytes_utf8": 1525, + "lines": 4, + "estimated_tokens": 523 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13217 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1078, + "bytes_utf8": 1078, + "lines": 1, + "estimated_tokens": 337 + }, + "usage": { + "input_tokens": 22839, + "cached_input_tokens": 21888, + "output_tokens": 780 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cbd93c967d236571ba56bf1ca73a1d703f24275 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X9, condition_col=y.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6931ec785802fe877478690a67ea985dfd2e7040 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df246-e9d8-7492-b7b4-9086f8b5c172"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X9\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X9\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '0'\\n AND \\\"X9\\\" IS NOT NULL\\n),\\n\\\"pctl\\\" AS (\\n SELECT\\n \\\"y\\\",\\n MIN(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(0.95 * \\\"cnt\\\" + 0.9999999999 AS INTEGER)\\n GROUP BY \\\"y\\\"\\n)\\nSELECT\\n g.\\\"y\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n) AS g\\nLEFT JOIN \\\"pctl\\\" AS p\\n ON g.\\\"y\\\" = p.\\\"y\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation with window functions. \\\"X9\\\" is cast from TEXT to REAL, and because group_col and condition_col are both \\\"y\\\" with condition_value '0', only the y='0' group will have a non-NULL percentile.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22839,"cached_input_tokens":21888,"output_tokens":780}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbab8d7ea5b6e20a4f59d677c9c3003fca7a36e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X9\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X9\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" = '0'\n AND \"X9\" IS NOT NULL\n),\n\"pctl\" AS (\n SELECT\n \"y\",\n MIN(\"measure_value\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(0.95 * \"cnt\" + 0.9999999999 AS INTEGER)\n GROUP BY \"y\"\n)\nSELECT\n g.\"y\",\n p.\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n) AS g\nLEFT JOIN \"pctl\" AS p\n ON g.\"y\" = p.\"y\"\nORDER BY p.\"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation with window functions. \"X9\" is cast from TEXT to REAL, and because group_col and condition_col are both \"y\" with condition_value '0', only the y='0' group will have a non-NULL percentile."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9481805a06d0e2b64250c7bdfc3ffa329acf3e43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:17:06.963864Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:17:09.270320Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:17:27.870544Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d7827dae6f083c3ef4ab0278da475f5c29ed25f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X9, condition_col=y. +Result preview: [{"y": "0", "conditional_percentile": 105.0}, {"y": "1", "conditional_percentile": null}, {"y": "2", "conditional_percentile": null}, {"y": "3", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d85ded0d3188dc037b61fb155e86924f2f2227e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/generated_sql.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_ebe611d000c7ac70 +-- problem_id: v2p_n6_e8db1fa80acc1efb +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X9" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X9" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" = '0' + AND "X9" IS NOT NULL +), +"pctl" AS ( + SELECT + "y", + MIN("measure_value") AS "conditional_percentile" + FROM "ranked" + WHERE "rn" >= CAST(0.95 * "cnt" + 0.9999999999 AS INTEGER) + GROUP BY "y" +) +SELECT + g."y", + p."conditional_percentile" +FROM ( + SELECT DISTINCT "y" + FROM "n6" +) AS g +LEFT JOIN "pctl" AS p + ON g."y" = p."y" +ORDER BY p."conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c09068bd2c94518035d6c86b6bfce70511df2fe3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X9\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X9\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" = '0'\n AND \"X9\" IS NOT NULL\n),\n\"pctl\" AS (\n SELECT\n \"y\",\n MIN(\"measure_value\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(0.95 * \"cnt\" + 0.9999999999 AS INTEGER)\n GROUP BY \"y\"\n)\nSELECT\n g.\"y\",\n p.\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n) AS g\nLEFT JOIN \"pctl\" AS p\n ON g.\"y\" = p.\"y\"\nORDER BY p.\"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X9\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X9\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '0'\\n AND \\\"X9\\\" IS NOT NULL\\n),\\n\\\"pctl\\\" AS (\\n SELECT\\n \\\"y\\\",\\n MIN(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(0.95 * \\\"cnt\\\" + 0.9999999999 AS INTEGER)\\n GROUP BY \\\"y\\\"\\n)\\nSELECT\\n g.\\\"y\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n) AS g\\nLEFT JOIN \\\"pctl\\\" AS p\\n ON g.\\\"y\\\" = p.\\\"y\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\", \"columns\": [\"y\", \"conditional_percentile\"], \"rows\": [{\"y\": \"0\", \"conditional_percentile\": 105.0}, {\"y\": \"1\", \"conditional_percentile\": null}, {\"y\": \"2\", \"conditional_percentile\": null}, {\"y\": \"3\", \"conditional_percentile\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.45}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..05fea65b43018300cda71bf768a956133cfaa9fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:17:06.750437+00:00", + "ended_at": "2026-05-04T09:17:28.585376+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ebe611d000c7ac70", + "problem_id": "v2p_n6_e8db1fa80acc1efb", + "dataset_id": "n6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X9, condition_col=y.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_ebe611d000c7ac70.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ebe611d000c7ac70", + "api_calls": 0, + "input_tokens": 22839, + "cached_input_tokens": 21888, + "output_tokens": 780, + "total_tokens": 23619, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2748, + "estimated_output_tokens": 337, + "estimated_total_tokens": 3085, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21790.02, + "sql_execution_elapsed_ms_total": 10.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ebe611d000c7ac70\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fad9fbaa09b327a5084a26a2219e70dc228c4c39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:17:28.567024+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21790.02, "started_at": "2026-05-04T09:17:06.753746+00:00", "ended_at": "2026-05-04T09:17:28.543203+00:00", "prompt_metrics": {"chars": 8904, "bytes_utf8": 8904, "lines": 305, "estimated_tokens": 2748}, "response_metrics": {"chars": 1078, "bytes_utf8": 1078, "lines": 1, "estimated_tokens": 337}, "usage": {"input_tokens": 22839, "cached_input_tokens": 21888, "output_tokens": 780}, "stderr_preview": "2026-05-04T09:17:06.963864Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:17:09.270320Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(0.95 * \\\"cnt\\\" + 0.9999999999 AS INTEGER)\\n GROUP BY \\\"y\\\"\\n)\\nSELECT\\n g.\\\"y\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n) AS g\\nLEFT JOIN \\\"pctl\\\" AS p\\n ON g.\\\"y\\\" = p.\\\"y\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation with window functions. \\\"X9\\\" is cast from TEXT to REAL, and because group_col and condition_col are both \\\"y\\\" wit"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dc0a5788c65ed78249276f23f9961fc6dd4b1d65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ebe611d000c7ac70/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ebe611d000c7ac70", + "api_calls": 0, + "input_tokens": 22839, + "cached_input_tokens": 21888, + "output_tokens": 780, + "total_tokens": 23619, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2748, + "estimated_output_tokens": 337, + "estimated_total_tokens": 3085, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21790.02, + "sql_execution_elapsed_ms_total": 10.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ebe611d000c7ac70\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbb1d6a2cb0b0687b7c8d5d930d865c43457d3bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8745, "bytes_utf8": 8745, "lines": 300, "estimated_tokens": 2715}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22804, "cached_input_tokens": 21888, "output_tokens": 166}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f8fb20b40df70ceaddc6d559cbc5adb547d3008a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ec02d05e8d7ac200", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 166, + "total_tokens": 22970, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2843, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11520.2, + "sql_execution_elapsed_ms_total": 6.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ec02d05e8d7ac200\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a1b50b72d3633d25f2d1ec916463cf0e3945365f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:33:39.751578+00:00", + "ended_at": "2026-05-04T09:33:51.263117+00:00", + "elapsed_ms": 11520.2, + "prompt_metrics": { + "chars": 8745, + "bytes_utf8": 8745, + "lines": 300, + "estimated_tokens": 2715 + }, + "stdout_metrics": { + "chars": 825, + "bytes_utf8": 825, + "lines": 4, + "estimated_tokens": 244 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13252 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 484, + "bytes_utf8": 484, + "lines": 1, + "estimated_tokens": 128 + }, + "usage": { + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 166 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36c602adad8b313fcbe1edd656f29b23ad843c2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpch_max_aggregate_winner", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6f7640048f6d6cdfc98a2978bbc66b48b66e5ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-10a7-7e52-8931-1301de1251ac"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\",\"notes\":\"Applied the provided Max Aggregate Winner Selection template with group_col=\\\"y\\\" and measure_col=\\\"X11\\\". Cast \\\"X11\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22804,"cached_input_tokens":21888,"output_tokens":166}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02996125728c3e0e9dc82ac84265f53a500cef95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X11\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";","notes":"Applied the provided Max Aggregate Winner Selection template with group_col=\"y\" and measure_col=\"X11\". Cast \"X11\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f45250937ba08fabfa5ff2fab2fab3c2f7747581 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:39.945203Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:42.455102Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:50.506739Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb9872bf9b9f7a40f8a6ac158222794ef1d0cd3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=y, measure_col=X11. +Result preview: [{"y": "1", "total_measure": 538.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..31fdd71db1dc090a15916d3fabc0ae17f7fd4fd3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_ec02d05e8d7ac200 +-- problem_id: v2p_n6_8504e016aadd2f40 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X11" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f42498fc8c653691a9150b670209566045a2eb02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_max_aggregate_winner\nWITH grouped AS (\n SELECT \"y\", SUM(CAST(\"X11\" AS REAL)) AS total_measure\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT \"y\", total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_max_aggregate_winner\\nWITH grouped AS (\\n SELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\", total_measure\\nFROM grouped\\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\\nORDER BY \\\"y\\\";\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 538.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2e5e65d43d9656aeae4dc130afe7ed22f0df6f04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:33:39.747419+00:00", + "ended_at": "2026-05-04T09:33:51.311326+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ec02d05e8d7ac200", + "problem_id": "v2p_n6_8504e016aadd2f40", + "dataset_id": "n6", + "template_id": "tpl_tpch_max_aggregate_winner", + "template_name": "Max Aggregate Winner Selection", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Max Aggregate Winner Selection to probe internal_profile_stability with semantic role focused_target_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS total_measure\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col}, total_measure\nFROM grouped\nWHERE total_measure = (SELECT MAX(total_measure) FROM grouped)\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_ec02d05e8d7ac200.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ec02d05e8d7ac200", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 166, + "total_tokens": 22970, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2843, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11520.2, + "sql_execution_elapsed_ms_total": 6.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ec02d05e8d7ac200\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7ec5869b07d798e7cc4d8b4df03c622c6ef5d66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec02d05e8d7ac200/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:51.291171+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11520.2, "started_at": "2026-05-04T09:33:39.751578+00:00", "ended_at": "2026-05-04T09:33:51.263117+00:00", "prompt_metrics": {"chars": 8745, "bytes_utf8": 8745, "lines": 300, "estimated_tokens": 2715}, "response_metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22804, "cached_input_tokens": 21888, "output_tokens": 166}, "stderr_preview": "2026-05-04T09:33:39.945203Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:42.455102Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6d02287bd7151e7bbd038b190519697b452323f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-7529-7831-922c-fbd27d5217e9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X16\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X16\\\". Cast \\\"X16\\\" from TEXT to REAL so the windowed AVG is computed numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22739,"cached_input_tokens":19840,"output_tokens":200}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6de3d1af1fb1ac130eebc866a7a57a0c630c049d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X16\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the Window Partition Average template with group_col=\"y\" and measure_col=\"X16\". Cast \"X16\" from TEXT to REAL so the windowed AVG is computed numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59af11c731f244ab9f9afb28d94fa4a0c6541d87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:52.844341Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:55.352417Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:08:05.164077Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..56d6f5f34af0bcd4349ead482192a6dd9f37c6d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X16. +Result preview: [{"y": "2", "avg_measure": 0.0355}, {"y": "3", "avg_measure": -0.048}, {"y": "1", "avg_measure": -1.6125}, {"y": "0", "avg_measure": -14.83}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce6cfb39024c60662b31f8550f142945dee28f6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_ec40702eb2dfa789 +-- problem_id: v2p_n6_4578814ba89fcdcd +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X16" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..588249c5107141a14c5e080c75bd23ca11d638d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X16\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X16\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"2\", \"avg_measure\": 0.0355}, {\"y\": \"3\", \"avg_measure\": -0.048}, {\"y\": \"1\", \"avg_measure\": -1.6125}, {\"y\": \"0\", \"avg_measure\": -14.83}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2a225abd6c6a5e3d80b6202b221753c17a8b643d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:07:52.593501+00:00", + "ended_at": "2026-05-04T09:08:06.071368+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ec40702eb2dfa789", + "problem_id": "v2p_n6_4578814ba89fcdcd", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X16.", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_ec40702eb2dfa789.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ec40702eb2dfa789", + "api_calls": 0, + "input_tokens": 22739, + "cached_input_tokens": 19840, + "output_tokens": 200, + "total_tokens": 22939, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2648, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2748, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13427.47, + "sql_execution_elapsed_ms_total": 21.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ec40702eb2dfa789\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80d636437d3f7473bb6f655c11c32b3a7e65ae36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec40702eb2dfa789/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:08:06.042148+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13427.47, "started_at": "2026-05-04T09:07:52.596584+00:00", "ended_at": "2026-05-04T09:08:06.024077+00:00", "prompt_metrics": {"chars": 8502, "bytes_utf8": 8502, "lines": 300, "estimated_tokens": 2648}, "response_metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22739, "cached_input_tokens": 19840, "output_tokens": 200}, "stderr_preview": "2026-05-04T09:07:52.844341Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:55.352417Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29d1bb0ce92e200cc38c65393926c5fbb9c965f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df262-7359-7ef3-8a66-815034ed4c51"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X14\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X14\\\" AS REAL)) > 9.0\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X14\\\". CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":152}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8df1dd7d4c23e4d2b77656859182731f58216b41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X14\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X14\" AS REAL)) > 9.0\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the provided Thresholded Group Ranking template with group_col bound to \"y\" and measure_col bound to \"X14\". CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d34c8d1ad556447ea10065b772dc615e3933a2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:47:11.641428Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:47:13.942347Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:47:21.992563Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd0c2e1cf599d0967e960bb163af47cc1ee6d926 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X14. +Result preview: [{"y": "1", "total_measure": 7292.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b47e57cdb7f315dde42c9cedf9d3f42bb814fa96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_ec82cd8472ee95f9 +-- problem_id: v2p_n6_ef673ea22e0a2f4f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X14" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X14" AS REAL)) > 9.0 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6ef8754fa21401687b6f4cf9fba41fa03179a20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X14\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X14\" AS REAL)) > 9.0\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X14\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X14\\\" AS REAL)) > 9.0\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 7292.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.01}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..660ee6ae878607d5b88c2aff51710eee1bb1815f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:47:11.443539+00:00", + "ended_at": "2026-05-04T09:47:22.813696+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ec82cd8472ee95f9", + "problem_id": "v2p_n6_ef673ea22e0a2f4f", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X14.", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_ec82cd8472ee95f9.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ec82cd8472ee95f9", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 152, + "total_tokens": 22923, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11332.94, + "sql_execution_elapsed_ms_total": 5.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ec82cd8472ee95f9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3010c90c6d8eaf2005d9c3cfccc10c6da06017f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:47:22.796391+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11332.94, "started_at": "2026-05-04T09:47:11.446661+00:00", "ended_at": "2026-05-04T09:47:22.779635+00:00", "prompt_metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}, "response_metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 152}, "stderr_preview": "2026-05-04T09:47:11.641428Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:47:13.942347Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 9.0\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X14\\\". CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..20107acedde4989ee6b39a8165d3f1073fab5c53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ec82cd8472ee95f9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ec82cd8472ee95f9", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 152, + "total_tokens": 22923, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11332.94, + "sql_execution_elapsed_ms_total": 5.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ec82cd8472ee95f9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..36290c717cdc62fe4bda23040372da2da934bb4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2720}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 216}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..53af6137856c976a7f462016fba0ce0274f62f50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_eda9f3febb9dfd8a", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 216, + "total_tokens": 23025, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13420.03, + "sql_execution_elapsed_ms_total": 3.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_eda9f3febb9dfd8a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c26cac2b3c7b46b4c77b9c1852bab67bf00b7f01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:27:53.372519+00:00", + "ended_at": "2026-05-04T09:28:06.792863+00:00", + "elapsed_ms": 13420.03, + "prompt_metrics": { + "chars": 8695, + "bytes_utf8": 8695, + "lines": 304, + "estimated_tokens": 2720 + }, + "stdout_metrics": { + "chars": 813, + "bytes_utf8": 813, + "lines": 4, + "estimated_tokens": 235 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13236 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 491, + "bytes_utf8": 491, + "lines": 1, + "estimated_tokens": 134 + }, + "usage": { + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 216 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76995fe1d2e60e236b87dc528a3fd2811379bae2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "predicate_col": "X6", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..14220ff0878990b498e856b5bed7651e1d070cb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df250-c7af-7341-a400-e7f2afa65490"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X6\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with bindings group_col=y, measure_col=X10, predicate_col=X6, predicate_op=>=, predicate_value=8.0, and top_k=13. Cast numeric-looking TEXT columns to REAL for SQLite-compatible numeric filtering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":21888,"output_tokens":216}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f120eb8646549464f6c29972f983bbf5cdfc256e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X6\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the provided Top-k Group Sum with Filter template with bindings group_col=y, measure_col=X10, predicate_col=X6, predicate_op=>=, predicate_value=8.0, and top_k=13. Cast numeric-looking TEXT columns to REAL for SQLite-compatible numeric filtering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c40168780eba73278b611b2a1fb4db98d013ead --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:27:53.596079Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:27:56.008536Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:28:06.096935Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..07504cdafca3bc8c4a00d3ec0c8206b1a85c382b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10. +Result preview: [{"y": "0", "total_measure": 6731.0}, {"y": "1", "total_measure": 6044.0}, {"y": "3", "total_measure": 2659.0}, {"y": "2", "total_measure": 255.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..11ce1419c3ef3c296e43f2cd1349898b4852a0ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_eda9f3febb9dfd8a +-- problem_id: v2p_n6_77691e65a4b2c064 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X6" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8be78e572abb9dac8289259dd39ddc781750d1b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X6\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X6\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 6731.0}, {\"y\": \"1\", \"total_measure\": 6044.0}, {\"y\": \"3\", \"total_measure\": 2659.0}, {\"y\": \"2\", \"total_measure\": 255.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3315b71d3386946a689032f964d28ec56290127e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:27:53.368798+00:00", + "ended_at": "2026-05-04T09:28:06.822409+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_eda9f3febb9dfd8a", + "problem_id": "v2p_n6_77691e65a4b2c064", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "predicate_col": "X6", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_eda9f3febb9dfd8a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_eda9f3febb9dfd8a", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 216, + "total_tokens": 23025, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13420.03, + "sql_execution_elapsed_ms_total": 3.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_eda9f3febb9dfd8a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79d606007bb9529d026e5beef40f3436175488eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:28:06.810763+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13420.03, "started_at": "2026-05-04T09:27:53.372519+00:00", "ended_at": "2026-05-04T09:28:06.792863+00:00", "prompt_metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 216}, "stderr_preview": "2026-05-04T09:27:53.596079Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:27:56.008536Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with bindings group_col=y, measure_col=X10, predicate_col=X6, predicate_op=>=, predicate_value=8.0, and top_k=13. Cast numeric-looking TEXT columns to REAL for SQLite-compatible numeric filtering and aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6966ca267579fd1fe2e2413712144ef3385cfc46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_eda9f3febb9dfd8a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_eda9f3febb9dfd8a", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 216, + "total_tokens": 23025, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13420.03, + "sql_execution_elapsed_ms_total": 3.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_eda9f3febb9dfd8a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20b16ab2bfac8e25132d4007eccf6cb08dfc2a82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8653, "bytes_utf8": 8653, "lines": 303, "estimated_tokens": 2697}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22788, "cached_input_tokens": 19840, "output_tokens": 137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..78a449bf8c44764fa41ff7bf4b3edbe01c83c8fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ef59b25e1d0fc262", + "api_calls": 0, + "input_tokens": 22788, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 22925, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2697, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2798, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10755.23, + "sql_execution_elapsed_ms_total": 5.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ef59b25e1d0fc262\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9befeebd4dd6270f773e48ff23c24271b8a44386 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:04:03.405611+00:00", + "ended_at": "2026-05-04T09:04:14.152404+00:00", + "elapsed_ms": 10755.23, + "prompt_metrics": { + "chars": 8653, + "bytes_utf8": 8653, + "lines": 303, + "estimated_tokens": 2697 + }, + "stdout_metrics": { + "chars": 708, + "bytes_utf8": 708, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 383, + "bytes_utf8": 383, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 22788, + "cached_input_tokens": 19840, + "output_tokens": 137 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..668b4e5d48cfbc4adb2fa1bff3117bbfa8319f36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7419b3d73b26945ed7f6a40eb5206de9df15065 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23a-f5da-7f90-9160-2903702fa032"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col=\\\"y\\\" and condition_col=\\\"y\\\", treating the bound condition_value 0 as text to match the SQLite TEXT schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22788,"cached_input_tokens":19840,"output_tokens":137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0daa6f4b6cf22723bc6bdca19078447ded184cd4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col=\"y\" and condition_col=\"y\", treating the bound condition_value 0 as text to match the SQLite TEXT schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b8ab98778b00968048542fd4d4c5f12397cf330 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:03.600901Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:05.966378Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:13.405325Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f9ffb48e88760424bf3b07bd99d9ea18e1cc634 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=y, condition_col=y. +Result preview: [{"y": "0", "condition_rate": 1.0}, {"y": "3", "condition_rate": 0.0}, {"y": "2", "condition_rate": 0.0}, {"y": "1", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..53d6657dd1995643cde71469ada1fcc300b1df5d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_ef59b25e1d0fc262 +-- problem_id: v2p_n6_edd83061868beeeb +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad87dae011c865a86977de132f3407ba8e9336bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"y\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"y\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"y\", \"condition_rate\"], \"rows\": [{\"y\": \"0\", \"condition_rate\": 1.0}, {\"y\": \"3\", \"condition_rate\": 0.0}, {\"y\": \"2\", \"condition_rate\": 0.0}, {\"y\": \"1\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f8ebed381dcfc060d551f6558c6d476a415515e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:04:03.403763+00:00", + "ended_at": "2026-05-04T09:04:14.194733+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ef59b25e1d0fc262", + "problem_id": "v2p_n6_edd83061868beeeb", + "dataset_id": "n6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=y, condition_col=y.", + "bindings": { + "group_col": "y", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_ef59b25e1d0fc262.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ef59b25e1d0fc262", + "api_calls": 0, + "input_tokens": 22788, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 22925, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2697, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2798, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10755.23, + "sql_execution_elapsed_ms_total": 5.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ef59b25e1d0fc262\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79250e0718d912608c283b97180fd2dbbdd95fa4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ef59b25e1d0fc262/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:14.182012+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10755.23, "started_at": "2026-05-04T09:04:03.405611+00:00", "ended_at": "2026-05-04T09:04:14.152404+00:00", "prompt_metrics": {"chars": 8653, "bytes_utf8": 8653, "lines": 303, "estimated_tokens": 2697}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22788, "cached_input_tokens": 19840, "output_tokens": 137}, "stderr_preview": "2026-05-04T09:04:03.600901Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:05.966378Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "predicate_col": "X16", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c89e6fa3bcc7e46ae0a38c35c40abefab8840504 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-73b1-7ea0-a5d4-405acf223f12"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X16\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X16\\\" AS REAL) >= 4.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided top-k group-sum template with group_col=\\\"y\\\", measure_col=\\\"X16\\\", predicate_col=\\\"X16\\\", predicate_op=\\\">=\\\", predicate_value=4.0, and top_k=19. CAST to REAL is applied because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":21888,"output_tokens":184}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d74cb1aa50f88ec1ab02b79d738eca7a51040e6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X16\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X16\" AS REAL) >= 4.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the provided top-k group-sum template with group_col=\"y\", measure_col=\"X16\", predicate_col=\"X16\", predicate_op=\">=\", predicate_value=4.0, and top_k=19. CAST to REAL is applied because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9102f3145209d4ee374c2e2d37473208bc3d77c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T09:30:48.696792Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:30:51.313698Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:59.217743Z WARN codex_analytics::client: events failed with status 403 Forbidden: Just a moment...
diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca46a31d023554b0d5028fdf200d402354aa327d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X16. +Result preview: [{"y": "0", "total_measure": 41095.0}, {"y": "1", "total_measure": 4832.0}, {"y": "3", "total_measure": 2599.0}, {"y": "2", "total_measure": 2048.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed7024142e9c3be97b1f395e905e50a6fede9bfa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_f1af955f6a3aa566 +-- problem_id: v2p_n6_d46bdf1914cfad2f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X16" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X16" AS REAL) >= 4.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9ead633174d77508636de3c384cbbe856855a4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X16\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X16\" AS REAL) >= 4.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X16\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X16\\\" AS REAL) >= 4.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 41095.0}, {\"y\": \"1\", \"total_measure\": 4832.0}, {\"y\": \"3\", \"total_measure\": 2599.0}, {\"y\": \"2\", \"total_measure\": 2048.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5f7f76ac40e29d0d56f53556509720655f8df8d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:30:48.486648+00:00", + "ended_at": "2026-05-04T09:31:00.054124+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f1af955f6a3aa566", + "problem_id": "v2p_n6_d46bdf1914cfad2f", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X16.", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "predicate_col": "X16", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_f1af955f6a3aa566.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f1af955f6a3aa566", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 184, + "total_tokens": 22992, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2855, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11533.33, + "sql_execution_elapsed_ms_total": 3.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_f1af955f6a3aa566\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11dfbab83636a71a043030e12b5293d7e4c6b211 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:31:00.043603+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11533.33, "started_at": "2026-05-04T09:30:48.489483+00:00", "ended_at": "2026-05-04T09:31:00.022811+00:00", "prompt_metrics": {"chars": 8697, "bytes_utf8": 8697, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22808, "cached_input_tokens": 21888, "output_tokens": 184}, "stderr_preview": "2026-05-04T09:30:48.696792Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:30:51.313698Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided top-k group-sum template with group_col=\\\"y\\\", measure_col=\\\"X16\\\", predicate_col=\\\"X16\\\", predicate_op=\\\">=\\\", predicate_value=4.0, and top_k=19. CAST to REAL is applied because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..918f9184ccc2ac02ea62594b5ecae5a8c4f274be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f1af955f6a3aa566/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f1af955f6a3aa566", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 184, + "total_tokens": 22992, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2855, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11533.33, + "sql_execution_elapsed_ms_total": 3.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_f1af955f6a3aa566\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..042b264ad564ef6fa72c1e3d0b904c16821cc179 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8505, "bytes_utf8": 8505, "lines": 300, "estimated_tokens": 2649}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22740, "cached_input_tokens": 19840, "output_tokens": 140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..00bf74fed9ca43aaab3db997ec59f9e9c2a757e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f29fe110c4dafd4b", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 140, + "total_tokens": 22880, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2752, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10906.41, + "sql_execution_elapsed_ms_total": 22.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_f29fe110c4dafd4b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f852aba841468ea8e7d7ef7f736dd119c0faa18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:08:53.618309+00:00", + "ended_at": "2026-05-04T09:09:04.524556+00:00", + "elapsed_ms": 10906.41, + "prompt_metrics": { + "chars": 8505, + "bytes_utf8": 8505, + "lines": 300, + "estimated_tokens": 2649 + }, + "stdout_metrics": { + "chars": 735, + "bytes_utf8": 735, + "lines": 4, + "estimated_tokens": 210 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13167 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 407, + "bytes_utf8": 407, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 140 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fc021286d8c11fc71293a926e24f86a52adfa95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be40a645f7127fce0cce40f06314a0eb15498deb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23f-6371-7292-95c3-d824a1a20399"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X2\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X2\\\". Cast \\\"X2\\\" to REAL because the SQLite schema stores it as TEXT while the dataset describes it as numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22740,"cached_input_tokens":19840,"output_tokens":140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0ce5ce7235bcb26ff6ad03d2d6b79db97265589 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X2\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"y\" and measure_col=\"X2\". Cast \"X2\" to REAL because the SQLite schema stores it as TEXT while the dataset describes it as numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68ef3edc7dd3e96d917da1056a3976f19a804412 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:08:53.819772Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:08:56.443251Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:09:03.847311Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..10f076533d086cd94b1ad1c63dbf7e3e5656ac24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X2. +Result preview: [{"y": "1", "avg_measure": 3.6315}, {"y": "2", "avg_measure": 0.1225}, {"y": "3", "avg_measure": -0.1775}, {"y": "0", "avg_measure": -12.334}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e1a852ba4820fcee64ad240f8c23e8136d2769c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_f29fe110c4dafd4b +-- problem_id: v2p_n6_c7e6c25f2aa53b70 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X2" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..768abf84016b06c7cfef3afd91e5f92322552c99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X2\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X2\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 3.6315}, {\"y\": \"2\", \"avg_measure\": 0.1225}, {\"y\": \"3\", \"avg_measure\": -0.1775}, {\"y\": \"0\", \"avg_measure\": -12.334}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f8b34cc4a7053d68776f021ce97742b998afe014 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:08:53.615497+00:00", + "ended_at": "2026-05-04T09:09:04.575064+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f29fe110c4dafd4b", + "problem_id": "v2p_n6_c7e6c25f2aa53b70", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X2.", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_f29fe110c4dafd4b.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f29fe110c4dafd4b", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 140, + "total_tokens": 22880, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2752, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10906.41, + "sql_execution_elapsed_ms_total": 22.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_f29fe110c4dafd4b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd7d680b29935da47f4f3bbc084dbd7c64209a76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f29fe110c4dafd4b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:09:04.544399+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10906.41, "started_at": "2026-05-04T09:08:53.618309+00:00", "ended_at": "2026-05-04T09:09:04.524556+00:00", "prompt_metrics": {"chars": 8505, "bytes_utf8": 8505, "lines": 300, "estimated_tokens": 2649}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22740, "cached_input_tokens": 19840, "output_tokens": 140}, "stderr_preview": "2026-05-04T09:08:53.819772Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:08:56.443251Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b8230611edb61cbd84401dc494f25bcf43d72fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25c-600a-75f2-b61a-77ee630a76a2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X8\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X8\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X8\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group on CAST(\\\"X8\\\" AS REAL), grouped by \\\"y\\\" and ordered descending by the percentile value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":697}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..695a044b0e403da6c96f740cfa1caa2ce3755be7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X8\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X8\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X8\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"y\",\n \"measure\",\n \"rn\",\n CAST((9 * \"cnt\" + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group on CAST(\"X8\" AS REAL), grouped by \"y\" and ordered descending by the percentile value."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2025b6a2073fe70f49169d67ab24618fde39ad9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:40:33.515340Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:40:35.945538Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:40:53.263415Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1642833d25684174f1191ba9138d4870f0be81a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8. +Result preview: [{"y": "0", "percentile_measure": 77.0}, {"y": "3", "percentile_measure": 13.0}, {"y": "1", "percentile_measure": 8.0}, {"y": "2", "percentile_measure": 5.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..df49db02da177d63884c1ec34a8410a9ece12614 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_f35412a82c8f3202 +-- problem_id: v2p_n6_7f7a2181bbe1b2c7 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X8" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X8" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X8" IS NOT NULL +), +"picked" AS ( + SELECT + "y", + "measure", + "rn", + CAST((9 * "cnt" + 9) / 10 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "measure" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa66f410277bb7cb16c85e0b7a7bb867bbea241b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X8\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X8\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X8\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"y\",\n \"measure\",\n \"rn\",\n CAST((9 * \"cnt\" + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X8\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X8\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X8\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 77.0}, {\"y\": \"3\", \"percentile_measure\": 13.0}, {\"y\": \"1\", \"percentile_measure\": 8.0}, {\"y\": \"2\", \"percentile_measure\": 5.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..31bc73f60d1d1ccd91e7f1770aa1a8014b47ee3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:40:33.249093+00:00", + "ended_at": "2026-05-04T09:40:54.149329+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f35412a82c8f3202", + "problem_id": "v2p_n6_7f7a2181bbe1b2c7", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_f35412a82c8f3202.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f35412a82c8f3202", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 697, + "total_tokens": 23464, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 277, + "estimated_total_tokens": 2953, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20837.35, + "sql_execution_elapsed_ms_total": 29.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_f35412a82c8f3202\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65019d466a252a1bc7d08cffc5404603a0bf6280 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f35412a82c8f3202/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:40:54.111165+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20837.35, "started_at": "2026-05-04T09:40:33.252070+00:00", "ended_at": "2026-05-04T09:40:54.089623+00:00", "prompt_metrics": {"chars": 8596, "bytes_utf8": 8596, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 879, "bytes_utf8": 879, "lines": 1, "estimated_tokens": 277}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 697}, "stderr_preview": "2026-05-04T09:40:33.515340Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:40:35.945538Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f458945787e23c05/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f458945787e23c05/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d36a0ba9f96febd1fe142ceeb8650c01f94f0472 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f458945787e23c05/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_f458945787e23c05\n-- problem_id: v2p_n6_34b4b98f99a6645d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X14\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X14\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_f458945787e23c05\\n-- problem_id: v2p_n6_34b4b98f99a6645d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X14\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X14\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X14\", \"support\", \"avg_response\"], \"rows\": [{\"X14\": \"-1\", \"support\": 286, \"avg_response\": -1.2832167832167831}, {\"X14\": \"-2\", \"support\": 280, \"avg_response\": -1.6607142857142858}, {\"X14\": \"-4\", \"support\": 270, \"avg_response\": -2.859259259259259}, {\"X14\": \"2\", \"support\": 267, \"avg_response\": -1.2958801498127341}, {\"X14\": \"-3\", \"support\": 267, \"avg_response\": -1.756554307116105}, {\"X14\": \"1\", \"support\": 256, \"avg_response\": -2.203125}, {\"X14\": \"3\", \"support\": 242, \"avg_response\": -1.7933884297520661}, {\"X14\": \"-6\", \"support\": 236, \"avg_response\": -0.2542372881355932}, {\"X14\": \"-5\", \"support\": 236, \"avg_response\": -2.4152542372881354}, {\"X14\": \"4\", \"support\": 229, \"avg_response\": -1.7161572052401746}, {\"X14\": \"6\", \"support\": 225, \"avg_response\": -1.7022222222222223}, {\"X14\": \"5\", \"support\": 213, \"avg_response\": -0.3427230046948357}, {\"X14\": \"0\", \"support\": 213, \"avg_response\": -1.3708920187793427}, {\"X14\": \"7\", \"support\": 208, \"avg_response\": -3.0673076923076925}, {\"X14\": \"-7\", \"support\": 206, \"avg_response\": -3.5485436893203883}, {\"X14\": \"9\", \"support\": 184, \"avg_response\": 1.1630434782608696}, {\"X14\": \"8\", \"support\": 183, \"avg_response\": -4.579234972677596}, {\"X14\": \"10\", \"support\": 172, \"avg_response\": -0.23255813953488372}, {\"X14\": \"-9\", \"support\": 164, \"avg_response\": -2.3780487804878048}, {\"X14\": \"-8\", \"support\": 163, \"avg_response\": -2.263803680981595}, {\"X14\": \"11\", \"support\": 154, \"avg_response\": -2.948051948051948}, {\"X14\": \"12\", \"support\": 133, \"avg_response\": 0.3007518796992481}, {\"X14\": \"-10\", \"support\": 130, \"avg_response\": -2.1846153846153844}, {\"X14\": \"-11\", \"support\": 128, \"avg_response\": -1.40625}, {\"X14\": \"13\", \"support\": 118, \"avg_response\": -0.9576271186440678}, {\"X14\": \"14\", \"support\": 105, \"avg_response\": 0.19047619047619047}, {\"X14\": \"-12\", \"support\": 103, \"avg_response\": -4.223300970873787}, {\"X14\": \"15\", \"support\": 74, \"avg_response\": -3.27027027027027}, {\"X14\": \"16\", \"support\": 73, \"avg_response\": -3.3835616438356166}, {\"X14\": \"-14\", \"support\": 72, \"avg_response\": -3.75}, {\"X14\": \"-13\", \"support\": 71, \"avg_response\": 2.1549295774647885}, {\"X14\": \"18\", \"support\": 60, \"avg_response\": 0.85}, {\"X14\": \"19\", \"support\": 57, \"avg_response\": -8.947368421052632}, {\"X14\": \"17\", \"support\": 56, \"avg_response\": -3.8214285714285716}, {\"X14\": \"-17\", \"support\": 49, \"avg_response\": -5.653061224489796}, {\"X14\": \"20\", \"support\": 47, \"avg_response\": -12.97872340425532}, {\"X14\": \"-16\", \"support\": 45, \"avg_response\": -3.422222222222222}, {\"X14\": \"-18\", \"support\": 41, \"avg_response\": 3.4146341463414633}, {\"X14\": \"-19\", \"support\": 40, \"avg_response\": -5.1}, {\"X14\": \"21\", \"support\": 40, \"avg_response\": -8.65}, {\"X14\": \"-24\", \"support\": 39, \"avg_response\": 6.051282051282051}, {\"X14\": \"-20\", \"support\": 37, \"avg_response\": 2.891891891891892}, {\"X14\": \"-22\", \"support\": 34, \"avg_response\": 4.029411764705882}, {\"X14\": \"-15\", \"support\": 34, \"avg_response\": -0.8529411764705882}, {\"X14\": \"22\", \"support\": 32, \"avg_response\": -9.3125}, {\"X14\": \"26\", \"support\": 31, \"avg_response\": -9.35483870967742}, {\"X14\": \"-21\", \"support\": 27, \"avg_response\": -10.925925925925926}, {\"X14\": \"24\", \"support\": 26, \"avg_response\": -27.076923076923077}, {\"X14\": \"-23\", \"support\": 25, \"avg_response\": -1.92}, {\"X14\": \"-26\", \"support\": 25, \"avg_response\": -8.08}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.94}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f458945787e23c05/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f458945787e23c05/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..80adbd6d7548caeda546162f176aaf537270bf64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f458945787e23c05/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.592943+00:00", + "ended_at": "2026-05-04T09:50:30.602815+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f458945787e23c05", + "problem_id": "v2p_n6_34b4b98f99a6645d", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X14.", + "bindings": { + "key_col": "X14", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=52", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 52, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_f458945787e23c05.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f458945787e23c05/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f458945787e23c05/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f458945787e23c05/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f64bc9c280a82703/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f64bc9c280a82703/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4694cbe25bb5b97389688ea5535aabe5859ffd4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f64bc9c280a82703/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X2": "1", "support": 337, "avg_response": -1.489614243323442}, {"X2": "-1", "support": 331, "avg_response": 0.4471299093655589}, {"X2": "-2", "support": 307, "avg_response": -1.1758957654723128}, {"X2": "2", "support": 303, "avg_response": -2.363036303630363}, {"X2": "3", "support": 298, "avg_response": -1.2583892617449663}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f64bc9c280a82703/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f64bc9c280a82703/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7409ebac2dcc8123eebf3b3b808a507dd0ce06ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f64bc9c280a82703/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_f64bc9c280a82703 +-- problem_id: v2p_n6_b4b4c5412e701446 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X2", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X2" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f64bc9c280a82703/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f64bc9c280a82703/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89177a6ff094f08dd1687e5ab583615f16d4f5c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f64bc9c280a82703/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_f64bc9c280a82703\n-- problem_id: v2p_n6_b4b4c5412e701446\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X2\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X2\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_f64bc9c280a82703\\n-- problem_id: v2p_n6_b4b4c5412e701446\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X2\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X2\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X2\", \"support\", \"avg_response\"], \"rows\": [{\"X2\": \"1\", \"support\": 337, \"avg_response\": -1.489614243323442}, {\"X2\": \"-1\", \"support\": 331, \"avg_response\": 0.4471299093655589}, {\"X2\": \"-2\", \"support\": 307, \"avg_response\": -1.1758957654723128}, {\"X2\": \"2\", \"support\": 303, \"avg_response\": -2.363036303630363}, {\"X2\": \"3\", \"support\": 298, \"avg_response\": -1.2583892617449663}, {\"X2\": \"-3\", \"support\": 291, \"avg_response\": -0.6288659793814433}, {\"X2\": \"-5\", \"support\": 288, \"avg_response\": -0.5}, {\"X2\": \"-4\", \"support\": 276, \"avg_response\": -0.6920289855072463}, {\"X2\": \"4\", \"support\": 265, \"avg_response\": 0.03018867924528302}, {\"X2\": \"0\", \"support\": 254, \"avg_response\": -2.763779527559055}, {\"X2\": \"5\", \"support\": 228, \"avg_response\": -1.969298245614035}, {\"X2\": \"6\", \"support\": 220, \"avg_response\": 0.1318181818181818}, {\"X2\": \"7\", \"support\": 217, \"avg_response\": 0.7004608294930875}, {\"X2\": \"-6\", \"support\": 195, \"avg_response\": 0.18461538461538463}, {\"X2\": \"-7\", \"support\": 175, \"avg_response\": -0.09142857142857143}, {\"X2\": \"-8\", \"support\": 167, \"avg_response\": -2.44311377245509}, {\"X2\": \"10\", \"support\": 165, \"avg_response\": -1.5515151515151515}, {\"X2\": \"9\", \"support\": 161, \"avg_response\": -0.2360248447204969}, {\"X2\": \"8\", \"support\": 158, \"avg_response\": -0.8481012658227848}, {\"X2\": \"-9\", \"support\": 157, \"avg_response\": -1.7770700636942676}, {\"X2\": \"11\", \"support\": 138, \"avg_response\": -1.2753623188405796}, {\"X2\": \"12\", \"support\": 115, \"avg_response\": 0.17391304347826086}, {\"X2\": \"-10\", \"support\": 112, \"avg_response\": -1.5535714285714286}, {\"X2\": \"-12\", \"support\": 96, \"avg_response\": -1.5833333333333333}, {\"X2\": \"14\", \"support\": 96, \"avg_response\": -2.2708333333333335}, {\"X2\": \"-11\", \"support\": 94, \"avg_response\": -3.0638297872340425}, {\"X2\": \"13\", \"support\": 88, \"avg_response\": 0.4090909090909091}, {\"X2\": \"16\", \"support\": 74, \"avg_response\": -1.6216216216216217}, {\"X2\": \"-13\", \"support\": 69, \"avg_response\": 0.4782608695652174}, {\"X2\": \"17\", \"support\": 67, \"avg_response\": 4.597014925373134}, {\"X2\": \"15\", \"support\": 62, \"avg_response\": -4.290322580645161}, {\"X2\": \"-14\", \"support\": 59, \"avg_response\": -2.9491525423728815}, {\"X2\": \"-16\", \"support\": 52, \"avg_response\": -1.5}, {\"X2\": \"18\", \"support\": 45, \"avg_response\": -3.6222222222222222}, {\"X2\": \"19\", \"support\": 45, \"avg_response\": -4.044444444444444}, {\"X2\": \"-18\", \"support\": 44, \"avg_response\": 0.2727272727272727}, {\"X2\": \"-15\", \"support\": 42, \"avg_response\": 3.357142857142857}, {\"X2\": \"-19\", \"support\": 39, \"avg_response\": -4.589743589743589}, {\"X2\": \"20\", \"support\": 35, \"avg_response\": -0.08571428571428572}, {\"X2\": \"-17\", \"support\": 35, \"avg_response\": -3.142857142857143}, {\"X2\": \"21\", \"support\": 34, \"avg_response\": -6.911764705882353}, {\"X2\": \"22\", \"support\": 32, \"avg_response\": -7.0625}, {\"X2\": \"-25\", \"support\": 25, \"avg_response\": -14.4}, {\"X2\": \"23\", \"support\": 24, \"avg_response\": 7.416666666666667}, {\"X2\": \"24\", \"support\": 24, \"avg_response\": 7.25}, {\"X2\": \"-22\", \"support\": 24, \"avg_response\": 5.5}, {\"X2\": \"26\", \"support\": 24, \"avg_response\": -3.2916666666666665}, {\"X2\": \"-23\", \"support\": 24, \"avg_response\": -9.791666666666666}, {\"X2\": \"-21\", \"support\": 24, \"avg_response\": -18.166666666666668}, {\"X2\": \"31\", \"support\": 22, \"avg_response\": 20.818181818181817}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f64bc9c280a82703/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f64bc9c280a82703/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2d30b5eb97a617c76b447cf3fce788426ca9f3a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f64bc9c280a82703/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:29.974080+00:00", + "ended_at": "2026-05-04T09:50:29.986583+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f64bc9c280a82703", + "problem_id": "v2p_n6_b4b4c5412e701446", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X2.", + "bindings": { + "key_col": "X2", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_f64bc9c280a82703.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f64bc9c280a82703/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f64bc9c280a82703/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f64bc9c280a82703/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1173a2d39c37893e50b041c3885bbb0c605ec4c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X15": "-2", "support": 340, "avg_response": 0.43823529411764706}, {"X15": "2", "support": 323, "avg_response": 0.07739938080495357}, {"X15": "-1", "support": 314, "avg_response": 0.4745222929936306}, {"X15": "-3", "support": 302, "avg_response": 0.22847682119205298}, {"X15": "3", "support": 299, "avg_response": -0.1705685618729097}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cfc61b1539025601408452894491eefa5eabc75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_f714560c0bbd2a05 +-- problem_id: v2p_n6_9b0e77b7a62db869 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X15", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X15" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ffafa1e9d5725710cd272bd362a8b6d19fbc207 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_f714560c0bbd2a05\n-- problem_id: v2p_n6_9b0e77b7a62db869\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X15\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X15\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_f714560c0bbd2a05\\n-- problem_id: v2p_n6_9b0e77b7a62db869\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X15\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X15\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X15\", \"support\", \"avg_response\"], \"rows\": [{\"X15\": \"-2\", \"support\": 340, \"avg_response\": 0.43823529411764706}, {\"X15\": \"2\", \"support\": 323, \"avg_response\": 0.07739938080495357}, {\"X15\": \"-1\", \"support\": 314, \"avg_response\": 0.4745222929936306}, {\"X15\": \"-3\", \"support\": 302, \"avg_response\": 0.22847682119205298}, {\"X15\": \"3\", \"support\": 299, \"avg_response\": -0.1705685618729097}, {\"X15\": \"-4\", \"support\": 294, \"avg_response\": -1.8945578231292517}, {\"X15\": \"-5\", \"support\": 291, \"avg_response\": -0.8487972508591065}, {\"X15\": \"1\", \"support\": 287, \"avg_response\": 0.006968641114982578}, {\"X15\": \"0\", \"support\": 285, \"avg_response\": 1.8596491228070176}, {\"X15\": \"4\", \"support\": 260, \"avg_response\": 1.9730769230769232}, {\"X15\": \"-6\", \"support\": 238, \"avg_response\": -3.407563025210084}, {\"X15\": \"5\", \"support\": 233, \"avg_response\": 1.390557939914163}, {\"X15\": \"-7\", \"support\": 218, \"avg_response\": -2.311926605504587}, {\"X15\": \"-8\", \"support\": 210, \"avg_response\": -2.6}, {\"X15\": \"7\", \"support\": 183, \"avg_response\": 1.6994535519125684}, {\"X15\": \"6\", \"support\": 177, \"avg_response\": 3.1807909604519775}, {\"X15\": \"-9\", \"support\": 171, \"avg_response\": -6.584795321637427}, {\"X15\": \"-10\", \"support\": 170, \"avg_response\": -4.152941176470589}, {\"X15\": \"8\", \"support\": 144, \"avg_response\": 3.8194444444444446}, {\"X15\": \"-12\", \"support\": 127, \"avg_response\": -3.8503937007874014}, {\"X15\": \"-11\", \"support\": 126, \"avg_response\": -3.3015873015873014}, {\"X15\": \"9\", \"support\": 109, \"avg_response\": 5.91743119266055}, {\"X15\": \"10\", \"support\": 91, \"avg_response\": 2.5604395604395602}, {\"X15\": \"-13\", \"support\": 89, \"avg_response\": -9.97752808988764}, {\"X15\": \"11\", \"support\": 84, \"avg_response\": 7.523809523809524}, {\"X15\": \"-14\", \"support\": 80, \"avg_response\": -8.5375}, {\"X15\": \"13\", \"support\": 76, \"avg_response\": 6.078947368421052}, {\"X15\": \"12\", \"support\": 69, \"avg_response\": 3.3768115942028984}, {\"X15\": \"16\", \"support\": 65, \"avg_response\": 2.523076923076923}, {\"X15\": \"-18\", \"support\": 59, \"avg_response\": -11.610169491525424}, {\"X15\": \"-17\", \"support\": 58, \"avg_response\": -5.844827586206897}, {\"X15\": \"14\", \"support\": 57, \"avg_response\": 10.0}, {\"X15\": \"-16\", \"support\": 54, \"avg_response\": -2.3703703703703702}, {\"X15\": \"-15\", \"support\": 53, \"avg_response\": -5.547169811320755}, {\"X15\": \"18\", \"support\": 51, \"avg_response\": 3.9019607843137254}, {\"X15\": \"15\", \"support\": 51, \"avg_response\": 2.1176470588235294}, {\"X15\": \"17\", \"support\": 41, \"avg_response\": 7.7073170731707314}, {\"X15\": \"-19\", \"support\": 41, \"avg_response\": -17.097560975609756}, {\"X15\": \"-21\", \"support\": 37, \"avg_response\": -7.5675675675675675}, {\"X15\": \"-23\", \"support\": 37, \"avg_response\": -14.324324324324325}, {\"X15\": \"19\", \"support\": 35, \"avg_response\": 5.257142857142857}, {\"X15\": \"-20\", \"support\": 35, \"avg_response\": -0.17142857142857143}, {\"X15\": \"21\", \"support\": 34, \"avg_response\": 5.735294117647059}, {\"X15\": \"20\", \"support\": 34, \"avg_response\": 2.8529411764705883}, {\"X15\": \"-22\", \"support\": 32, \"avg_response\": -14.125}, {\"X15\": \"23\", \"support\": 31, \"avg_response\": 5.870967741935484}, {\"X15\": \"22\", \"support\": 28, \"avg_response\": 6.571428571428571}, {\"X15\": \"-24\", \"support\": 27, \"avg_response\": -19.074074074074073}, {\"X15\": \"-25\", \"support\": 22, \"avg_response\": -16.045454545454547}, {\"X15\": \"-26\", \"support\": 20, \"avg_response\": -17.55}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0a5c7145247f821a65760ff248e4628cbeeb799b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.631463+00:00", + "ended_at": "2026-05-04T09:50:30.641905+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f714560c0bbd2a05", + "problem_id": "v2p_n6_9b0e77b7a62db869", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X15.", + "bindings": { + "key_col": "X15", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=55", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 55, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_f714560c0bbd2a05.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f19a9e8906c202fdda573a341b0c65ce2033298b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8870, "bytes_utf8": 8870, "lines": 304, "estimated_tokens": 2779}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 559, "bytes_utf8": 559, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22870, "cached_input_tokens": 22400, "output_tokens": 184}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eacae1e1db378816bc4caa589559fb107370c80a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f7bf2ee261073583", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 22400, + "output_tokens": 184, + "total_tokens": 23054, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 153, + "estimated_total_tokens": 2932, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11679.12, + "sql_execution_elapsed_ms_total": 6.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_f7bf2ee261073583\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9707ad2664e56f2fcaf03dac4be86a172a2e6cc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:10:04.563236+00:00", + "ended_at": "2026-05-04T09:10:16.242215+00:00", + "elapsed_ms": 11679.12, + "prompt_metrics": { + "chars": 8870, + "bytes_utf8": 8870, + "lines": 304, + "estimated_tokens": 2779 + }, + "stdout_metrics": { + "chars": 900, + "bytes_utf8": 900, + "lines": 4, + "estimated_tokens": 267 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13174 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 559, + "bytes_utf8": 559, + "lines": 1, + "estimated_tokens": 153 + }, + "usage": { + "input_tokens": 22870, + "cached_input_tokens": 22400, + "output_tokens": 184 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b3667107ea85f801e0dfca628ca3d4166f885f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X9.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X9", + "band_col": "X9", + "band_cut_1": -4.0, + "band_cut_2": 5.0, + "lower_bound": -4.0, + "upper_bound": 5.0, + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5da46d0c7f95133077e3fbc1310e5eed139d7cf7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df240-78ad-7840-ac19-de85d0cd44f2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X9\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X9\\\" AS REAL) < 5.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X9\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the planned binned numeric group average template with both band_col and measure_col bound to \\\"X9\\\". CAST to REAL was added because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":22400,"output_tokens":184}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b91e57335b7e41ee127a0a2fd58862d4f66f01d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X9\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X9\" AS REAL) < 5.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X9\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the planned binned numeric group average template with both band_col and measure_col bound to \"X9\". CAST to REAL was added because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abda7d62004ff6f312ce41b2205f3b68f5ac8d88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:10:04.814301Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:10:07.166294Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:10:15.336946Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1d03922ee1c6c9cef21c478be9f25a4213201bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X9. +Result preview: [{"band_bucket": "high", "avg_measure": 26.820857558139537}, {"band_bucket": "mid", "avg_measure": -0.06487101669195751}, {"band_bucket": "low", "avg_measure": -33.24004594180705}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..93e80e9c30c4feca7f78e035c49588084a88bc45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_f7bf2ee261073583 +-- problem_id: v2p_n6_466f14687d1c3653 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X9" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X9" AS REAL) < 5.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X9" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3247147f1b74f1289460bf663f5ad6b35121a1de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X9\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X9\" AS REAL) < 5.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X9\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X9\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X9\\\" AS REAL) < 5.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X9\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 26.820857558139537}, {\"band_bucket\": \"mid\", \"avg_measure\": -0.06487101669195751}, {\"band_bucket\": \"low\", \"avg_measure\": -33.24004594180705}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.24}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15f3b825298f51dd0725053d185765240201cd90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:10:04.559482+00:00", + "ended_at": "2026-05-04T09:10:16.278242+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f7bf2ee261073583", + "problem_id": "v2p_n6_466f14687d1c3653", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X9.", + "bindings": { + "measure_col": "X9", + "band_col": "X9", + "band_cut_1": -4.0, + "band_cut_2": 5.0, + "lower_bound": -4.0, + "upper_bound": 5.0, + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_f7bf2ee261073583.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f7bf2ee261073583", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 22400, + "output_tokens": 184, + "total_tokens": 23054, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 153, + "estimated_total_tokens": 2932, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11679.12, + "sql_execution_elapsed_ms_total": 6.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_f7bf2ee261073583\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88e496928bccb0bc3d4894aaa0260469b13167c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7bf2ee261073583/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:10:16.260688+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11679.12, "started_at": "2026-05-04T09:10:04.563236+00:00", "ended_at": "2026-05-04T09:10:16.242215+00:00", "prompt_metrics": {"chars": 8870, "bytes_utf8": 8870, "lines": 304, "estimated_tokens": 2779}, "response_metrics": {"chars": 559, "bytes_utf8": 559, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22870, "cached_input_tokens": 22400, "output_tokens": 184}, "stderr_preview": "2026-05-04T09:10:04.814301Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:10:07.166294Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..06c87cb27b8381b04e9be07d0c770b38849f6283 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X5\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X5\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X5\" IS NOT NULL AND TRIM(\"X5\") <> ''\n),\n\"target_rank\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..733b3cc5dbb146b7f53a4a50374fccbe981469ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df259-c447-7840-9ce4-2d3362a37739"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X5\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X5\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X5\\\" IS NOT NULL AND TRIM(\\\"X5\\\") <> ''\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped percentile template with group_col=\\\"y\\\" and measure_col=\\\"X5\\\". Because SQLite does not support PERCENTILE_CONT, this query uses a nearest-rank 95th percentile approximation via window functions and casts \\\"X5\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":407}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5593b2c8f3bd67e45d16ecdc3c44b627ba72e0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X5\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X5\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X5\" IS NOT NULL AND TRIM(\"X5\") <> ''\n),\n\"target_rank\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned grouped percentile template with group_col=\"y\" and measure_col=\"X5\". Because SQLite does not support PERCENTILE_CONT, this query uses a nearest-rank 95th percentile approximation via window functions and casts \"X5\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8055869d199130774c54e695f13d9c72e8e6e38d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25a-0947-7b10-a022-e7b6162d4a16"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X5\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X5\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X5\\\" IS NOT NULL AND TRIM(\\\"X5\\\") <> ''\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL(0.95 * cnt) with an SQLite-safe integer expression for ceil(95*cnt/100): CAST(((95 * cnt) + 99) / 100 AS INTEGER).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23025,"cached_input_tokens":21888,"output_tokens":512}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d2a5df9c36851f5f7222d1f6ad7c1e721b25b6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X5\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X5\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X5\" IS NOT NULL AND TRIM(\"X5\") <> ''\n),\n\"target_rank\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL(0.95 * cnt) with an SQLite-safe integer expression for ceil(95*cnt/100): CAST(((95 * cnt) + 99) / 100 AS INTEGER)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49b812e424ff7993bbc233d311405d0bf4551fde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:37:42.534036Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:37:45.069092Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:37:59.143462Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8e664f754cb8bfd6fb236157870a5a452c749aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:38:00.218174Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:38:02.821450Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:38:17.717262Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..73ce4684f93511a659732bed1d8d2ddbab9d0a14 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X5. +Result preview: [{"y": "0", "percentile_measure": 99.0}, {"y": "1", "percentile_measure": 40.0}, {"y": "3", "percentile_measure": 25.0}, {"y": "2", "percentile_measure": 18.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f52d714746de177b193dc8e96b07153f54583d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_f7ee297425de44b5 +-- problem_id: v2p_n6_fe8fbb2feb6b44cd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X5" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X5" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X5" IS NOT NULL AND TRIM("X5") <> '' +), +"target_rank" AS ( + SELECT + "y", + "measure_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "target_rank" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2072a354187658cbaaf82e9d1b260d465b1ca54d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X5\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X5\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X5\" IS NOT NULL AND TRIM(\"X5\") <> ''\n),\n\"target_rank\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X5\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X5\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X5\\\" IS NOT NULL AND TRIM(\\\"X5\\\") <> ''\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 99.0}, {\"y\": \"1\", \"percentile_measure\": 40.0}, {\"y\": \"3\", \"percentile_measure\": 25.0}, {\"y\": \"2\", \"percentile_measure\": 18.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 32.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2e3405df0c7c90d7e93137bce879da79395d10da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:37:42.297459+00:00", + "ended_at": "2026-05-04T09:38:18.565950+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f7ee297425de44b5", + "problem_id": "v2p_n6_fe8fbb2feb6b44cd", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_f7ee297425de44b5.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f7ee297425de44b5", + "api_calls": 0, + "input_tokens": 45792, + "cached_input_tokens": 43776, + "output_tokens": 919, + "total_tokens": 46711, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5610, + "estimated_output_tokens": 568, + "estimated_total_tokens": 6178, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36177.15, + "sql_execution_elapsed_ms_total": 32.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_f7ee297425de44b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9adf13745b41b337001d1db17f42808d464e7dc5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:37:59.937761+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17617.41, "started_at": "2026-05-04T09:37:42.300478+00:00", "ended_at": "2026-05-04T09:37:59.916526+00:00", "prompt_metrics": {"chars": 8599, "bytes_utf8": 8599, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 952, "bytes_utf8": 952, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 407}, "stderr_preview": "2026-05-04T09:37:42.534036Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:37:45.069092Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped percentile template with group_col=\\\"y\\\" and measure_col=\\\"X5\\\". Because SQLite does not support PERCENTILE_CONT, this query uses a nearest-rank 95th percentile approximation via window functions and casts \\\"X5\\\" from TEXT to REAL.\"}"} +{"timestamp": "2026-05-04T09:37:59.940420+00:00", "event_type": "sqlite_query_error", "engine": "v2-cli:codex", "attempt": 1, "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X5\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X5\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X5\" IS NOT NULL AND TRIM(\"X5\") <> ''\n),\n\"target_rank\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "error": "no such function: CEIL"} +{"timestamp": "2026-05-04T09:38:18.520116+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18559.74, "started_at": "2026-05-04T09:37:59.943708+00:00", "ended_at": "2026-05-04T09:38:18.503199+00:00", "prompt_metrics": {"chars": 9421, "bytes_utf8": 9421, "lines": 304, "estimated_tokens": 2934}, "response_metrics": {"chars": 864, "bytes_utf8": 864, "lines": 1, "estimated_tokens": 282}, "usage": {"input_tokens": 23025, "cached_input_tokens": 21888, "output_tokens": 512}, "stderr_preview": "2026-05-04T09:38:00.218174Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:38:02.821450Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL(0.95 * cnt) with an SQLite-safe integer expression for ceil(95*cnt/100): CAST(((95 * cnt) + 99) / 100 AS INTEGER).\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0a6812d4122156cbf19929e82ce95f9c650f5589 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f7ee297425de44b5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f7ee297425de44b5", + "api_calls": 0, + "input_tokens": 45792, + "cached_input_tokens": 43776, + "output_tokens": 919, + "total_tokens": 46711, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5610, + "estimated_output_tokens": 568, + "estimated_total_tokens": 6178, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36177.15, + "sql_execution_elapsed_ms_total": 32.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_f7ee297425de44b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..33c656d8b621357de2e0472c211bea14d7d8ab5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X9": "-1", "support": 350, "avg_response": -1.4942857142857142}, {"X9": "-2", "support": 341, "avg_response": -0.3255131964809384}, {"X9": "1", "support": 299, "avg_response": 0.08361204013377926}, {"X9": "2", "support": 299, "avg_response": -0.030100334448160536}, {"X9": "0", "support": 288, "avg_response": 0.8333333333333334}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..49cf5837f0074c8d53f1b8358bc9e218efd0950f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_f864f0197a82ffcf +-- problem_id: v2p_n6_444db45536572158 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X9", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f789de85ec70b4e209c7794b069386c70e794310 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_f864f0197a82ffcf\n-- problem_id: v2p_n6_444db45536572158\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X9\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_f864f0197a82ffcf\\n-- problem_id: v2p_n6_444db45536572158\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X9\", \"support\", \"avg_response\"], \"rows\": [{\"X9\": \"-1\", \"support\": 350, \"avg_response\": -1.4942857142857142}, {\"X9\": \"-2\", \"support\": 341, \"avg_response\": -0.3255131964809384}, {\"X9\": \"1\", \"support\": 299, \"avg_response\": 0.08361204013377926}, {\"X9\": \"2\", \"support\": 299, \"avg_response\": -0.030100334448160536}, {\"X9\": \"0\", \"support\": 288, \"avg_response\": 0.8333333333333334}, {\"X9\": \"5\", \"support\": 271, \"avg_response\": 1.2952029520295203}, {\"X9\": \"-3\", \"support\": 271, \"avg_response\": -0.17712177121771217}, {\"X9\": \"-4\", \"support\": 264, \"avg_response\": -1.5378787878787878}, {\"X9\": \"3\", \"support\": 263, \"avg_response\": 1.5399239543726235}, {\"X9\": \"4\", \"support\": 261, \"avg_response\": 1.4942528735632183}, {\"X9\": \"-5\", \"support\": 254, \"avg_response\": -1.889763779527559}, {\"X9\": \"-6\", \"support\": 208, \"avg_response\": -2.293269230769231}, {\"X9\": \"6\", \"support\": 194, \"avg_response\": 3.479381443298969}, {\"X9\": \"7\", \"support\": 177, \"avg_response\": 3.2711864406779663}, {\"X9\": \"-7\", \"support\": 152, \"avg_response\": -3.8552631578947367}, {\"X9\": \"8\", \"support\": 148, \"avg_response\": 3.189189189189189}, {\"X9\": \"-8\", \"support\": 146, \"avg_response\": -0.1095890410958904}, {\"X9\": \"9\", \"support\": 124, \"avg_response\": 4.483870967741935}, {\"X9\": \"-9\", \"support\": 120, \"avg_response\": -2.95}, {\"X9\": \"-10\", \"support\": 120, \"avg_response\": -5.775}, {\"X9\": \"10\", \"support\": 119, \"avg_response\": 4.92436974789916}, {\"X9\": \"-11\", \"support\": 106, \"avg_response\": -1.8679245283018868}, {\"X9\": \"12\", \"support\": 104, \"avg_response\": -0.9134615384615384}, {\"X9\": \"11\", \"support\": 85, \"avg_response\": 1.7058823529411764}, {\"X9\": \"14\", \"support\": 70, \"avg_response\": 4.185714285714286}, {\"X9\": \"-13\", \"support\": 70, \"avg_response\": -7.985714285714286}, {\"X9\": \"15\", \"support\": 69, \"avg_response\": 10.028985507246377}, {\"X9\": \"13\", \"support\": 68, \"avg_response\": 4.4411764705882355}, {\"X9\": \"16\", \"support\": 66, \"avg_response\": 6.257575757575758}, {\"X9\": \"18\", \"support\": 65, \"avg_response\": 5.938461538461539}, {\"X9\": \"17\", \"support\": 64, \"avg_response\": 14.046875}, {\"X9\": \"-12\", \"support\": 59, \"avg_response\": -13.203389830508474}, {\"X9\": \"20\", \"support\": 54, \"avg_response\": 6.0}, {\"X9\": \"-14\", \"support\": 53, \"avg_response\": -13.69811320754717}, {\"X9\": \"-16\", \"support\": 50, \"avg_response\": -10.22}, {\"X9\": \"22\", \"support\": 49, \"avg_response\": 16.775510204081634}, {\"X9\": \"-17\", \"support\": 49, \"avg_response\": -11.857142857142858}, {\"X9\": \"19\", \"support\": 46, \"avg_response\": 9.08695652173913}, {\"X9\": \"-18\", \"support\": 46, \"avg_response\": -3.391304347826087}, {\"X9\": \"-19\", \"support\": 46, \"avg_response\": -7.326086956521739}, {\"X9\": \"-15\", \"support\": 44, \"avg_response\": -10.568181818181818}, {\"X9\": \"24\", \"support\": 37, \"avg_response\": 0.6216216216216216}, {\"X9\": \"21\", \"support\": 35, \"avg_response\": 8.885714285714286}, {\"X9\": \"-21\", \"support\": 34, \"avg_response\": -8.058823529411764}, {\"X9\": \"-22\", \"support\": 32, \"avg_response\": -10.125}, {\"X9\": \"23\", \"support\": 30, \"avg_response\": 5.4}, {\"X9\": \"30\", \"support\": 29, \"avg_response\": 18.103448275862068}, {\"X9\": \"-23\", \"support\": 27, \"avg_response\": -16.74074074074074}, {\"X9\": \"25\", \"support\": 26, \"avg_response\": 17.153846153846153}, {\"X9\": \"26\", \"support\": 25, \"avg_response\": 10.96}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.17}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ad6b613fed09223b23f50ec82222261abb56c345 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:50:30.269792+00:00", + "ended_at": "2026-05-04T09:50:30.279996+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f864f0197a82ffcf", + "problem_id": "v2p_n6_444db45536572158", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X9.", + "bindings": { + "key_col": "X9", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=29", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 29, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_f864f0197a82ffcf.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..778ed03fe7dd42856e230401d2ade1d171f69779 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8904, "bytes_utf8": 8904, "lines": 305, "estimated_tokens": 2748}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1275, "bytes_utf8": 1275, "lines": 1, "estimated_tokens": 394}, "usage": {"input_tokens": 22839, "cached_input_tokens": 19840, "output_tokens": 909}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..95784ff519165cf2b1ff5bd3446bd39a32b7eea4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f8abae38df65a8e1", + "api_calls": 0, + "input_tokens": 22839, + "cached_input_tokens": 19840, + "output_tokens": 909, + "total_tokens": 23748, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2748, + "estimated_output_tokens": 394, + "estimated_total_tokens": 3142, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24504.78, + "sql_execution_elapsed_ms_total": 12.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_f8abae38df65a8e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..645e1f77710859fd752e35a244fa7963f643d8e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:19:22.700399+00:00", + "ended_at": "2026-05-04T09:19:47.205432+00:00", + "elapsed_ms": 24504.78, + "prompt_metrics": { + "chars": 8904, + "bytes_utf8": 8904, + "lines": 305, + "estimated_tokens": 2748 + }, + "stdout_metrics": { + "chars": 1767, + "bytes_utf8": 1767, + "lines": 4, + "estimated_tokens": 604 + }, + "stderr_metrics": { + "chars": 11426, + "bytes_utf8": 11426, + "lines": 29, + "estimated_tokens": 6447 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1275, + "bytes_utf8": 1275, + "lines": 1, + "estimated_tokens": 394 + }, + "usage": { + "input_tokens": 22839, + "cached_input_tokens": 19840, + "output_tokens": 909 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ff0c0ed0389658ba5cc8f8c0b7fe44541c4c2df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12, condition_col=y.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b9c29833d4aebd7120121f2230d940b043d0765 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-fcd0-7912-9a37-41ba3c4c54ea"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\" AS \\\"group_value\\\",\\n CAST(\\\"X12\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X12\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '0'\\n),\\n\\\"pctl\\\" AS (\\n SELECT\\n \\\"group_value\\\" AS \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_value\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((\\\"cnt\\\" * 0.9) + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"groups\\\".\\\"y\\\",\\n \\\"pctl\\\".\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n) AS \\\"groups\\\"\\nLEFT JOIN \\\"pctl\\\"\\n ON \\\"groups\\\".\\\"y\\\" = \\\"pctl\\\".\\\"y\\\"\\n AND \\\"pctl\\\".\\\"pick_rn\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 0.9 quantile with window functions over CAST(\\\"X12\\\" AS REAL). Because group_col and condition_col are both \\\"y\\\" with condition_value '0', only group '0' will have a non-NULL conditional percentile; other groups are retained with NULL via LEFT JOIN.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22839,"cached_input_tokens":19840,"output_tokens":909}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3299b4f6b2089a0ea7793c8a24706f889b0c35a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"y\" AS \"group_value\",\n CAST(\"X12\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X12\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" = '0'\n),\n\"pctl\" AS (\n SELECT\n \"group_value\" AS \"y\",\n \"measure_value\" AS \"conditional_percentile\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_value\"\n ORDER BY \"rn\"\n ) AS \"pick_rn\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((\"cnt\" * 0.9) + 0.999999999 AS INTEGER)\n)\nSELECT\n \"groups\".\"y\",\n \"pctl\".\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n) AS \"groups\"\nLEFT JOIN \"pctl\"\n ON \"groups\".\"y\" = \"pctl\".\"y\"\n AND \"pctl\".\"pick_rn\" = 1\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the 0.9 quantile with window functions over CAST(\"X12\" AS REAL). Because group_col and condition_col are both \"y\" with condition_value '0', only group '0' will have a non-NULL conditional percentile; other groups are retained with NULL via LEFT JOIN."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a4e2a1731da8f78f52b900970c5debfa3965256 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T09:19:22.886019Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:19:25.232572Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa93e441372f42d8e125119256119db48da7c041 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12, condition_col=y. +Result preview: [{"y": "0", "conditional_percentile": 74.0}, {"y": "1", "conditional_percentile": null}, {"y": "2", "conditional_percentile": null}, {"y": "3", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a92068f7fa1c0f55871b5e73faddfbcd4e495d74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/generated_sql.sql @@ -0,0 +1,49 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_f8abae38df65a8e1 +-- problem_id: v2p_n6_c2de10cdbb847cd0 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y" AS "group_value", + CAST("X12" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X12" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "y" = '0' +), +"pctl" AS ( + SELECT + "group_value" AS "y", + "measure_value" AS "conditional_percentile", + ROW_NUMBER() OVER ( + PARTITION BY "group_value" + ORDER BY "rn" + ) AS "pick_rn" + FROM "ranked" + WHERE "rn" >= CAST(("cnt" * 0.9) + 0.999999999 AS INTEGER) +) +SELECT + "groups"."y", + "pctl"."conditional_percentile" +FROM ( + SELECT DISTINCT "y" + FROM "n6" +) AS "groups" +LEFT JOIN "pctl" + ON "groups"."y" = "pctl"."y" + AND "pctl"."pick_rn" = 1 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9c91587f22121c43deb7cd840c5b819a11a186e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"y\" AS \"group_value\",\n CAST(\"X12\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X12\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" = '0'\n),\n\"pctl\" AS (\n SELECT\n \"group_value\" AS \"y\",\n \"measure_value\" AS \"conditional_percentile\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_value\"\n ORDER BY \"rn\"\n ) AS \"pick_rn\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((\"cnt\" * 0.9) + 0.999999999 AS INTEGER)\n)\nSELECT\n \"groups\".\"y\",\n \"pctl\".\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"y\"\n FROM \"n6\"\n) AS \"groups\"\nLEFT JOIN \"pctl\"\n ON \"groups\".\"y\" = \"pctl\".\"y\"\n AND \"pctl\".\"pick_rn\" = 1\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\" AS \\\"group_value\\\",\\n CAST(\\\"X12\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X12\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" = '0'\\n),\\n\\\"pctl\\\" AS (\\n SELECT\\n \\\"group_value\\\" AS \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_value\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((\\\"cnt\\\" * 0.9) + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"groups\\\".\\\"y\\\",\\n \\\"pctl\\\".\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n) AS \\\"groups\\\"\\nLEFT JOIN \\\"pctl\\\"\\n ON \\\"groups\\\".\\\"y\\\" = \\\"pctl\\\".\\\"y\\\"\\n AND \\\"pctl\\\".\\\"pick_rn\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"y\", \"conditional_percentile\"], \"rows\": [{\"y\": \"0\", \"conditional_percentile\": 74.0}, {\"y\": \"1\", \"conditional_percentile\": null}, {\"y\": \"2\", \"conditional_percentile\": null}, {\"y\": \"3\", \"conditional_percentile\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0010a7515e701022d9598cde04cb68e248619a48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:19:22.697660+00:00", + "ended_at": "2026-05-04T09:19:47.244101+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f8abae38df65a8e1", + "problem_id": "v2p_n6_c2de10cdbb847cd0", + "dataset_id": "n6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12, condition_col=y.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "condition_col": "y", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_f8abae38df65a8e1.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f8abae38df65a8e1", + "api_calls": 0, + "input_tokens": 22839, + "cached_input_tokens": 19840, + "output_tokens": 909, + "total_tokens": 23748, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2748, + "estimated_output_tokens": 394, + "estimated_total_tokens": 3142, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24504.78, + "sql_execution_elapsed_ms_total": 12.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_f8abae38df65a8e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31968b5f93606721b8c2e20443a93f0b34a08cdd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:47.222829+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24504.78, "started_at": "2026-05-04T09:19:22.700399+00:00", "ended_at": "2026-05-04T09:19:47.205432+00:00", "prompt_metrics": {"chars": 8904, "bytes_utf8": 8904, "lines": 305, "estimated_tokens": 2748}, "response_metrics": {"chars": 1275, "bytes_utf8": 1275, "lines": 1, "estimated_tokens": 394}, "usage": {"input_tokens": 22839, "cached_input_tokens": 19840, "output_tokens": 909}, "stderr_preview": "2026-05-04T09:19:22.886019Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:19:25.232572Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((\\\"cnt\\\" * 0.9) + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"groups\\\".\\\"y\\\",\\n \\\"pctl\\\".\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"y\\\"\\n FROM \\\"n6\\\"\\n) AS \\\"groups\\\"\\nLEFT JOIN \\\"pctl\\\"\\n ON \\\"groups\\\".\\\"y\\\" = \\\"pctl\\\".\\\"y\\\"\\n AND \\\"pctl\\\".\\\"pick_rn\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..601913eda1cfbc8d06d57c51fd2156d340283add --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f8abae38df65a8e1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f8abae38df65a8e1", + "api_calls": 0, + "input_tokens": 22839, + "cached_input_tokens": 19840, + "output_tokens": 909, + "total_tokens": 23748, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2748, + "estimated_output_tokens": 394, + "estimated_total_tokens": 3142, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24504.78, + "sql_execution_elapsed_ms_total": 12.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_f8abae38df65a8e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9079823d18ba4c20b0daa19e702ef4c9140e55a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8589, "bytes_utf8": 8589, "lines": 300, "estimated_tokens": 2683}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e69dedb039ba6a81486e122caefef5d1d3a7777c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f9574a03383c1fa3", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 160, + "total_tokens": 22932, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13656.39, + "sql_execution_elapsed_ms_total": 5.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_f9574a03383c1fa3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ba24219daad66163626d421810d58827a436c0cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:46:39.965175+00:00", + "ended_at": "2026-05-04T09:46:53.621896+00:00", + "elapsed_ms": 13656.39, + "prompt_metrics": { + "chars": 8589, + "bytes_utf8": 8589, + "lines": 300, + "estimated_tokens": 2683 + }, + "stdout_metrics": { + "chars": 780, + "bytes_utf8": 780, + "lines": 4, + "estimated_tokens": 232 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 446, + "bytes_utf8": 446, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 160 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ec1770a2fec0c207bc84570bf2a70e8bb3aaab4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X13.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b09231025337d3e6f27a6d06bc47214c627f98f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df261-f869-7563-a62f-623ace0d3a2a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X13\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X13\\\" AS REAL)) > 10.0\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X13\\\". CAST was added because the schema stores \\\"X13\\\" as TEXT, while the template requires numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22772,"cached_input_tokens":21888,"output_tokens":160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab0eb49f2b89f5b53bd38c222897a75fa0d56f16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X13\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X13\" AS REAL)) > 10.0\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X13\". CAST was added because the schema stores \"X13\" as TEXT, while the template requires numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e667c7820bf60e5ee2168f574d701a7f5b11f8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:46:40.167723Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:46:42.717683Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:46:52.852771Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..92a73f500d64ad8075ad3695104608f256e6db7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X13. +Result preview: [{"y": "1", "total_measure": 11092.0}, {"y": "3", "total_measure": 959.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd035129cfbe83ad9b22d430bc3e8c22bfce08c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_f9574a03383c1fa3 +-- problem_id: v2p_n6_fd37cb082151fc4e +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X13" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X13" AS REAL)) > 10.0 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d1a972d6af638406bc45c0ba03422703a0d9c73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X13\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X13\" AS REAL)) > 10.0\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X13\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X13\\\" AS REAL)) > 10.0\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 11092.0}, {\"y\": \"3\", \"total_measure\": 959.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ab4bed1a82aa82b3a16960a817407b1135bf16a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:46:39.962399+00:00", + "ended_at": "2026-05-04T09:46:53.661251+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f9574a03383c1fa3", + "problem_id": "v2p_n6_fd37cb082151fc4e", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X13.", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_f9574a03383c1fa3.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f9574a03383c1fa3", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 160, + "total_tokens": 22932, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13656.39, + "sql_execution_elapsed_ms_total": 5.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_f9574a03383c1fa3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75aa8fcbcad82670b7c9e82438f7237341fdc691 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:46:53.647010+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13656.39, "started_at": "2026-05-04T09:46:39.965175+00:00", "ended_at": "2026-05-04T09:46:53.621896+00:00", "prompt_metrics": {"chars": 8589, "bytes_utf8": 8589, "lines": 300, "estimated_tokens": 2683}, "response_metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 160}, "stderr_preview": "2026-05-04T09:46:40.167723Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:46:42.717683Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 10.0\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X13\\\". CAST was added because the schema stores \\\"X13\\\" as TEXT, while the template requires numeric aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b7c6386fceb0e93c603d886f0652e9ef0a1ef309 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_f9574a03383c1fa3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f9574a03383c1fa3", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 160, + "total_tokens": 22932, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13656.39, + "sql_execution_elapsed_ms_total": 5.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_f9574a03383c1fa3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96964ea7888f92db90886ddd98018c3078d3efc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 948, "bytes_utf8": 948, "lines": 1, "estimated_tokens": 305}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 514}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..615a5f90d8fb5532fcbfc9df55b1579764a5ce26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_fd77e50b4a3d06b2", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 514, + "total_tokens": 23281, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 305, + "estimated_total_tokens": 2981, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19086.29, + "sql_execution_elapsed_ms_total": 29.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_fd77e50b4a3d06b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fee7db97b4369ccf461754358236099320a8fcf6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:41:39.844436+00:00", + "ended_at": "2026-05-04T09:41:58.930315+00:00", + "elapsed_ms": 19086.29, + "prompt_metrics": { + "chars": 8598, + "bytes_utf8": 8598, + "lines": 300, + "estimated_tokens": 2676 + }, + "stdout_metrics": { + "chars": 1398, + "bytes_utf8": 1398, + "lines": 4, + "estimated_tokens": 486 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13195 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 948, + "bytes_utf8": 948, + "lines": 1, + "estimated_tokens": 305 + }, + "usage": { + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 514 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99d084417eb9e61767238d9850c852b980cad089 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48dccbcde2878ae3eb2cf208b4f5893f7d710365 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25d-6414-75a3-adb6-9ee9749a042d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X9\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X9\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X9\\\" IS NOT NULL AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"thresholded\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) + CASE\\n WHEN (0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group on CAST(\\\"X9\\\" AS REAL), grouped by \\\"y\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":514}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..782710860d59c241912615f285339ce57b5b7525 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X9\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X9\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X9\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"thresholded\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST((0.9 * \"cnt\") AS INTEGER) + CASE\n WHEN (0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"thresholded\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group on CAST(\"X9\" AS REAL), grouped by \"y\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c2271e56a5ba4cbc374d8ffd056828afaf14470 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:41:40.048691Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:41:42.404483Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:41:58.106645Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d39919b9f31217ada39ad9996ef5b0303f596b23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "0", "percentile_measure": 75.0}, {"y": "1", "percentile_measure": 26.0}, {"y": "2", "percentile_measure": 12.0}, {"y": "3", "percentile_measure": 10.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa7c1a75a3896d0e5725a001109d65b3da5a64e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_fd77e50b4a3d06b2 +-- problem_id: v2p_n6_be3c646dd54ea28b +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X9" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X9" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X9" IS NOT NULL AND "y" IS NOT NULL +), +"thresholded" AS ( + SELECT + "y", + "measure_value", + "rn", + "cnt", + CAST((0.9 * "cnt") AS INTEGER) + CASE + WHEN (0.9 * "cnt") > CAST((0.9 * "cnt") AS INTEGER) THEN 1 + ELSE 0 + END AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "thresholded" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80ea7d1f014ab8c5deab1103df43ec614445d4ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X9\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X9\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X9\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"thresholded\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST((0.9 * \"cnt\") AS INTEGER) + CASE\n WHEN (0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"thresholded\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X9\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X9\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X9\\\" IS NOT NULL AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"thresholded\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) + CASE\\n WHEN (0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 75.0}, {\"y\": \"1\", \"percentile_measure\": 26.0}, {\"y\": \"2\", \"percentile_measure\": 12.0}, {\"y\": \"3\", \"percentile_measure\": 10.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0e2d84020717cfc1d0a10520a5321f681764bc44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:41:39.838592+00:00", + "ended_at": "2026-05-04T09:41:58.989537+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_fd77e50b4a3d06b2", + "problem_id": "v2p_n6_be3c646dd54ea28b", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_fd77e50b4a3d06b2.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_fd77e50b4a3d06b2", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 514, + "total_tokens": 23281, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 305, + "estimated_total_tokens": 2981, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19086.29, + "sql_execution_elapsed_ms_total": 29.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_fd77e50b4a3d06b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..987f610cea869e278838d13f8fac06cd0c63f7d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:41:58.951414+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19086.29, "started_at": "2026-05-04T09:41:39.844436+00:00", "ended_at": "2026-05-04T09:41:58.930315+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 948, "bytes_utf8": 948, "lines": 1, "estimated_tokens": 305}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 514}, "stderr_preview": "2026-05-04T09:41:40.048691Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:41:42.404483Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group on CAST(\\\"X9\\\" AS REAL), grouped by \\\"y\\\".\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b83fe1fa5c4c1246fd9e581a040b232372ae88d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_fd77e50b4a3d06b2", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 514, + "total_tokens": 23281, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 305, + "estimated_total_tokens": 2981, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19086.29, + "sql_execution_elapsed_ms_total": 29.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_fd77e50b4a3d06b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4921dd9ee0a15d9683c8f0128d2d61867ff04ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8611, "bytes_utf8": 8611, "lines": 302, "estimated_tokens": 2688}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22777, "cached_input_tokens": 21888, "output_tokens": 170}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6be5f9af1df09061eb91ca27b3561d6fec06603f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_fdc0fb80dfa9e9d6", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 22947, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12740.8, + "sql_execution_elapsed_ms_total": 2.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_fdc0fb80dfa9e9d6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..be29a96b0577f86b5a838de223951c90c4e83d6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:21:56.714588+00:00", + "ended_at": "2026-05-04T09:22:09.455201+00:00", + "elapsed_ms": 12740.8, + "prompt_metrics": { + "chars": 8611, + "bytes_utf8": 8611, + "lines": 302, + "estimated_tokens": 2688 + }, + "stdout_metrics": { + "chars": 756, + "bytes_utf8": 756, + "lines": 4, + "estimated_tokens": 223 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13190 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 426, + "bytes_utf8": 426, + "lines": 1, + "estimated_tokens": 113 + }, + "usage": { + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 170 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36040e5f6df548f00e16b9e17218ad3ebb66d7bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X7", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e21f8fc0755284461a39e62b9414d5d1e0764bf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-5694-7d72-97d4-e6cb63b01b11"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X7\\\" AS REAL) >= 6.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the planned Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X7\\\". CAST(\\\"X7\\\" AS REAL) ensures numeric comparison because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22777,"cached_input_tokens":21888,"output_tokens":170}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49cfb1cb3b705c38fa4a44ef92850548eadc9c54 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X7\" AS REAL) >= 6.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the planned Filtered Top-k Group Count template with group_col bound to \"y\" and predicate_col bound to \"X7\". CAST(\"X7\" AS REAL) ensures numeric comparison because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6a7673c9cbcf1661abbe059a089192dc6c83efc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:56.948531Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:59.265678Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:08.590252Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8a648340d8d6e2251062efe71ed8d35d1df6a9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "0", "support": 789}, {"y": "1", "support": 607}, {"y": "3", "support": 431}, {"y": "2", "support": 245}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..89d07a49c068e276c7282d28ad6cf9f2cefbc28e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_fdc0fb80dfa9e9d6 +-- problem_id: v2p_n6_60a3f6d898506116 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X7" AS REAL) >= 6.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a0d72a37b80db9e03c356b1264adc940edc9d790 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X7\" AS REAL) >= 6.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X7\\\" AS REAL) >= 6.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 789}, {\"y\": \"1\", \"support\": 607}, {\"y\": \"3\", \"support\": 431}, {\"y\": \"2\", \"support\": 245}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.81}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..66adc7841ca947efdcc75a1df2b183440870c1be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:21:56.710707+00:00", + "ended_at": "2026-05-04T09:22:09.485822+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_fdc0fb80dfa9e9d6", + "problem_id": "v2p_n6_60a3f6d898506116", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X7", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_fdc0fb80dfa9e9d6.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_fdc0fb80dfa9e9d6", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 22947, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12740.8, + "sql_execution_elapsed_ms_total": 2.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_fdc0fb80dfa9e9d6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e934bbbfa67d6ca6fb5cb47288919e8702ab499 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:09.475297+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12740.8, "started_at": "2026-05-04T09:21:56.714588+00:00", "ended_at": "2026-05-04T09:22:09.455201+00:00", "prompt_metrics": {"chars": 8611, "bytes_utf8": 8611, "lines": 302, "estimated_tokens": 2688}, "response_metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22777, "cached_input_tokens": 21888, "output_tokens": 170}, "stderr_preview": "2026-05-04T09:21:56.948531Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:59.265678Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 6.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the planned Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X7\\\". CAST(\\\"X7\\\" AS REAL) ensures numeric comparison because the schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b626c7e91058a2344110175d06d1fb43cc7c87c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fdc0fb80dfa9e9d6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_fdc0fb80dfa9e9d6", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 22947, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12740.8, + "sql_execution_elapsed_ms_total": 2.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_fdc0fb80dfa9e9d6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c22214c27904caa4646484318176cf11b8c9436 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8706, "bytes_utf8": 8706, "lines": 302, "estimated_tokens": 2714}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22803, "cached_input_tokens": 19840, "output_tokens": 199}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f83629e8dfd09e05113edae2582b3a257576af18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_fec48d7e3327db2c", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 19840, + "output_tokens": 199, + "total_tokens": 23002, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12439.34, + "sql_execution_elapsed_ms_total": 13.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_fec48d7e3327db2c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b75e01c3594023ebd9cff04248e4f93feba59cfc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:24:58.029870+00:00", + "ended_at": "2026-05-04T09:25:10.469259+00:00", + "elapsed_ms": 12439.34, + "prompt_metrics": { + "chars": 8706, + "bytes_utf8": 8706, + "lines": 302, + "estimated_tokens": 2714 + }, + "stdout_metrics": { + "chars": 865, + "bytes_utf8": 865, + "lines": 4, + "estimated_tokens": 264 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13166 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 509, + "bytes_utf8": 509, + "lines": 1, + "estimated_tokens": 139 + }, + "usage": { + "input_tokens": 22803, + "cached_input_tokens": 19840, + "output_tokens": 199 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9b3052c1f83e8b0b03fe69dbc3134c8540b8022 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "entity_col": "X1", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..709f8a1413d965187cccc7138b6f221e081f2447 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-1afa-7bc1-abc8-63017f67a02a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CAST(\\\"X1\\\" AS REAL)) AS \\\"avg_measure\\\",\\n COUNT(DISTINCT \\\"X1\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 19;\",\"notes\":\"Used the planned Grouped Summary Top-k template with group_col=\\\"y\\\", measure_col=\\\"X1\\\", entity_col=\\\"X1\\\", and LIMIT 19. Cast \\\"X1\\\" to REAL for SQLite-safe numeric averaging because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22803,"cached_input_tokens":19840,"output_tokens":199}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..500bf51d15486e3e8ee82f30b7c9251886b84e0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS \"support\",\n AVG(CAST(\"X1\" AS REAL)) AS \"avg_measure\",\n COUNT(DISTINCT \"X1\") AS \"distinct_entities\"\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY \"support\" DESC\nLIMIT 19;","notes":"Used the planned Grouped Summary Top-k template with group_col=\"y\", measure_col=\"X1\", entity_col=\"X1\", and LIMIT 19. Cast \"X1\" to REAL for SQLite-safe numeric averaging because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae406e83893f52cf9221dd2f9e582a1b474e3302 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:58.350365Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:25:00.753651Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:25:09.662765Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe34edb4b55c4a1014703938c42d779f23585d93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X1. +Result preview: [{"y": "3", "support": 2000, "avg_measure": 0.5815, "distinct_entities": 73}, {"y": "2", "support": 2000, "avg_measure": -0.738, "distinct_entities": 75}, {"y": "1", "support": 2000, "avg_measure": 7.0595, "distinct_entities": 115}, {"y": "0", "support": 2000, "avg_measure": -12.8645, "distinct_entities": 333}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..90c117d742e4bb2d2e3c2c9187300fdf1876bcb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_fec48d7e3327db2c +-- problem_id: v2p_n6_9616165f2b3140a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS "support", + AVG(CAST("X1" AS REAL)) AS "avg_measure", + COUNT(DISTINCT "X1") AS "distinct_entities" +FROM "n6" +GROUP BY "y" +ORDER BY "support" DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa8c0efe954596004b346b7b95460f2892b15628 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"y\",\n COUNT(*) AS \"support\",\n AVG(CAST(\"X1\" AS REAL)) AS \"avg_measure\",\n COUNT(DISTINCT \"X1\") AS \"distinct_entities\"\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY \"support\" DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"y\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CAST(\\\"X1\\\" AS REAL)) AS \\\"avg_measure\\\",\\n COUNT(DISTINCT \\\"X1\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 19;\", \"columns\": [\"y\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"y\": \"3\", \"support\": 2000, \"avg_measure\": 0.5815, \"distinct_entities\": 73}, {\"y\": \"2\", \"support\": 2000, \"avg_measure\": -0.738, \"distinct_entities\": 75}, {\"y\": \"1\", \"support\": 2000, \"avg_measure\": 7.0595, \"distinct_entities\": 115}, {\"y\": \"0\", \"support\": 2000, \"avg_measure\": -12.8645, \"distinct_entities\": 333}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc3f17f5316a7c5ebb5abc43e1c8daaa125e3c5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:24:58.027421+00:00", + "ended_at": "2026-05-04T09:25:10.523804+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_fec48d7e3327db2c", + "problem_id": "v2p_n6_9616165f2b3140a2", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X1.", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "entity_col": "X1", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_fec48d7e3327db2c.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_fec48d7e3327db2c", + "api_calls": 0, + "input_tokens": 22803, + "cached_input_tokens": 19840, + "output_tokens": 199, + "total_tokens": 23002, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2714, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12439.34, + "sql_execution_elapsed_ms_total": 13.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_fec48d7e3327db2c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f0785bdb407d1b6d07b267c7cf5f49f2b2449542 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_fec48d7e3327db2c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:25:10.499118+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12439.34, "started_at": "2026-05-04T09:24:58.029870+00:00", "ended_at": "2026-05-04T09:25:10.469259+00:00", "prompt_metrics": {"chars": 8706, "bytes_utf8": 8706, "lines": 302, "estimated_tokens": 2714}, "response_metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22803, "cached_input_tokens": 19840, "output_tokens": 199}, "stderr_preview": "2026-05-04T09:24:58.350365Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:25:00.753651Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..328e5f9563746883c220086b41f48ed5bd16801e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df262-9fe8-7700-8f1f-a18f7c9b3ac9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X14\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X14\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X14\\\". Cast \\\"X14\\\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":152}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab1672f1c5e1fd4014863fcdc33ec8aec461edd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X14\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X14\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X14\". Cast \"X14\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e940047322ec47ce187501f799ee99416718131d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:47:23.088131Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:47:25.532599Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:47:33.403369Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..86b68f7c45e82c5423c0803a43d60813847fe7be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X14. +Result preview: [{"y": "1", "total_measure": 7292.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..329173f75ef9ad6b3dc5084bda83af4d32fa9238 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_ff9b05f14b6ea549 +-- problem_id: v2p_n6_bf7522cfcae9618a +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X14" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X14" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b74bf8996711af1427c3b3e47fae693cc736f780 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X14\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X14\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X14\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X14\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 7292.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b0ca10e4f4b3865071e6a2b65bcc40ad4ee659c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_b", + "dataset_id": "n6", + "started_at": "2026-05-04T09:47:22.816466+00:00", + "ended_at": "2026-05-04T09:47:34.350713+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ff9b05f14b6ea549", + "problem_id": "v2p_n6_bf7522cfcae9618a", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X14.", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\sql\\v2q_n6_ff9b05f14b6ea549.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ff9b05f14b6ea549", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 152, + "total_tokens": 22923, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11493.73, + "sql_execution_elapsed_ms_total": 4.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ff9b05f14b6ea549\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd5b13591c9c1f962610d1ae3e4489d00decbc2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:47:34.336174+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11493.73, "started_at": "2026-05-04T09:47:22.818991+00:00", "ended_at": "2026-05-04T09:47:34.310404+00:00", "prompt_metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 152}, "stderr_preview": "2026-05-04T09:47:23.088131Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:47:25.532599Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5.0\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X14\\\". Cast \\\"X14\\\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..93245e2011461c7b4461d15cd519e590d50f8b0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/artifacts/v2q_n6_ff9b05f14b6ea549/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ff9b05f14b6ea549", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 152, + "total_tokens": 22923, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11493.73, + "sql_execution_elapsed_ms_total": 4.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_b\\n6\\artifacts\\v2q_n6_ff9b05f14b6ea549\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_000613133e40d595.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_000613133e40d595.sql new file mode 100644 index 0000000000000000000000000000000000000000..02d337436629694132065b1d511490dfb3a9779e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_000613133e40d595.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_000613133e40d595 +-- problem_id: v2p_n6_41d15416613aae1a +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("X3" AS REAL) AS "X3", + NTILE(10) OVER (ORDER BY CAST("X3" AS REAL) DESC) AS "tail_bucket" + FROM "n6" +) +SELECT "X3" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "X3" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_007bbcb8c76d1056.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_007bbcb8c76d1056.sql new file mode 100644 index 0000000000000000000000000000000000000000..e361b5991c4c8f3006a9b14dfe74a6d3a3e2e67f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_007bbcb8c76d1056.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_007bbcb8c76d1056 +-- problem_id: v2p_n6_47f6b7f95ce28eef +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X1", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X1" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_00bd8270c9d78141.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_00bd8270c9d78141.sql new file mode 100644 index 0000000000000000000000000000000000000000..75d5846e2fd5473f14c98d4ee04ad60f46520f6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_00bd8270c9d78141.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_00bd8270c9d78141 +-- problem_id: v2p_n6_7bac3e90f63b797f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X13" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X13" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0480e17032bce5db.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0480e17032bce5db.sql new file mode 100644 index 0000000000000000000000000000000000000000..68e43bcc103356765095b1ff499bb408cb4e2b8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0480e17032bce5db.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_0480e17032bce5db +-- problem_id: v2p_n6_8daf74f76da85772 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X10" AS REAL) < -5.0 THEN 'low' + WHEN CAST("X10" AS REAL) < 5.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X10" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_050141b67d59de2c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_050141b67d59de2c.sql new file mode 100644 index 0000000000000000000000000000000000000000..c3e7370300ccb48d7719bdb09584118b076bd62f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_050141b67d59de2c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_050141b67d59de2c +-- problem_id: v2p_n6_c3dcecbd7fc9aa1e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X4", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X4" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_075a429bf24257ce.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_075a429bf24257ce.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9c2384e36029857a97ec7969974cbfaacdf6ae1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_075a429bf24257ce.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_075a429bf24257ce +-- problem_id: v2p_n6_6226a5dafb916f3f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X10" AS REAL)) > 8.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_077e821bfad2d8ed.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_077e821bfad2d8ed.sql new file mode 100644 index 0000000000000000000000000000000000000000..d007f53a8cca97a6a2bd9153ad07004cc09b7316 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_077e821bfad2d8ed.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_077e821bfad2d8ed +-- problem_id: v2p_n6_88a008b0fe86f634 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X15" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X15" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_085172163fe5bdb9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_085172163fe5bdb9.sql new file mode 100644 index 0000000000000000000000000000000000000000..24e88018efc6976be4902e84d3207f082b9e9f70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_085172163fe5bdb9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_085172163fe5bdb9 +-- problem_id: v2p_n6_549ababb629583d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X3" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_08cb6274803ae1e6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_08cb6274803ae1e6.sql new file mode 100644 index 0000000000000000000000000000000000000000..1100ac144a9d9c3e5b81c4bf3a07a9cef64a874e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_08cb6274803ae1e6.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_08cb6274803ae1e6 +-- problem_id: v2p_n6_3db5a27c06a50b6c +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X15" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0a3cba3e4489dbc7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0a3cba3e4489dbc7.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb79f55a99dffff88d96e78bd70f10d23a921a8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0a3cba3e4489dbc7.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_0a3cba3e4489dbc7 +-- problem_id: v2p_n6_630201cd641bafec +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("X14" AS REAL) AS "X14", + NTILE(10) OVER (ORDER BY CAST("X14" AS REAL) DESC) AS "tail_bucket" + FROM "n6" +) +SELECT "X14" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "X14" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0b69b6322a3db1c6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0b69b6322a3db1c6.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff7b709b3829341dd672c7de252592b3dbcdf2f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0b69b6322a3db1c6.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_0b69b6322a3db1c6 +-- problem_id: v2p_n6_d44f122ef0069d1a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X15", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X15" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0c32ac8872f27c5b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0c32ac8872f27c5b.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d62ffe04211a7345bc03e9636073611ad72dac1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0c32ac8872f27c5b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_0c32ac8872f27c5b +-- problem_id: v2p_n6_b9209722a0a21fbc +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X10" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0dbd89e492058dae.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0dbd89e492058dae.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e80cc15503a0f2a165333e54fa9c5a8646d6d2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0dbd89e492058dae.sql @@ -0,0 +1,55 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_0dbd89e492058dae +-- problem_id: v2p_n6_ef43f855aa4ecae2 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "y", + CAST("X1" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X1" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X1" IS NOT NULL +), +"positions" AS ( + SELECT + "y", + "measure", + "rn", + (1.0 + ("cnt" - 1) * 0.9) AS "pos", + CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lo_rn", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + THEN CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + ELSE CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + 1 + END AS "hi_rn" + FROM "ordered" +) +SELECT + "y", + CASE + WHEN MAX("lo_rn") = MAX("hi_rn") THEN + MAX(CASE WHEN "rn" = "lo_rn" THEN "measure" END) + ELSE + MAX(CASE WHEN "rn" = "lo_rn" THEN "measure" END) + + (MAX("pos") - MAX("lo_rn")) * ( + MAX(CASE WHEN "rn" = "hi_rn" THEN "measure" END) - + MAX(CASE WHEN "rn" = "lo_rn" THEN "measure" END) + ) + END AS "percentile_measure" +FROM "positions" +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0fa7eb7a4c556c4a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0fa7eb7a4c556c4a.sql new file mode 100644 index 0000000000000000000000000000000000000000..1b1aa2da6c0a0d155a8f2f52145a97754b0eeaef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_0fa7eb7a4c556c4a.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_0fa7eb7a4c556c4a +-- problem_id: v2p_n6_f1f62620c0246cfd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X3" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X3" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "X3" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "y", + "measure", + "rn", + "cnt", + ((95 * "cnt" + 99) / 100) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "measure" AS "percentile_measure" +FROM "percentile_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_10b3e5f11137a9cf.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_10b3e5f11137a9cf.sql new file mode 100644 index 0000000000000000000000000000000000000000..f121f0d11526951efade483cd2e9052ce42228ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_10b3e5f11137a9cf.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_10b3e5f11137a9cf +-- problem_id: v2p_n6_4f25c0f54a62d5d9 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X15" AS REAL) < -6.0 THEN 'low' + WHEN CAST("X15" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X15" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_10f734d98a9041bd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_10f734d98a9041bd.sql new file mode 100644 index 0000000000000000000000000000000000000000..ceb47722afb9c9747a03d97099b926ff1a11af82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_10f734d98a9041bd.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_10f734d98a9041bd +-- problem_id: v2p_n6_a4a7b7951981caf5 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X15" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_12091ab3709676c3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_12091ab3709676c3.sql new file mode 100644 index 0000000000000000000000000000000000000000..036aa1acc6f74e6a156f03802d225ae7720c316a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_12091ab3709676c3.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_12091ab3709676c3 +-- problem_id: v2p_n6_45866165c5f0b6fe +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X14" AS REAL) < -5.0 THEN 'low' + WHEN CAST("X14" AS REAL) < 5.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X14" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1225988b00b2a62b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1225988b00b2a62b.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e5426e62749893a96957da4d5e9fc7d0b49ed7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1225988b00b2a62b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_1225988b00b2a62b +-- problem_id: v2p_n6_5c02c9a23a488368 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X6" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X6") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_13357768b729835a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_13357768b729835a.sql new file mode 100644 index 0000000000000000000000000000000000000000..1135149cb7cfef092093819db67ca3599c27c082 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_13357768b729835a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_13357768b729835a +-- problem_id: v2p_n6_fe336a0f52dbdb6e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X16", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X16" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1473821ddebec946.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1473821ddebec946.sql new file mode 100644 index 0000000000000000000000000000000000000000..089f6710402100792ea5fb7e877aae20f2582846 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1473821ddebec946.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_1473821ddebec946 +-- problem_id: v2p_n6_a6f26fdf44729d00 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X2", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X2" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_15584bad78762b05.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_15584bad78762b05.sql new file mode 100644 index 0000000000000000000000000000000000000000..f39de705dfea335329db82cfbfc36f2ab777c3c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_15584bad78762b05.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_15584bad78762b05 +-- problem_id: v2p_n6_80208cbe85a4f055 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X8", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_17fc29d2291a31ce.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_17fc29d2291a31ce.sql new file mode 100644 index 0000000000000000000000000000000000000000..68ddba24c499ab837ead083073d036e50d005f94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_17fc29d2291a31ce.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_17fc29d2291a31ce +-- problem_id: v2p_n6_c390ae0113e993af +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1884bb050442ad59.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1884bb050442ad59.sql new file mode 100644 index 0000000000000000000000000000000000000000..512a168e23932ef44b0da500440ca025435b4f37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1884bb050442ad59.sql @@ -0,0 +1,49 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_1884bb050442ad59 +-- problem_id: v2p_n6_4f24263e4bed2bd5 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "y" AS "group_col" + FROM "n6" +), +"filtered" AS ( + SELECT + "y" AS "group_col", + CAST("X7" AS REAL) AS "measure" + FROM "n6" + WHERE "y" = '1' +), +"ranked" AS ( + SELECT + "group_col", + "measure", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"picked" AS ( + SELECT + "group_col", + "measure" + FROM "ranked" + WHERE "rn" = CASE + WHEN CAST(0.9 * "cnt" AS INTEGER) < 0.9 * "cnt" THEN CAST(0.9 * "cnt" AS INTEGER) + 1 + ELSE CAST(0.9 * "cnt" AS INTEGER) + END +) +SELECT + "groups"."group_col" AS "y", + "picked"."measure" AS "conditional_percentile" +FROM "groups" +LEFT JOIN "picked" + ON "picked"."group_col" = "groups"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_19423e17aea2795b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_19423e17aea2795b.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2426387444d2dd1dcf909b1712db080f7b820f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_19423e17aea2795b.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_19423e17aea2795b +-- problem_id: v2p_n6_a8cb3a128bd0b918 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X5" AS REAL) AS "measure_col", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X5" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X5" IS NOT NULL +), +"target" AS ( + SELECT + "y", + "measure_col", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "measure_col" AS "percentile_measure" +FROM "target" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1a1c1b65fd56ad31.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1a1c1b65fd56ad31.sql new file mode 100644 index 0000000000000000000000000000000000000000..73e5b2ba3e52e5815f03d89b19ff1e3a25429198 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1a1c1b65fd56ad31.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_1a1c1b65fd56ad31 +-- problem_id: v2p_n6_341ecefce757bf8a +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X1" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X1") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1a7c73d2ce5c987a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1a7c73d2ce5c987a.sql new file mode 100644 index 0000000000000000000000000000000000000000..eeaed8f372b9af36551ab0d1b2608953a43c0a41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1a7c73d2ce5c987a.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_1a7c73d2ce5c987a +-- problem_id: v2p_n6_15a1dabeb82b076c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X6" AS REAL) AS "measure", + CUME_DIST() OVER ( + PARTITION BY "y" + ORDER BY CAST("X6" AS REAL) + ) AS "cd" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X6" IS NOT NULL +) +SELECT + "y", + MIN("measure") AS "percentile_measure" +FROM "ranked" +WHERE "cd" >= 0.95 +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1b1cec811f81fccb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1b1cec811f81fccb.sql new file mode 100644 index 0000000000000000000000000000000000000000..aee49de9252eb76089dcdac7490846a023be5a63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1b1cec811f81fccb.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_1b1cec811f81fccb +-- problem_id: v2p_n6_bee2bccb68c9d504 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1b8b45965db45440.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1b8b45965db45440.sql new file mode 100644 index 0000000000000000000000000000000000000000..643002bc9a0f8e30862adf048bcfa2866f4ae976 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1b8b45965db45440.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_1b8b45965db45440 +-- problem_id: v2p_n6_9a71202bef517a09 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1c3330ebe190c390.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1c3330ebe190c390.sql new file mode 100644 index 0000000000000000000000000000000000000000..e18065dcaf636ea4d46882d1301728d3e554bea6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1c3330ebe190c390.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_1c3330ebe190c390 +-- problem_id: v2p_n6_a08ccbc43899a870 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X1" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1c78b9a6a3cbd4f9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1c78b9a6a3cbd4f9.sql new file mode 100644 index 0000000000000000000000000000000000000000..4366c9733905eecc2b64b5eb26ed47a8fb67c8b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1c78b9a6a3cbd4f9.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_1c78b9a6a3cbd4f9 +-- problem_id: v2p_n6_96f9cd43a8d77a43 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X15", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X15" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1d745f6f1c90ddc5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1d745f6f1c90ddc5.sql new file mode 100644 index 0000000000000000000000000000000000000000..e949406f83c9d034bc49a745357159ce8082dd61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1d745f6f1c90ddc5.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_1d745f6f1c90ddc5 +-- problem_id: v2p_n6_eec73d8f3cb0048a +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X11" AS REAL) < -5.0 THEN 'low' + WHEN CAST("X11" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X11" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1dd18dac4cfc112d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1dd18dac4cfc112d.sql new file mode 100644 index 0000000000000000000000000000000000000000..e0a84a099adaf1d35da0dcf2bf20d1e54ef326b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1dd18dac4cfc112d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_1dd18dac4cfc112d +-- problem_id: v2p_n6_29225d9f0879dd9f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X11", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X11" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1ef350765d7b3491.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1ef350765d7b3491.sql new file mode 100644 index 0000000000000000000000000000000000000000..68e1e80b5b62bb96e1659786258ea40416588893 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1ef350765d7b3491.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_1ef350765d7b3491 +-- problem_id: v2p_n6_8d4dd6de57d7d437 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1f1821b4381e7898.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1f1821b4381e7898.sql new file mode 100644 index 0000000000000000000000000000000000000000..696b38390d1bf6ebfbd466bc251a7f53d8f6a581 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_1f1821b4381e7898.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n6_1f1821b4381e7898 +-- problem_id: v2p_n6_5411be431f49b319 +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("X8" AS REAL)) AS "mean_x8", + SQRT(AVG(CAST("X8" AS REAL) * CAST("X8" AS REAL)) - AVG(CAST("X8" AS REAL)) * AVG(CAST("X8" AS REAL))) AS "std_x8" + FROM "n6" +), +"scored" AS ( + SELECT + "n6".*, + (CAST("X8" AS REAL) - "stats"."mean_x8") / NULLIF("stats"."std_x8", 0) AS "z_score" + FROM "n6" + CROSS JOIN "stats" +) +SELECT * +FROM "scored" +WHERE ABS("z_score") > 2.0 +ORDER BY CAST("X8" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_2424a038f7e7e917.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_2424a038f7e7e917.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e4e5fa40b51582bc299c828bc7c308976d50e60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_2424a038f7e7e917.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n6_2424a038f7e7e917 +-- problem_id: v2p_n6_85bb48197524c9ab +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("X6" AS REAL)) AS "mean_x6", + AVG(CAST("X6" AS REAL) * CAST("X6" AS REAL)) - AVG(CAST("X6" AS REAL)) * AVG(CAST("X6" AS REAL)) AS "var_x6" + FROM "n6" + WHERE "X6" IS NOT NULL +), +"scored" AS ( + SELECT + "n6".*, + CAST("X6" AS REAL) AS "x6_value", + (CAST("X6" AS REAL) - "stats"."mean_x6") AS "x6_centered" + FROM "n6" + CROSS JOIN "stats" + WHERE "X6" IS NOT NULL +) +SELECT "scored".* +FROM "scored" +CROSS JOIN "stats" +WHERE "stats"."var_x6" > 0 + AND ("scored"."x6_centered" * "scored"."x6_centered") > (2.0 * 2.0) * "stats"."var_x6" +ORDER BY "scored"."x6_value" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_2473cf22f73a0115.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_2473cf22f73a0115.sql new file mode 100644 index 0000000000000000000000000000000000000000..d960590a298d2727863f25f087bff466fd2ca61e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_2473cf22f73a0115.sql @@ -0,0 +1,51 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_2473cf22f73a0115 +-- problem_id: v2p_n6_1e2965d8426d4523 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "y" AS "group_value", + CAST("X11" AS REAL) AS "measure_value" + FROM "n6" + WHERE "y" = '1' + AND "X11" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_value", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "group_value" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "group_value" + ) AS "cnt" + FROM "base" +), +"percentiles" AS ( + SELECT + "group_value", + "measure_value" AS "conditional_percentile" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + g."y", + p."conditional_percentile" +FROM ( + SELECT DISTINCT "y" + FROM "n6" +) AS g +LEFT JOIN "percentiles" AS p + ON g."y" = p."group_value" +ORDER BY p."conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_24ca10128af73938.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_24ca10128af73938.sql new file mode 100644 index 0000000000000000000000000000000000000000..ef1d9e9262a9a1b11a776f5854c4b3149b660a9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_24ca10128af73938.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_24ca10128af73938 +-- problem_id: v2p_n6_7277d35378bc0da8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X6", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_26d4aaf802cf4cb5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_26d4aaf802cf4cb5.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3127cfefb1e6e01d0fd307098dc3a8bffcfe7d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_26d4aaf802cf4cb5.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_26d4aaf802cf4cb5 +-- problem_id: v2p_n6_1c0767e50d8d1d75 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X6", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_271e24df34be7b8a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_271e24df34be7b8a.sql new file mode 100644 index 0000000000000000000000000000000000000000..26ad26d4d1bf4749a05ff049a1d26567754043c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_271e24df34be7b8a.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n6_271e24df34be7b8a +-- problem_id: v2p_n6_b187c62c57ad8b15 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "y" AS value_label, COUNT(*) AS support + FROM "n6" + GROUP BY "y" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_27639c2132c25cbc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_27639c2132c25cbc.sql new file mode 100644 index 0000000000000000000000000000000000000000..237729450e2c3b788323823adf547802fa25945b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_27639c2132c25cbc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_27639c2132c25cbc +-- problem_id: v2p_n6_ee136d7809529072 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X16" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X16") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_27b269a8e03d4220.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_27b269a8e03d4220.sql new file mode 100644 index 0000000000000000000000000000000000000000..978d8432ada3e9a779fb9534b86311056125f7ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_27b269a8e03d4220.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_27b269a8e03d4220 +-- problem_id: v2p_n6_87347f6530a09763 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X9" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_280559de25be2ce7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_280559de25be2ce7.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ee21cba523b1b5b41f67fbe227ba999fd7d8256 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_280559de25be2ce7.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_280559de25be2ce7 +-- problem_id: v2p_n6_c53ba4a61bfe379a +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X15" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X15" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_28215bd17de285db.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_28215bd17de285db.sql new file mode 100644 index 0000000000000000000000000000000000000000..493c696b02aff8256e608bb0903096ab071e61e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_28215bd17de285db.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n6_28215bd17de285db +-- problem_id: v2p_n6_7657c153c6020219 +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("X7" AS REAL)) AS "mean_x7", + AVG(CAST("X7" AS REAL) * CAST("X7" AS REAL)) - AVG(CAST("X7" AS REAL)) * AVG(CAST("X7" AS REAL)) AS "var_x7" + FROM "n6" +) +SELECT "n6".* +FROM "n6" +CROSS JOIN "stats" +WHERE "stats"."var_x7" IS NOT NULL + AND "stats"."var_x7" > 0 + AND ((CAST("n6"."X7" AS REAL) - "stats"."mean_x7") * (CAST("n6"."X7" AS REAL) - "stats"."mean_x7")) > (2.0 * 2.0 * "stats"."var_x7") +ORDER BY CAST("n6"."X7" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_299c345161cab890.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_299c345161cab890.sql new file mode 100644 index 0000000000000000000000000000000000000000..0034f95960269c5e10789f67886e9472b436a589 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_299c345161cab890.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_299c345161cab890 +-- problem_id: v2p_n6_e990caffb9246c70 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X10" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_29bac650379eecf6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_29bac650379eecf6.sql new file mode 100644 index 0000000000000000000000000000000000000000..8fe8d33867705e1a277ac578370749ca3b5acb35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_29bac650379eecf6.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_29bac650379eecf6 +-- problem_id: v2p_n6_d9c84a11a4c822e5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X10", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_2b68534ce2cd3610.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_2b68534ce2cd3610.sql new file mode 100644 index 0000000000000000000000000000000000000000..3b505be1a867b263b92bce78f63679cc866f3564 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_2b68534ce2cd3610.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_2b68534ce2cd3610 +-- problem_id: v2p_n6_c84219cbfdc5aca4 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X5" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3113a44af0c5bc71.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3113a44af0c5bc71.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ef6a2a8ba15b0c3311bde6d29531841868691a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3113a44af0c5bc71.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_3113a44af0c5bc71 +-- problem_id: v2p_n6_af3ab53ad018cacc +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X15" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X11" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_315998ce186533ef.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_315998ce186533ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..43f6ed1b4b841d4c2d6aed500b255c24e881e7c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_315998ce186533ef.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_315998ce186533ef +-- problem_id: v2p_n6_82dda1d51c271b48 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X2" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X2" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X2" IS NOT NULL AND TRIM("X2") <> '' +), +"target_rows" AS ( + SELECT + "y", + "measure_value", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "target_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_32337d2bccc3f336.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_32337d2bccc3f336.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bd4992ab5f2b92eb3cccf6e8ee9d4b05a2e76a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_32337d2bccc3f336.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_32337d2bccc3f336 +-- problem_id: v2p_n6_d57b21d177d9258b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X14" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X14" AS REAL) >= 9.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_34f8d22bb09ec319.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_34f8d22bb09ec319.sql new file mode 100644 index 0000000000000000000000000000000000000000..838ff69ead66a72a88108e2231a9c0fc6630f779 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_34f8d22bb09ec319.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_34f8d22bb09ec319 +-- problem_id: v2p_n6_53480ceb60c268a2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X12", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X12" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3508fc9a9f2fcecb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3508fc9a9f2fcecb.sql new file mode 100644 index 0000000000000000000000000000000000000000..70d4b609da0a9e35f02fe7c4b1e14a5d3064f329 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3508fc9a9f2fcecb.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_3508fc9a9f2fcecb +-- problem_id: v2p_n6_bd5a24a1c53bba9d +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_362daa86e2e63d43.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_362daa86e2e63d43.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f01d4a917ead7788920c6b158ac75f81f60e3ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_362daa86e2e63d43.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_362daa86e2e63d43 +-- problem_id: v2p_n6_72fec8cae8604f71 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X2" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X1" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_374bc8720c665c19.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_374bc8720c665c19.sql new file mode 100644 index 0000000000000000000000000000000000000000..da4a34d899705021fb6bdd26525fc2f7ffc5fdf0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_374bc8720c665c19.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_374bc8720c665c19 +-- problem_id: v2p_n6_d19088f1d0ccc4f9 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X16" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3759def69450c200.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3759def69450c200.sql new file mode 100644 index 0000000000000000000000000000000000000000..10eb78105e6468d173a87d5f6abdf6359aa13e88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3759def69450c200.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_3759def69450c200 +-- problem_id: v2p_n6_6e02c0f802db5fa5 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X3" AS REAL) AS "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X3" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X3" IS NOT NULL +) +SELECT + "y", + "measure_col" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = (("cnt" * 9) + 9) / 10 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_37a9b1a81049a06e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_37a9b1a81049a06e.sql new file mode 100644 index 0000000000000000000000000000000000000000..a282c323607d8b764e5097e433dc05b76a762793 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_37a9b1a81049a06e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_37a9b1a81049a06e +-- problem_id: v2p_n6_3d4b368279d9e9ba +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X11" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X11" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_37ee741481111da9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_37ee741481111da9.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd53ac2e5d13507139d0a98ac9155be5a6178765 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_37ee741481111da9.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_37ee741481111da9 +-- problem_id: v2p_n6_ac58bada9ceb5eb5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X15", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X15" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_380197fd32cd5424.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_380197fd32cd5424.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d7c6caf261931499fd3c8c8066d2ad92a45fa36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_380197fd32cd5424.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_380197fd32cd5424 +-- problem_id: v2p_n6_ee16c515afd91438 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X16" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X16" AS REAL) < 2.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X16" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_39bfe5cf3dd691c4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_39bfe5cf3dd691c4.sql new file mode 100644 index 0000000000000000000000000000000000000000..e6f66b78ab7cc58c7e0895d0a419e9744e63b12d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_39bfe5cf3dd691c4.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_39bfe5cf3dd691c4 +-- problem_id: v2p_n6_6cf5059bcc773a5b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X2" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X2") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3aa7212d792c63b3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3aa7212d792c63b3.sql new file mode 100644 index 0000000000000000000000000000000000000000..3568e400a1b10eb6a6d098966ace1dd8a48d7b89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3aa7212d792c63b3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_3aa7212d792c63b3 +-- problem_id: v2p_n6_f22e9a19d43fe757 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3d05a393ac1b4df9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3d05a393ac1b4df9.sql new file mode 100644 index 0000000000000000000000000000000000000000..dcfd2d54010c639b0fa9e0b71ad54ec278346560 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3d05a393ac1b4df9.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_3d05a393ac1b4df9 +-- problem_id: v2p_n6_677dd516ea968a9e +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X7" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3d2fdf9e0062bf51.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3d2fdf9e0062bf51.sql new file mode 100644 index 0000000000000000000000000000000000000000..e1b03a7c54439b05f68240756fd1cfc43f7c4e7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_3d2fdf9e0062bf51.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_3d2fdf9e0062bf51 +-- problem_id: v2p_n6_7f114539ab0f1670 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X12", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X12" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_40e6f05e101ca01a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_40e6f05e101ca01a.sql new file mode 100644 index 0000000000000000000000000000000000000000..628ce7f06fc8ce3c3a28c8bcb0facd95c6d40e39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_40e6f05e101ca01a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_40e6f05e101ca01a +-- problem_id: v2p_n6_e1c03dcdda737e30 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_410d0ed8dca85c47.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_410d0ed8dca85c47.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9bafa988060d8b3cfa4423104d95b06ee04a549 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_410d0ed8dca85c47.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_410d0ed8dca85c47 +-- problem_id: v2p_n6_6088b739b0ffb651 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X2" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_411648a9472b004b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_411648a9472b004b.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce17f4abf02c3a4ee96b16abbabeaa16667d0522 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_411648a9472b004b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_411648a9472b004b +-- problem_id: v2p_n6_be4174ad974b5dc7 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X13" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X13" AS REAL)) > 6.0 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_43e626fb25395769.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_43e626fb25395769.sql new file mode 100644 index 0000000000000000000000000000000000000000..c95c22777acbc6869cfb37cd38a45e900108ad2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_43e626fb25395769.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_43e626fb25395769 +-- problem_id: v2p_n6_3b2060064956477c +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X13" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4539a47b7f933a91.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4539a47b7f933a91.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b52d9cb7e962b30f8ebe820c3c9cf5e64f6839f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4539a47b7f933a91.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_4539a47b7f933a91 +-- problem_id: v2p_n6_fdfa5af8d63d2481 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X13" AS REAL) < -6.0 THEN 'low' + WHEN CAST("X13" AS REAL) < 6.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X13" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_46cb2a53be50094a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_46cb2a53be50094a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a428ac5c00fb0382dccfd7e5635963e6b8437a4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_46cb2a53be50094a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_46cb2a53be50094a +-- problem_id: v2p_n6_dc971c8c1bc916d5 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X13" AS REAL) < -6.0 THEN 'low' + WHEN CAST("X13" AS REAL) < 6.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X13" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_46cddb00dacf08af.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_46cddb00dacf08af.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f450cae37923401698d40d69a198eea63402053 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_46cddb00dacf08af.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_46cddb00dacf08af +-- problem_id: v2p_n6_ee7e9d1483fc38d1 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_46e07c6a3f644911.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_46e07c6a3f644911.sql new file mode 100644 index 0000000000000000000000000000000000000000..c66fe59c6eb6211db8ac9c242be50005cc8b1057 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_46e07c6a3f644911.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n6_46e07c6a3f644911 +-- problem_id: v2p_n6_4645288658d60294 +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("X11" AS REAL)) AS "mean_x11", + sqrt(AVG(CAST("X11" AS REAL) * CAST("X11" AS REAL)) - AVG(CAST("X11" AS REAL)) * AVG(CAST("X11" AS REAL))) AS "std_x11" + FROM "n6" +), +"scored" AS ( + SELECT + "n6".*, + (CAST("X11" AS REAL) - "stats"."mean_x11") / NULLIF("stats"."std_x11", 0) AS "z_score" + FROM "n6" + CROSS JOIN "stats" +) +SELECT * +FROM "scored" +WHERE ABS("z_score") > 2.0 +ORDER BY CAST("X11" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_49684e3095fa8391.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_49684e3095fa8391.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9e20bfd25167edf0bfd99b4cbb7147a3941cf0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_49684e3095fa8391.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_49684e3095fa8391 +-- problem_id: v2p_n6_15d49e8f7fcd829b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X3" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4af32e5ead85b1b8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4af32e5ead85b1b8.sql new file mode 100644 index 0000000000000000000000000000000000000000..e61a15c8d9f63acd27d273c31dad7310f4e1a926 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4af32e5ead85b1b8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_4af32e5ead85b1b8 +-- problem_id: v2p_n6_3f6c17ca38d4e4b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X2" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X2") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4bf48246b47bec4a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4bf48246b47bec4a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a93d620df192690f05ba0ac584a0bbb59445c543 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4bf48246b47bec4a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_4bf48246b47bec4a +-- problem_id: v2p_n6_996ee30dc99b66df +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "y", SUM(CAST("X6" AS REAL)) AS "total_measure" + FROM "n6" + GROUP BY "y" +) +SELECT "y", "total_measure" +FROM "grouped" +WHERE "total_measure" = (SELECT MAX("total_measure") FROM "grouped") +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4d6230893aae8890.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4d6230893aae8890.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1b2f141e9b136ce977ee841712068aae71c9036 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4d6230893aae8890.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_4d6230893aae8890 +-- problem_id: v2p_n6_c8e36e958092a727 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X10", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4e0aafde0d26f09d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4e0aafde0d26f09d.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f5eb424a8b0fbfe5392d3208d53ebef64ccbc05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4e0aafde0d26f09d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_4e0aafde0d26f09d +-- problem_id: v2p_n6_90d90c84c3f6f835 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X1" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4e2aa2e60803ef3c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4e2aa2e60803ef3c.sql new file mode 100644 index 0000000000000000000000000000000000000000..cdb77d4109b3ac0274d84c4accb029e34dd36eb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4e2aa2e60803ef3c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_4e2aa2e60803ef3c +-- problem_id: v2p_n6_730d0b13c75fd148 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X9" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4e96ffdf4643d7ef.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4e96ffdf4643d7ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..56389239068b431309fd42e12c421ba826843781 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4e96ffdf4643d7ef.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_4e96ffdf4643d7ef +-- problem_id: v2p_n6_4076fb03ad89d1f4 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("X2" AS REAL) AS "X2", + NTILE(10) OVER (ORDER BY CAST("X2" AS REAL) DESC) AS "tail_bucket" + FROM "n6" +) +SELECT "X2" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "X2" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4edd6429e3cb0c43.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4edd6429e3cb0c43.sql new file mode 100644 index 0000000000000000000000000000000000000000..77cd03ce25b70f8ecedeb2449d7c01af3e6aa577 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_4edd6429e3cb0c43.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_4edd6429e3cb0c43 +-- problem_id: v2p_n6_7415680d90ca7c22 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X2" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X14" AS REAL) >= 9.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_512361a99b0eaedb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_512361a99b0eaedb.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b220b3e4dcfd54cea4d45e910da6fe440feacda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_512361a99b0eaedb.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_512361a99b0eaedb +-- problem_id: v2p_n6_2b3af6beea9d22a5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X16", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X16" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5261416892ac35d9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5261416892ac35d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d08152bb1bc5dbdb69a3febfaedeec7db41c4d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5261416892ac35d9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_5261416892ac35d9 +-- problem_id: v2p_n6_fac28f3d4d387075 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE "y" = '2' +GROUP BY "y" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_52ac079656856c42.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_52ac079656856c42.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc428ba643b0cc463c9bae9208820c5ae8b1fc48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_52ac079656856c42.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_52ac079656856c42 +-- problem_id: v2p_n6_31405abba8d86ad5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X7", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5371a2e2a3218c45.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5371a2e2a3218c45.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a61cbd7864bfc3724fab0a3f01a6b6f7138bc57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5371a2e2a3218c45.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_5371a2e2a3218c45 +-- problem_id: v2p_n6_2475f9b648fd11e1 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X14" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X10" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_53d53db8aad32a29.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_53d53db8aad32a29.sql new file mode 100644 index 0000000000000000000000000000000000000000..d594acac73c045227fc91f288164644f386c01a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_53d53db8aad32a29.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_53d53db8aad32a29 +-- problem_id: v2p_n6_91a8852d9fbb8cf3 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X3" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_540103e917fa44ee.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_540103e917fa44ee.sql new file mode 100644 index 0000000000000000000000000000000000000000..70f96d704ac2aebdfa3adbb110e9652ae05d2591 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_540103e917fa44ee.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_540103e917fa44ee +-- problem_id: v2p_n6_f36b4bea022535e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X12" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X12" AS REAL)) > 7.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_55ad85dfd0f23d1f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_55ad85dfd0f23d1f.sql new file mode 100644 index 0000000000000000000000000000000000000000..2946c38d907307c478d6bb8472078bec5388de9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_55ad85dfd0f23d1f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_55ad85dfd0f23d1f +-- problem_id: v2p_n6_652a944ca3dae93e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X9", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_567be99e1da6373a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_567be99e1da6373a.sql new file mode 100644 index 0000000000000000000000000000000000000000..da157da57d648ee00f34b98adfdee4e78d4d3e4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_567be99e1da6373a.sql @@ -0,0 +1,52 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_567be99e1da6373a +-- problem_id: v2p_n6_98220b9369c5725e +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "y", + CAST("X10" AS REAL) AS "measure" + FROM "n6" + WHERE "y" = '0' + AND "X10" IS NOT NULL +), +"ranked" AS ( + SELECT + "y", + "measure", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "filtered" +), +"picked" AS ( + SELECT + "y", + "measure", + "rn", + "cnt", + CAST(((9 * "cnt") + 9) / 10 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "base"."y", + ( + SELECT "p"."measure" + FROM "picked" AS "p" + WHERE "p"."y" = "base"."y" + AND "p"."rn" = "p"."target_rn" + LIMIT 1 + ) AS "conditional_percentile" +FROM ( + SELECT DISTINCT "y" + FROM "n6" +) AS "base" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_56fa964f6d4529da.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_56fa964f6d4529da.sql new file mode 100644 index 0000000000000000000000000000000000000000..05413e0debd3e7a5e8561223077efb1b355d032e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_56fa964f6d4529da.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_56fa964f6d4529da +-- problem_id: v2p_n6_609231f78bd9e895 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "y" + FROM "n6" +), +"ranked" AS ( + SELECT + "y" AS "group_col", + CAST("X7" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X7" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" = '0' + AND "X7" IS NOT NULL +) +SELECT + "groups"."y", + MIN( + CASE + WHEN "ranked"."rn" >= CAST((95 * "ranked"."cnt" + 99) / 100 AS INTEGER) + THEN "ranked"."measure_value" + END + ) AS "conditional_percentile" +FROM "groups" +LEFT JOIN "ranked" + ON "groups"."y" = "ranked"."group_col" +GROUP BY "groups"."y" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_58bde969ed23f314.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_58bde969ed23f314.sql new file mode 100644 index 0000000000000000000000000000000000000000..f54bcbc07bb47b0a91fb5900d31cbfee66db70bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_58bde969ed23f314.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_58bde969ed23f314 +-- problem_id: v2p_n6_852e9a386246e10b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X3", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X3" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_58f9f4bfcf3b923c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_58f9f4bfcf3b923c.sql new file mode 100644 index 0000000000000000000000000000000000000000..d7fa2654f23a4187a36dea858579cc7fd796ac89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_58f9f4bfcf3b923c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_58f9f4bfcf3b923c +-- problem_id: v2p_n6_d9635cc942d5b4ef +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X15" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X15" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_59a0e55030bc970c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_59a0e55030bc970c.sql new file mode 100644 index 0000000000000000000000000000000000000000..f923df394c4dfd178c0d44a0197e1218b3dafb59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_59a0e55030bc970c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_59a0e55030bc970c +-- problem_id: v2p_n6_9cc938770c87d263 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X5", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_59b228411025a78d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_59b228411025a78d.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ec28915266306701a5908da8c3a85ab0bab5360 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_59b228411025a78d.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n6_59b228411025a78d +-- problem_id: v2p_n6_82bf8eb68b509c67 +-- realization_mode: agent +-- source_kind: agent +WITH stats AS ( + SELECT + AVG(CAST("X9" AS REAL)) AS mean_x9, + AVG(CAST("X9" AS REAL) * CAST("X9" AS REAL)) AS mean_sq_x9 + FROM "n6" +), +scored AS ( + SELECT + "n6".*, + CASE + WHEN (stats.mean_sq_x9 - stats.mean_x9 * stats.mean_x9) > 0 THEN + ((CAST("n6"."X9" AS REAL) - stats.mean_x9) * (CAST("n6"."X9" AS REAL) - stats.mean_x9)) + / (stats.mean_sq_x9 - stats.mean_x9 * stats.mean_x9) + ELSE NULL + END AS z_score_sq + FROM "n6" + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE z_score_sq > (2.0 * 2.0) +ORDER BY CAST("X9" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5a9e1e8f5895319a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5a9e1e8f5895319a.sql new file mode 100644 index 0000000000000000000000000000000000000000..176b7bce602aafe5e89e36e04f05c19fba11e05a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5a9e1e8f5895319a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_5a9e1e8f5895319a +-- problem_id: v2p_n6_de5e02383df6393e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X5", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5cdb97002b242888.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5cdb97002b242888.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c27b2ee8db6f83e20cca948d3baa4d885bafc79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5cdb97002b242888.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_5cdb97002b242888 +-- problem_id: v2p_n6_969bfbad0fb04c09 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X12" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X12" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5e90cbecbd7c8691.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5e90cbecbd7c8691.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c24b32cf3317033727ddc452ee70aecd453cfdf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5e90cbecbd7c8691.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_5e90cbecbd7c8691 +-- problem_id: v2p_n6_4658392b6fdcb919 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + MAX(CASE + WHEN rn = ((cnt * 9) + 9) / 10 THEN x6_val + END) AS conditional_percentile +FROM ( + SELECT "y", + CAST("X6" AS REAL) AS x6_val, + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X6" AS REAL) + ) AS rn, + COUNT(*) OVER ( + PARTITION BY "y" + ) AS cnt + FROM "n6" + WHERE "y" = '0' +) AS ranked +GROUP BY "y" +ORDER BY conditional_percentile DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5eb16d262bf62635.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5eb16d262bf62635.sql new file mode 100644 index 0000000000000000000000000000000000000000..418d9d57c98256be9933af79a8076246050fcb64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_5eb16d262bf62635.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_5eb16d262bf62635 +-- problem_id: v2p_n6_821215aa9e4ac363 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X7" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_617914763f70fd68.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_617914763f70fd68.sql new file mode 100644 index 0000000000000000000000000000000000000000..42dca2a0410c318d8fab3bbe37f041f710a50ccf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_617914763f70fd68.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_617914763f70fd68 +-- problem_id: v2p_n6_c949a3315ecca9ff +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X1" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_620d223b90735cee.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_620d223b90735cee.sql new file mode 100644 index 0000000000000000000000000000000000000000..549cf733fa7cb236c63aca2aa2d4a92e11d6a4b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_620d223b90735cee.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_620d223b90735cee +-- problem_id: v2p_n6_d5d3db222db99b2f +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("X15" AS REAL) AS "X15", + NTILE(10) OVER (ORDER BY CAST("X15" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X15" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "X15" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_62b6e348c68be601.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_62b6e348c68be601.sql new file mode 100644 index 0000000000000000000000000000000000000000..d69231ea6e6e8e9e52cf7c0c1b1d05933f2ba744 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_62b6e348c68be601.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_62b6e348c68be601 +-- problem_id: v2p_n6_49493125c5115e2d +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X15" AS REAL) < -6.0 THEN 'low' + WHEN CAST("X15" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X15" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_63195887f4c62440.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_63195887f4c62440.sql new file mode 100644 index 0000000000000000000000000000000000000000..793f92a241be8a34f356dcebfa43f357db24781e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_63195887f4c62440.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_63195887f4c62440 +-- problem_id: v2p_n6_69fba90239fc7fea +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X12", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X12" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_676818b2dfdbed0a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_676818b2dfdbed0a.sql new file mode 100644 index 0000000000000000000000000000000000000000..833a7470fbfbede3c82207a774b25fc952b45a84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_676818b2dfdbed0a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_676818b2dfdbed0a +-- problem_id: v2p_n6_2049c70ccd9e04e6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X14", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X14" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_685a86ac9f95500e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_685a86ac9f95500e.sql new file mode 100644 index 0000000000000000000000000000000000000000..636a60013a46a1cdc8eebcfa9ac1159743c204d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_685a86ac9f95500e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_685a86ac9f95500e +-- problem_id: v2p_n6_b7b94b4a6a5e138d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X10", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6954399f85b69135.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6954399f85b69135.sql new file mode 100644 index 0000000000000000000000000000000000000000..6eb632f75f548a63ef2b7b41bda49254fbe13b84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6954399f85b69135.sql @@ -0,0 +1,63 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_6954399f85b69135 +-- problem_id: v2p_n6_d3168cea6888498b +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "y" + FROM "n6" +), +"ordered" AS ( + SELECT + "y" AS "group_col", + CAST("X5" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X5" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" = '1' +), +"params" AS ( + SELECT DISTINCT + "group_col", + (1.0 + ("cnt" - 1) * 0.9) AS "r", + CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lo", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + THEN CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + ELSE CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + 1 + END AS "hi" + FROM "ordered" +), +"pct" AS ( + SELECT + "p"."group_col" AS "y", + CASE + WHEN "p"."lo" = "p"."hi" THEN + MAX(CASE WHEN "o"."rn" = "p"."lo" THEN "o"."measure" END) + ELSE + MAX(CASE WHEN "o"."rn" = "p"."lo" THEN "o"."measure" END) * (1.0 - ("p"."r" - "p"."lo")) + + MAX(CASE WHEN "o"."rn" = "p"."hi" THEN "o"."measure" END) * ("p"."r" - "p"."lo") + END AS "conditional_percentile" + FROM "params" AS "p" + JOIN "ordered" AS "o" + ON "o"."group_col" = "p"."group_col" + GROUP BY "p"."group_col", "p"."r", "p"."lo", "p"."hi" +) +SELECT + "groups"."y", + "pct"."conditional_percentile" +FROM "groups" +LEFT JOIN "pct" + ON "groups"."y" = "pct"."y" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_69920dad0bd3028b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_69920dad0bd3028b.sql new file mode 100644 index 0000000000000000000000000000000000000000..68f408d2dd52b281b0a6b7dc7ae430382fc75a22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_69920dad0bd3028b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_69920dad0bd3028b +-- problem_id: v2p_n6_3d67cca5a2d1c871 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X1" AS REAL)) AS total_measure +FROM "n6" +WHERE "y" = '0' +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6ad251802ceb48aa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6ad251802ceb48aa.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f5f1208570609c2edb9d43908562cb38b5f40ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6ad251802ceb48aa.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_6ad251802ceb48aa +-- problem_id: v2p_n6_44bf04117b2beae4 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X11" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6d5200b4602a804c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6d5200b4602a804c.sql new file mode 100644 index 0000000000000000000000000000000000000000..b07aef2ad469ace061f8d5aef623e3d1ab75eee3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6d5200b4602a804c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_6d5200b4602a804c +-- problem_id: v2p_n6_7149b8186d18defa +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X11", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X11" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6de217ab8cbbdfb3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6de217ab8cbbdfb3.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b2ba85b0fb632198a4f25898d78b92dadf0e891 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6de217ab8cbbdfb3.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_6de217ab8cbbdfb3 +-- problem_id: v2p_n6_f903899166f96541 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X5" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X5") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6eb2295f059c7813.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6eb2295f059c7813.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f0c43112b979263c9c2ad648c91dc5b1afb615c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6eb2295f059c7813.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_6eb2295f059c7813 +-- problem_id: v2p_n6_1401d8fa389c95dd +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X4", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X4" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6ebc3dad2f8e8a38.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6ebc3dad2f8e8a38.sql new file mode 100644 index 0000000000000000000000000000000000000000..82db090c0776f39d64ef4ec76228fe17a7df95e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6ebc3dad2f8e8a38.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_6ebc3dad2f8e8a38 +-- problem_id: v2p_n6_6a2a354de93466b3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X13", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X13" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6f79e29221f88a33.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6f79e29221f88a33.sql new file mode 100644 index 0000000000000000000000000000000000000000..833c38db8d01a1f3035f9427025c36b1540b1b40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_6f79e29221f88a33.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_6f79e29221f88a33 +-- problem_id: v2p_n6_249401232f392eee +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X11" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X7" AS REAL) >= 6.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_721361de598cb53b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_721361de598cb53b.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8081d4351bc45ea679fbf4d87d95fa21c8bf3a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_721361de598cb53b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_721361de598cb53b +-- problem_id: v2p_n6_2e53a679658496fd +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X1", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X1" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_727cdefc8290b803.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_727cdefc8290b803.sql new file mode 100644 index 0000000000000000000000000000000000000000..606a5a1abb2fae1c0bdc6a0746ef7e002c99a635 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_727cdefc8290b803.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_727cdefc8290b803 +-- problem_id: v2p_n6_02f0f63b905da90a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X8", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_72bf68d3d86a735a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_72bf68d3d86a735a.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ede78ef74312ccb907a5091fc9469403df8b426 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_72bf68d3d86a735a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_72bf68d3d86a735a +-- problem_id: v2p_n6_e18bd70869c771ed +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X16" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X12" AS REAL) >= 7.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_74d83e6e919dc1d9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_74d83e6e919dc1d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..03ce6e0e7a55e788304406e61c2a2c40e23b81b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_74d83e6e919dc1d9.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_74d83e6e919dc1d9 +-- problem_id: v2p_n6_a936a9d180de3570 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "y", + CAST("X11" AS REAL) AS "measure" + FROM "n6" + WHERE "y" = '0' + AND "X11" IS NOT NULL +), +"ranked" AS ( + SELECT + "y", + "measure", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "filtered" +) +SELECT + "all_groups"."y", + MAX( + CASE + WHEN "ranked"."rn" = CAST(((95 * "ranked"."cnt") + 99) / 100 AS INT) + THEN "ranked"."measure" + END + ) AS "conditional_percentile" +FROM (SELECT DISTINCT "y" FROM "n6") AS "all_groups" +LEFT JOIN "ranked" + ON "all_groups"."y" = "ranked"."y" +GROUP BY "all_groups"."y" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_76198524a909d9f8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_76198524a909d9f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb779614d2f04673e0892378968551f46d222239 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_76198524a909d9f8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_76198524a909d9f8 +-- problem_id: v2p_n6_dab9975cf96e130d +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X2" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_769e695f5f37a979.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_769e695f5f37a979.sql new file mode 100644 index 0000000000000000000000000000000000000000..e405659c77fde661898d61c800cce21da1e340f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_769e695f5f37a979.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_769e695f5f37a979 +-- problem_id: v2p_n6_4dcdd8da74cf7fc5 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X16" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X16" AS REAL)) > 4.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_76dd6cbf926ac13c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_76dd6cbf926ac13c.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5424c95797df438503b36181c674331431e96a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_76dd6cbf926ac13c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_76dd6cbf926ac13c +-- problem_id: v2p_n6_26e07141fc9e8f32 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "X13", + NTILE(10) OVER (ORDER BY CAST("X13" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X13" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("X13" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7850be10d764a808.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7850be10d764a808.sql new file mode 100644 index 0000000000000000000000000000000000000000..7fbce8f93af1cee0b9aee1107d460086a9c1a693 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7850be10d764a808.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_7850be10d764a808 +-- problem_id: v2p_n6_6a1966558179a2dd +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "X16", + NTILE(10) OVER (ORDER BY CAST("X16" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X16" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("X16" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_78eef974706a8e83.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_78eef974706a8e83.sql new file mode 100644 index 0000000000000000000000000000000000000000..83ab2f4f19599f55631f6d0c0611c5f3c692a774 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_78eef974706a8e83.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_78eef974706a8e83 +-- problem_id: v2p_n6_c41a7c53f15993ba +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X5" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_794c56f03c3b483a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_794c56f03c3b483a.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f9d0a1dffa5a2d75a1fa811138284506c527d53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_794c56f03c3b483a.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_794c56f03c3b483a +-- problem_id: v2p_n6_0ed3d1899d99376c +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "X4", + NTILE(10) OVER (ORDER BY CAST("X4" AS REAL) DESC) AS "tail_bucket" + FROM "n6" +) +SELECT "X4" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("X4" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7a0d007fd46d9373.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7a0d007fd46d9373.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d71740877db51d78dc530165e7d274c886f3246 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7a0d007fd46d9373.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_7a0d007fd46d9373 +-- problem_id: v2p_n6_393f7c1caf1b5555 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X12" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X12" AS REAL) >= 7.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7a3926cdf2d7ab4b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7a3926cdf2d7ab4b.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4c9213ba926e380f95c7d693ba5d1b5153a7cc1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7a3926cdf2d7ab4b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_7a3926cdf2d7ab4b +-- problem_id: v2p_n6_3f2822dffce68c87 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X5", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7ab50f4060b85f52.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7ab50f4060b85f52.sql new file mode 100644 index 0000000000000000000000000000000000000000..e85f5338a67e43bb9d64d8f9319dbaad91f594a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7ab50f4060b85f52.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n6_7ab50f4060b85f52 +-- problem_id: v2p_n6_cffc08ab38328747 +-- realization_mode: agent +-- source_kind: agent +WITH scored AS ( + SELECT + *, + (CAST("X10" AS REAL) - AVG(CAST("X10" AS REAL)) OVER ()) / + NULLIF( + SQRT( + AVG(CAST("X10" AS REAL) * CAST("X10" AS REAL)) OVER () - + AVG(CAST("X10" AS REAL)) OVER () * AVG(CAST("X10" AS REAL)) OVER () + ), + 0 + ) AS z_score + FROM "n6" +) +SELECT * +FROM scored +WHERE ABS(z_score) > 2.0 +ORDER BY CAST("X10" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7d1cdd22a03c86bf.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7d1cdd22a03c86bf.sql new file mode 100644 index 0000000000000000000000000000000000000000..4eb6c5aa09a93d91378ae0426112838d6878c683 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7d1cdd22a03c86bf.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_7d1cdd22a03c86bf +-- problem_id: v2p_n6_56ea65538b8bd243 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X13", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X13" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7f1d3aa0d211a2dd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7f1d3aa0d211a2dd.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd6968a1ac8828d96f32872832bdf2b95b759136 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_7f1d3aa0d211a2dd.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_7f1d3aa0d211a2dd +-- problem_id: v2p_n6_7251e96541608e1c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X3", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X3" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_80f294d6d4b98030.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_80f294d6d4b98030.sql new file mode 100644 index 0000000000000000000000000000000000000000..15c6f05bbad64e231c1b7a6848b0a99f8c6f0f80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_80f294d6d4b98030.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_80f294d6d4b98030 +-- problem_id: v2p_n6_92d8244485286887 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X7", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8311155282e4d6c2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8311155282e4d6c2.sql new file mode 100644 index 0000000000000000000000000000000000000000..be28ff61cb51cdc9c8bef55534c710b1f275641e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8311155282e4d6c2.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_8311155282e4d6c2 +-- problem_id: v2p_n6_2b9216f959a53c4c +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X13" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X9" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_835099953f5ccbdd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_835099953f5ccbdd.sql new file mode 100644 index 0000000000000000000000000000000000000000..e144b4147aab7e3875d3c511a78a9f38d8c1381f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_835099953f5ccbdd.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_835099953f5ccbdd +-- problem_id: v2p_n6_aca7270f228dd5f9 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_83b3604815dcddd0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_83b3604815dcddd0.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd5e444b5b1adae3067f2f866bc84dce4ea222ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_83b3604815dcddd0.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_83b3604815dcddd0 +-- problem_id: v2p_n6_433dd1b1d000eb72 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X9" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X9" AS REAL) < 5.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X9" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_84a53881fb1f2964.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_84a53881fb1f2964.sql new file mode 100644 index 0000000000000000000000000000000000000000..276eb6f30998a5bcc1b4d5e7e4962a0f46bd8192 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_84a53881fb1f2964.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_84a53881fb1f2964 +-- problem_id: v2p_n6_59871fd5ed935d2d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X8", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_852a9e5176eafadc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_852a9e5176eafadc.sql new file mode 100644 index 0000000000000000000000000000000000000000..54e048776868375351dd73d21a33ea75fa0ef7e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_852a9e5176eafadc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_852a9e5176eafadc +-- problem_id: v2p_n6_647929305b0bd2e2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X3", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X3" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_86dd0a13efcc4abc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_86dd0a13efcc4abc.sql new file mode 100644 index 0000000000000000000000000000000000000000..03a8f2c6e06739bce1e3f6620175d94b6d6605f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_86dd0a13efcc4abc.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_86dd0a13efcc4abc +-- problem_id: v2p_n6_1b1137139937a345 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X11" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X11" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_88c566e49e6d7306.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_88c566e49e6d7306.sql new file mode 100644 index 0000000000000000000000000000000000000000..d144dc4f22c64b77d01c0b3b151738de8ba6545b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_88c566e49e6d7306.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_88c566e49e6d7306 +-- problem_id: v2p_n6_3013a34777a94b7e +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X2" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8adc8a01cc3cfac6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8adc8a01cc3cfac6.sql new file mode 100644 index 0000000000000000000000000000000000000000..450593a244bfa466496acc805fb276e34fcc14d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8adc8a01cc3cfac6.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_8adc8a01cc3cfac6 +-- problem_id: v2p_n6_e518e54523bdf921 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X8", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8b26c1ed2b29126d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8b26c1ed2b29126d.sql new file mode 100644 index 0000000000000000000000000000000000000000..1df6368659d9a7ddbc96498b3f19e6ffbd9cd041 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8b26c1ed2b29126d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_8b26c1ed2b29126d +-- problem_id: v2p_n6_934a681d7a546ecb +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS "support", + AVG(CAST("X15" AS REAL)) AS "avg_measure", + COUNT(DISTINCT "X15") AS "distinct_entities" +FROM "n6" +GROUP BY "y" +ORDER BY "support" DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8b4c60115b137e1d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8b4c60115b137e1d.sql new file mode 100644 index 0000000000000000000000000000000000000000..454714cfb764326b9aa4c5908a634baebc9fa1e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8b4c60115b137e1d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_8b4c60115b137e1d +-- problem_id: v2p_n6_87c0d19edefe8542 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X12", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X12" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8dbd215be76acab5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8dbd215be76acab5.sql new file mode 100644 index 0000000000000000000000000000000000000000..f17d6f357f10fb2ce762fe1228fd0f330d866ae5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8dbd215be76acab5.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_8dbd215be76acab5 +-- problem_id: v2p_n6_b2f5d3b7e0bf8555 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X9", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8fe1063d731b281c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8fe1063d731b281c.sql new file mode 100644 index 0000000000000000000000000000000000000000..501dce49df1191ea83c7339a2cb7789b7c02aed3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_8fe1063d731b281c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_8fe1063d731b281c +-- problem_id: v2p_n6_7e15f743670473b3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X11", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X11" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_9069424b026a0bbd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_9069424b026a0bbd.sql new file mode 100644 index 0000000000000000000000000000000000000000..f45876853074529c646cccb3cd43b3f53a26fbd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_9069424b026a0bbd.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_9069424b026a0bbd +-- problem_id: v2p_n6_70f8792c4377ed67 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X15" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_92787ec8c4a0733c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_92787ec8c4a0733c.sql new file mode 100644 index 0000000000000000000000000000000000000000..8862f9c9863d10be1a294014a8017d17e81d2f09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_92787ec8c4a0733c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_92787ec8c4a0733c +-- problem_id: v2p_n6_6b95808a42d92dc7 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X12" AS REAL) < -7.0 THEN 'low' + WHEN CAST("X12" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X12" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_928c272025a241b7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_928c272025a241b7.sql new file mode 100644 index 0000000000000000000000000000000000000000..2dffb8bd3ce21606c87b38e8cdfa87de9387dba0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_928c272025a241b7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_928c272025a241b7 +-- problem_id: v2p_n6_79eea3158e8b64f9 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X14", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X14" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_92f3ace00098b871.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_92f3ace00098b871.sql new file mode 100644 index 0000000000000000000000000000000000000000..746b9a983cfd7326bd932f54a1fb1585641defd0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_92f3ace00098b871.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_92f3ace00098b871 +-- problem_id: v2p_n6_5f6eb53bae3d41f3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X4" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X4" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X4" IS NOT NULL +) +SELECT + "y", + "measure" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(((9 * "cnt") + 9) / 10 AS INT) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_94a16c87181555e5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_94a16c87181555e5.sql new file mode 100644 index 0000000000000000000000000000000000000000..c42883acc5e44d1efbe03d6a8aa875a2a1a3dac3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_94a16c87181555e5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_94a16c87181555e5 +-- problem_id: v2p_n6_27eac447b55ceae7 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_94da3c808fc870e2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_94da3c808fc870e2.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b640d5919824f8eccde4a0969c9dd802a1b1997 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_94da3c808fc870e2.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_94da3c808fc870e2 +-- problem_id: v2p_n6_1a7747aeca38d528 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X4" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_96c7427a36284a5e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_96c7427a36284a5e.sql new file mode 100644 index 0000000000000000000000000000000000000000..2ba9c50a76d40d8d0028afe04bc4533a812c7593 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_96c7427a36284a5e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_96c7427a36284a5e +-- problem_id: v2p_n6_ae05bea1f840fe7e +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X5" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_96cead97a9ce444d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_96cead97a9ce444d.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c49d14988f9ba4031b2a951fd6af5d95e8be821 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_96cead97a9ce444d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_96cead97a9ce444d +-- problem_id: v2p_n6_0ad4e9082efa1263 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X6", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_984b5474bdad2f91.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_984b5474bdad2f91.sql new file mode 100644 index 0000000000000000000000000000000000000000..64b7bc4da44966f48acb9c52a7cf431c292a1e19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_984b5474bdad2f91.sql @@ -0,0 +1,65 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_984b5474bdad2f91 +-- problem_id: v2p_n6_804df20367451dd7 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "y" + FROM "n6" +), +"filtered" AS ( + SELECT + "y", + CAST("X9" AS REAL) AS "measure" + FROM "n6" + WHERE "y" = '1' + AND "X9" IS NOT NULL +), +"ranked" AS ( + SELECT + "y", + "measure", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "filtered" +), +"pos" AS ( + SELECT + "y", + 1.0 + (0.9 * ("cnt" - 1)) AS "p" + FROM "ranked" + GROUP BY "y", "cnt" +), +"bounds" AS ( + SELECT + "y", + CAST("p" AS INTEGER) AS "lo", + CAST("p" AS INTEGER) + CASE WHEN "p" > CAST("p" AS INTEGER) THEN 1 ELSE 0 END AS "hi", + "p" + FROM "pos" +) +SELECT + "groups"."y", + CASE + WHEN "bounds"."p" IS NULL THEN NULL + WHEN "bounds"."lo" = "bounds"."hi" THEN "r1"."measure" + ELSE "r1"."measure" + ("bounds"."p" - "bounds"."lo") * ("r2"."measure" - "r1"."measure") + END AS "conditional_percentile" +FROM "groups" +LEFT JOIN "bounds" + ON "groups"."y" = "bounds"."y" +LEFT JOIN "ranked" AS "r1" + ON "bounds"."y" = "r1"."y" + AND "r1"."rn" = "bounds"."lo" +LEFT JOIN "ranked" AS "r2" + ON "bounds"."y" = "r2"."y" + AND "r2"."rn" = "bounds"."hi" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_98fec73ab3e859e7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_98fec73ab3e859e7.sql new file mode 100644 index 0000000000000000000000000000000000000000..0674c7dd2a93da7d5b76ed0198441dfc87dafc5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_98fec73ab3e859e7.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_98fec73ab3e859e7 +-- problem_id: v2p_n6_48cf65c2888ab57a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X7" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X7" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X7" IS NOT NULL +), +"target" AS ( + SELECT + "y", + MIN("rn") AS "target_rn" + FROM "ranked" + WHERE 1.0 * "rn" / "cnt" >= 0.9 + GROUP BY "y" +) +SELECT + r."y", + r."measure" AS "percentile_measure" +FROM "ranked" AS r +JOIN "target" AS t + ON r."y" = t."y" + AND r."rn" = t."target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_997fbb4306e3db27.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_997fbb4306e3db27.sql new file mode 100644 index 0000000000000000000000000000000000000000..38235aca77bbd5974eb11df7704173f621b65a16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_997fbb4306e3db27.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_997fbb4306e3db27 +-- problem_id: v2p_n6_85f4ef81e7b7fcce +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X7", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_9d564f29e20479c3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_9d564f29e20479c3.sql new file mode 100644 index 0000000000000000000000000000000000000000..c34adb57fb2a5fc98e3ee2f9995d4776c35d8ce6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_9d564f29e20479c3.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_9d564f29e20479c3 +-- problem_id: v2p_n6_b9185b4662f8a1f3 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X13" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X13") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_9d7157a49ee827c9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_9d7157a49ee827c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa77664091039223bcdf4eaf0fc4c7968d6e176a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_9d7157a49ee827c9.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_9d7157a49ee827c9 +-- problem_id: v2p_n6_1725feb44420ec12 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X3" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X3") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_9f4fbcaf5aaaf871.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_9f4fbcaf5aaaf871.sql new file mode 100644 index 0000000000000000000000000000000000000000..887af75f27f4211fc1cfefe1940de00e6ef66529 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_9f4fbcaf5aaaf871.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_9f4fbcaf5aaaf871 +-- problem_id: v2p_n6_4cd6c3013e8cfc4e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X4", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X4" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_9fcc710659e47180.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_9fcc710659e47180.sql new file mode 100644 index 0000000000000000000000000000000000000000..c0c139124e557a1faaef9e3816dc22df485dbf7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_9fcc710659e47180.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_9fcc710659e47180 +-- problem_id: v2p_n6_51bfddaf6c62c336 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X3" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a1348aa5ae8a42a7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a1348aa5ae8a42a7.sql new file mode 100644 index 0000000000000000000000000000000000000000..1b7308b3cc826d81acc9eab29200ad60705bff0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a1348aa5ae8a42a7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_a1348aa5ae8a42a7 +-- problem_id: v2p_n6_432e4abda13cab4d +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X16" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X16") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a16aff7f85a30d60.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a16aff7f85a30d60.sql new file mode 100644 index 0000000000000000000000000000000000000000..095a8b3a9dfdde87a5b27366f9d0956f29cc24ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a16aff7f85a30d60.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_a16aff7f85a30d60 +-- problem_id: v2p_n6_11b81d6ed1ad74b5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X16", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X16" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a3465080c9c40ee5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a3465080c9c40ee5.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb66352ae3c8a40406e5409b2708f7207d6cfb90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a3465080c9c40ee5.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_a3465080c9c40ee5 +-- problem_id: v2p_n6_8db6a03672f6c3bf +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a4013449e96a17e0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a4013449e96a17e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb440f96afc8778581d368b5827205b82d8df9ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a4013449e96a17e0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_a4013449e96a17e0 +-- problem_id: v2p_n6_676756dcc63ade9c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X6", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a7fb8ebd9bad75a5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a7fb8ebd9bad75a5.sql new file mode 100644 index 0000000000000000000000000000000000000000..d86535c81f76ad2fa825043094f930862482b2ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a7fb8ebd9bad75a5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_a7fb8ebd9bad75a5 +-- problem_id: v2p_n6_678e5f003129af8b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a92a7bd3ebcb05c3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a92a7bd3ebcb05c3.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f135474674791c376f317b9c7b63cf68a5eeba7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a92a7bd3ebcb05c3.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_a92a7bd3ebcb05c3 +-- problem_id: v2p_n6_5275e62eb8c7807e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X13", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X13" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a9c94aac870137bb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a9c94aac870137bb.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e9896c7507ffc890720714341fbb5e4fe41f36e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_a9c94aac870137bb.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_a9c94aac870137bb +-- problem_id: v2p_n6_d683a0cda8b53483 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X4" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X4") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_aa37d5eddb6d01b6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_aa37d5eddb6d01b6.sql new file mode 100644 index 0000000000000000000000000000000000000000..716077e526dc38cfaac7cd8c9544ea39328588b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_aa37d5eddb6d01b6.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_aa37d5eddb6d01b6 +-- problem_id: v2p_n6_3e1d375c2a95f10d +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X9" AS REAL)) > 8.0 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_abaef65b9fc2bfc7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_abaef65b9fc2bfc7.sql new file mode 100644 index 0000000000000000000000000000000000000000..08645e6c7302c45458ddcf9ab415b83c4c28c159 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_abaef65b9fc2bfc7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_abaef65b9fc2bfc7 +-- problem_id: v2p_n6_c0342244b1c2c642 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X14", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X14" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ae7d766878741201.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ae7d766878741201.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a11f26e891fe9ea074c7c83fc1b2af4adde856f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ae7d766878741201.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_ae7d766878741201 +-- problem_id: v2p_n6_0a1c13470b3667af +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X4" AS REAL) >= 7.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_aea4c99e2c3b65ab.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_aea4c99e2c3b65ab.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf4a4078d5848f674e06a5dc2beef2993aba401b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_aea4c99e2c3b65ab.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_aea4c99e2c3b65ab +-- problem_id: v2p_n6_4658215dd4868b58 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X4" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_aef76b1fbeb4e6c0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_aef76b1fbeb4e6c0.sql new file mode 100644 index 0000000000000000000000000000000000000000..40d553789de0a6557a8f6ce1381c12b6665c78e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_aef76b1fbeb4e6c0.sql @@ -0,0 +1,56 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_aef76b1fbeb4e6c0 +-- problem_id: v2p_n6_6d5cd4be2cb92f69 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "y", + CAST("X4" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X4" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X4" IS NOT NULL +), +"positions" AS ( + SELECT + "y", + (1.0 + 0.95 * ("cnt" - 1)) AS "pos", + CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "lo", + CASE + WHEN (1.0 + 0.95 * ("cnt" - 1)) = CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "hi" + FROM "ordered" + GROUP BY "y", "cnt" +) +SELECT + "o"."y", + CASE + WHEN "p"."lo" = "p"."hi" THEN + MAX(CASE WHEN "o"."rn" = "p"."lo" THEN "o"."measure_value" END) + ELSE + MAX(CASE WHEN "o"."rn" = "p"."lo" THEN "o"."measure_value" END) + + ("p"."pos" - "p"."lo") * ( + MAX(CASE WHEN "o"."rn" = "p"."hi" THEN "o"."measure_value" END) - + MAX(CASE WHEN "o"."rn" = "p"."lo" THEN "o"."measure_value" END) + ) + END AS "percentile_measure" +FROM "ordered" AS "o" +JOIN "positions" AS "p" + ON "o"."y" = "p"."y" +GROUP BY "o"."y", "p"."pos", "p"."lo", "p"."hi" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b2603f790b352dab.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b2603f790b352dab.sql new file mode 100644 index 0000000000000000000000000000000000000000..69f7a60388786f8b26420aca515e899fede90bcb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b2603f790b352dab.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_b2603f790b352dab +-- problem_id: v2p_n6_d80937766e226009 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '0' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n6" +GROUP BY "y" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b392385b2daf1b82.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b392385b2daf1b82.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ecfbdf1c942c3e8a4c9940ee9c89374ffd5657b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b392385b2daf1b82.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_b392385b2daf1b82 +-- problem_id: v2p_n6_1496a4f8a6c73cc2 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "y", + CAST("X9" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X9" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X9" IS NOT NULL +), +"percentiles" AS ( + SELECT + "y", + "measure_value" AS "percentile_measure" + FROM "ordered" + WHERE "rn" = ((95 * "cnt" + 99) / 100) +) +SELECT + "y", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b4d82ceb123a8b67.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b4d82ceb123a8b67.sql new file mode 100644 index 0000000000000000000000000000000000000000..801a916e8cc4b578c92d5f3bd48817d3d2fda90a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b4d82ceb123a8b67.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_b4d82ceb123a8b67 +-- problem_id: v2p_n6_e65c82fa3f49d603 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X14" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X14") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b5cf65140be14c6e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b5cf65140be14c6e.sql new file mode 100644 index 0000000000000000000000000000000000000000..78dabac5a7aacac480ccb801b6e750526efd06f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b5cf65140be14c6e.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n6_b5cf65140be14c6e +-- problem_id: v2p_n6_ae1d38fd375eca38 +-- realization_mode: agent +-- source_kind: agent +WITH stats AS ( + SELECT + AVG(CAST("X5" AS REAL)) AS mean_x5, + AVG(CAST("X5" AS REAL) * CAST("X5" AS REAL)) - AVG(CAST("X5" AS REAL)) * AVG(CAST("X5" AS REAL)) AS var_x5 + FROM "n6" +), +scored AS ( + SELECT + "n6".*, + (CAST("X5" AS REAL) - stats.mean_x5) * (CAST("X5" AS REAL) - stats.mean_x5) / NULLIF(stats.var_x5, 0) AS z_score_sq + FROM "n6" + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE z_score_sq > 4.0 +ORDER BY CAST("X5" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b6ea15a50862ed7d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b6ea15a50862ed7d.sql new file mode 100644 index 0000000000000000000000000000000000000000..d25e3253676a57728e3743ca7fbff3930c41df80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b6ea15a50862ed7d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_b6ea15a50862ed7d +-- problem_id: v2p_n6_d9b403dbc83b04e5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X11", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X11" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b7527dc6b1ac7953.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b7527dc6b1ac7953.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d1ac1f71816d7e2696650098f1b632a8de870ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b7527dc6b1ac7953.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_b7527dc6b1ac7953 +-- problem_id: v2p_n6_d59396d7cdf93a05 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X16" AS REAL) >= 4.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b7d6fe042a6126e6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b7d6fe042a6126e6.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb84ead00b115ff657e50b741d3b95a0749b1628 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b7d6fe042a6126e6.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n6_b7d6fe042a6126e6 +-- problem_id: v2p_n6_3373bfcad22f2918 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "y" AS value_label, COUNT(*) AS support + FROM "n6" + GROUP BY "y" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b969d6962a48a5b6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b969d6962a48a5b6.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c0e2faf0aca8bfe3e7f0dc2dccaf40bf000d4fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_b969d6962a48a5b6.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_b969d6962a48a5b6 +-- problem_id: v2p_n6_b117eb6314c566c6 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "y" + FROM "n6" +), +"ranked" AS ( + SELECT + "y" AS "group_value", + CAST("X5" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X5" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "y" = '0' + AND "X5" IS NOT NULL +) +SELECT + "groups"."y", + ( + SELECT "ranked"."measure_value" + FROM "ranked" + WHERE "ranked"."group_value" = "groups"."y" + AND "ranked"."rn" = CAST(((95 * "ranked"."cnt") + 99) / 100 AS INTEGER) + LIMIT 1 + ) AS "conditional_percentile" +FROM "groups" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_bc0295444b81db5c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_bc0295444b81db5c.sql new file mode 100644 index 0000000000000000000000000000000000000000..b371a71583d7be63de1468b6796344a317a5b2a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_bc0295444b81db5c.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_bc0295444b81db5c +-- problem_id: v2p_n6_aacbb6f08fc14ea6 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X8" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X8" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X8" IS NOT NULL +), +"target_rank" AS ( + SELECT + "y", + CAST((0.95 * "cnt") AS INTEGER) + CASE + WHEN (0.95 * "cnt") > CAST((0.95 * "cnt") AS INTEGER) THEN 1 + ELSE 0 + END AS "pct_rn" + FROM "ranked" + GROUP BY "y", "cnt" +) +SELECT + r."y", + r."measure_value" AS "percentile_measure" +FROM "ranked" r +JOIN "target_rank" t + ON r."y" = t."y" + AND r."rn" = t."pct_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_bca2fecf4e5cf1e1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_bca2fecf4e5cf1e1.sql new file mode 100644 index 0000000000000000000000000000000000000000..f79fa21aa03cb51ce122da03accdb7e139c473f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_bca2fecf4e5cf1e1.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_bca2fecf4e5cf1e1 +-- problem_id: v2p_n6_fc548a76726002b1 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_bf03935a20d14db9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_bf03935a20d14db9.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a8471fa8ae7898a777aa8fca717bd8749e4377a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_bf03935a20d14db9.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_bf03935a20d14db9 +-- problem_id: v2p_n6_479a2e68a80b9882 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X5" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c0733a506cc8483a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c0733a506cc8483a.sql new file mode 100644 index 0000000000000000000000000000000000000000..5bb27598bd029fd17cf81a37b025d0f3f4698385 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c0733a506cc8483a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_c0733a506cc8483a +-- problem_id: v2p_n6_5f96c5ba29c30aad +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "X1", + NTILE(10) OVER (ORDER BY CAST("X1" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X1" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("X1" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c3ba9c483b221bef.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c3ba9c483b221bef.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd81480d7e708604f18a9bf5bcf856956d303076 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c3ba9c483b221bef.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_c3ba9c483b221bef +-- problem_id: v2p_n6_e70f196335e03c67 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c3d6d06fd35ceac4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c3d6d06fd35ceac4.sql new file mode 100644 index 0000000000000000000000000000000000000000..30678aab26c79c140c30a6a4a74853dcef060856 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c3d6d06fd35ceac4.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_c3d6d06fd35ceac4 +-- problem_id: v2p_n6_5392ebf5a7dd66ff +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X16", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X16" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c3e8dfb2e0f7fe2d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c3e8dfb2e0f7fe2d.sql new file mode 100644 index 0000000000000000000000000000000000000000..36b3d8e1cb38dc0cdce13eb2f4af6067f3d1dd0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c3e8dfb2e0f7fe2d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_c3e8dfb2e0f7fe2d +-- problem_id: v2p_n6_2bec2540e3f87ba8 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X4" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X4") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c532482dd07147f5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c532482dd07147f5.sql new file mode 100644 index 0000000000000000000000000000000000000000..75533eb6e8a3e975698a7d12f5a6033097179b85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c532482dd07147f5.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_c532482dd07147f5 +-- problem_id: v2p_n6_491cd5b59b06560e +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X8" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c891ef45145f0561.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c891ef45145f0561.sql new file mode 100644 index 0000000000000000000000000000000000000000..71896347405d0d3efff7c62a3fbc1d773a29828f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c891ef45145f0561.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_c891ef45145f0561 +-- problem_id: v2p_n6_749ddf8d2d1f913a +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X5" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X5") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c903d5125cb2a16a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c903d5125cb2a16a.sql new file mode 100644 index 0000000000000000000000000000000000000000..911010a658341a4f68c48460cad8fa94f5af34f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c903d5125cb2a16a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_c903d5125cb2a16a +-- problem_id: v2p_n6_59531bebdfe36831 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X9" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c914e7984eb902a0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c914e7984eb902a0.sql new file mode 100644 index 0000000000000000000000000000000000000000..276767b152af5811ffe3afe886669d5f00f17fc1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c914e7984eb902a0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_c914e7984eb902a0 +-- problem_id: v2p_n6_767c5c45fc63815e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X2", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X2" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c9e10da3ec3d1edd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c9e10da3ec3d1edd.sql new file mode 100644 index 0000000000000000000000000000000000000000..2eb21deb4d22f4062ade348405a1fb93d84727f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_c9e10da3ec3d1edd.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_c9e10da3ec3d1edd +-- problem_id: v2p_n6_dbff3737305570e9 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X11" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X11" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_cacf677a22d28fb4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_cacf677a22d28fb4.sql new file mode 100644 index 0000000000000000000000000000000000000000..232aeef0be4ced3e9b1257c54d3adb678bf782d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_cacf677a22d28fb4.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_cacf677a22d28fb4 +-- problem_id: v2p_n6_a3442da4e6f4eaed +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X7", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ccc966393a101a37.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ccc966393a101a37.sql new file mode 100644 index 0000000000000000000000000000000000000000..286162946746cd4a9b18115e17046c17b3829f38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ccc966393a101a37.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_ccc966393a101a37 +-- problem_id: v2p_n6_24abb994d78e8e05 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X16" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X16" AS REAL)) > 2.0 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_cd0cba3cd768ba97.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_cd0cba3cd768ba97.sql new file mode 100644 index 0000000000000000000000000000000000000000..434d5c0772bd4e8d12c01fe2fb498ba9697793ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_cd0cba3cd768ba97.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_cd0cba3cd768ba97 +-- problem_id: v2p_n6_a75e574e4afb1705 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X2" AS REAL) AS "measure_num", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X2" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X2" IS NOT NULL +), +"thresholds" AS ( + SELECT + "y", + "measure_num", + "rn", + CASE + WHEN (0.9 * "cnt") = CAST((0.9 * "cnt") AS INT) THEN CAST((0.9 * "cnt") AS INT) + ELSE CAST((0.9 * "cnt") AS INT) + 1 + END AS "pct_rank" + FROM "ranked" +) +SELECT + "y", + MIN("measure_num") AS "percentile_measure" +FROM "thresholds" +WHERE "rn" >= "pct_rank" +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_cd1696a3aebdc5f0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_cd1696a3aebdc5f0.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ab30948f16ffcbe10158361fbe4e97b63d04a4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_cd1696a3aebdc5f0.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_cd1696a3aebdc5f0 +-- problem_id: v2p_n6_3353ba4c5b84250f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X12" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ce42740c1a239a50.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ce42740c1a239a50.sql new file mode 100644 index 0000000000000000000000000000000000000000..03cbb799818f3e8cbc7494fa9782a69dabece4e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ce42740c1a239a50.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_ce42740c1a239a50 +-- problem_id: v2p_n6_a9e717cfb1ed1811 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "y", + CAST("X1" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X1" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X1" IS NOT NULL + AND "y" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "y", + "measure_value", + "rn", + "cnt", + CAST((0.95 * "cnt") + 0.999999 AS INTEGER) AS "target_rn" + FROM "ordered" +) +SELECT + "y", + MIN("measure_value") AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" >= "target_rn" +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ce8052635e63f0b9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ce8052635e63f0b9.sql new file mode 100644 index 0000000000000000000000000000000000000000..65907bb96f891afa8eb57f7e9088a3840cc487b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ce8052635e63f0b9.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_ce8052635e63f0b9 +-- problem_id: v2p_n6_033fbda83662f252 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X14" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X14") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d2af3c741d2baeda.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d2af3c741d2baeda.sql new file mode 100644 index 0000000000000000000000000000000000000000..b72c3f075cad297314cbfa9e33bf2cef8ab0945d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d2af3c741d2baeda.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_d2af3c741d2baeda +-- problem_id: v2p_n6_fe82998a69c19690 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X1" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X13" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d32791bf7b9e9817.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d32791bf7b9e9817.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d402e35a9e2cce2bb57d0f5b37070cbccb06d5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d32791bf7b9e9817.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_d32791bf7b9e9817 +-- problem_id: v2p_n6_6de6dedd8cc46846 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X5" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d52eee6a7e6e9a2d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d52eee6a7e6e9a2d.sql new file mode 100644 index 0000000000000000000000000000000000000000..464c88f57af2091d3e6a4f81ac0f93b7914c7b07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d52eee6a7e6e9a2d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_d52eee6a7e6e9a2d +-- problem_id: v2p_n6_9e596f18d042b2da +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d63f7dae099c76ac.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d63f7dae099c76ac.sql new file mode 100644 index 0000000000000000000000000000000000000000..1908dc4a7ea889e95a3494dce5624b2fcdbf3dc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d63f7dae099c76ac.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_d63f7dae099c76ac +-- problem_id: v2p_n6_ce0e2db8c436dd2a +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X4" AS REAL) >= 7.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d6853bdcb099f472.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d6853bdcb099f472.sql new file mode 100644 index 0000000000000000000000000000000000000000..96ac9887fce10342faf868622f634f6407a32616 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d6853bdcb099f472.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_d6853bdcb099f472 +-- problem_id: v2p_n6_ac860605aea9b2ee +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X12" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X8" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d6b12df16012cd1b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d6b12df16012cd1b.sql new file mode 100644 index 0000000000000000000000000000000000000000..4230cbc861d0962783b4f9a9028af472ff40f8d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d6b12df16012cd1b.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_d6b12df16012cd1b +-- problem_id: v2p_n6_a24c039c7e1dbb24 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X11" AS REAL) < -5.0 THEN 'low' + WHEN CAST("X11" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X11" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d71fd3f8c2d4b3dd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d71fd3f8c2d4b3dd.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6e346b872d085f04f92e29413e992974a6756df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d71fd3f8c2d4b3dd.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_d71fd3f8c2d4b3dd +-- problem_id: v2p_n6_6f540583e16f97b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X6" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X6") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d896588a3f790610.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d896588a3f790610.sql new file mode 100644 index 0000000000000000000000000000000000000000..0fa98798302688a4d2fb662708126fda3ff46fd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d896588a3f790610.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_d896588a3f790610 +-- problem_id: v2p_n6_5b8cffe7c111aa1a +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X15" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X15") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d8dff0219ad37ae8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d8dff0219ad37ae8.sql new file mode 100644 index 0000000000000000000000000000000000000000..75d5a01dd7b57a1b505be09c1d6a858f23d0cfe4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d8dff0219ad37ae8.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_d8dff0219ad37ae8 +-- problem_id: v2p_n6_1c31a6bf656ea17a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X7" AS REAL) AS "x7_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X7" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X7" IS NOT NULL +), +"target_rows" AS ( + SELECT + "y", + "x7_value", + ((95 * "cnt") + 99) / 100 AS "target_rn" + FROM "ranked" +) +SELECT + "y", + MIN("x7_value") AS "percentile_measure" +FROM "target_rows" +WHERE "rn" >= "target_rn" +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d9e615a9d5d470e8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d9e615a9d5d470e8.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c7234853e9d7d06eaf43bdf1593a64c3c8415d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_d9e615a9d5d470e8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_d9e615a9d5d470e8 +-- problem_id: v2p_n6_971c9c7542dbee2c +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X3" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X3") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_dc69115e0dff904d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_dc69115e0dff904d.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5b6f16045d3bc749fceea7a59626b55f8b3ceb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_dc69115e0dff904d.sql @@ -0,0 +1,61 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_dc69115e0dff904d +-- problem_id: v2p_n6_ed438ad9dd5ccf84 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "y" + FROM "n6" +), +"filtered" AS ( + SELECT + "y" AS "group_col", + CAST("X8" AS REAL) AS "measure" + FROM "n6" + WHERE "y" = '0' + AND "X8" IS NOT NULL +), +"ordered" AS ( + SELECT + "group_col", + "measure", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"positions" AS ( + SELECT DISTINCT + "group_col", + 1.0 + (0.9 * ("cnt" - 1)) AS "pos" + FROM "ordered" +), +"percentiles" AS ( + SELECT + o."group_col", + CASE + WHEN CAST(p."pos" AS INTEGER) = p."pos" THEN + MAX(CASE WHEN o."rn" = CAST(p."pos" AS INTEGER) THEN o."measure" END) + ELSE + MAX(CASE WHEN o."rn" = CAST(p."pos" AS INTEGER) THEN o."measure" END) * ((CAST(p."pos" AS INTEGER) + 1) - p."pos") + + MAX(CASE WHEN o."rn" = CAST(p."pos" AS INTEGER) + 1 THEN o."measure" END) * (p."pos" - CAST(p."pos" AS INTEGER)) + END AS "conditional_percentile" + FROM "ordered" AS o + JOIN "positions" AS p + ON o."group_col" = p."group_col" + GROUP BY o."group_col", p."pos" +) +SELECT + g."y", + p."conditional_percentile" +FROM "groups" AS g +LEFT JOIN "percentiles" AS p + ON g."y" = p."group_col" +ORDER BY p."conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_dedfb7a377066a48.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_dedfb7a377066a48.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad15faa5b00d8cc81a96403e5cdc302db4407991 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_dedfb7a377066a48.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_dedfb7a377066a48 +-- problem_id: v2p_n6_0d3df0bf6bd81fb2 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X14" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e046d6dc3c171134.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e046d6dc3c171134.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b1ab5a513a473bbbc3bb141f55a1e546a1484f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e046d6dc3c171134.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e046d6dc3c171134 +-- problem_id: v2p_n6_12556ce3d0e0337f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X13", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X13" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e0c8cef8877a3ddc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e0c8cef8877a3ddc.sql new file mode 100644 index 0000000000000000000000000000000000000000..f33c2a54732926d07d123069c630c1dc0f747ba7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e0c8cef8877a3ddc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e0c8cef8877a3ddc +-- problem_id: v2p_n6_26a4de14c6f1e802 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X1", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X1" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e1117067f3597fae.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e1117067f3597fae.sql new file mode 100644 index 0000000000000000000000000000000000000000..24e2cbd56df07e89e4241deb94f6b558b10f1928 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e1117067f3597fae.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e1117067f3597fae +-- problem_id: v2p_n6_31ec130533581b5c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X5", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e23c77c12af378b5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e23c77c12af378b5.sql new file mode 100644 index 0000000000000000000000000000000000000000..35d4c81e29879cc8da410c3aafb46f86fcc7b347 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e23c77c12af378b5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_e23c77c12af378b5 +-- problem_id: v2p_n6_01d48bfd979bbf7c +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X8" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e2ed5483b4747980.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e2ed5483b4747980.sql new file mode 100644 index 0000000000000000000000000000000000000000..379ee1fa64ec1875a819dc51d53ec0d2fa5a159b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e2ed5483b4747980.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e2ed5483b4747980 +-- problem_id: v2p_n6_0944a2aaa9360509 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X10", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e47630233fa6c247.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e47630233fa6c247.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ee744372e406a1326f3b8765558d535bfab5c47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e47630233fa6c247.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_e47630233fa6c247 +-- problem_id: v2p_n6_c69d07cd684a7aa5 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X6" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e76f5dd785eef134.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e76f5dd785eef134.sql new file mode 100644 index 0000000000000000000000000000000000000000..9f13b5d017d1405310476660a4254514a11f3a4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e76f5dd785eef134.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_e76f5dd785eef134 +-- problem_id: v2p_n6_c31a52f930f5874a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X14" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e773fb593c0427cb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e773fb593c0427cb.sql new file mode 100644 index 0000000000000000000000000000000000000000..b29e36d6940e2e5fd075a93d8fef85f732bb01ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e773fb593c0427cb.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_e773fb593c0427cb +-- problem_id: v2p_n6_e042ecaf1b210dae +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X6" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X6" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X6" IS NOT NULL +), "target" AS ( + SELECT + "y", + "measure_value", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "target" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e79cc7e5b1510d85.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e79cc7e5b1510d85.sql new file mode 100644 index 0000000000000000000000000000000000000000..3322b8f07c70018a0160f8eb79d332424dd8a131 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e79cc7e5b1510d85.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_e79cc7e5b1510d85 +-- problem_id: v2p_n6_17f1fdbb011ade27 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS support, + AVG(CAST("X13" AS REAL)) AS avg_measure, + COUNT(DISTINCT "X13") AS distinct_entities +FROM "n6" +GROUP BY "y" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e84d2b4095a6c91a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e84d2b4095a6c91a.sql new file mode 100644 index 0000000000000000000000000000000000000000..df2aaff23ff0df3f7a9235f9f3d3817e3c99a1d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e84d2b4095a6c91a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_e84d2b4095a6c91a +-- problem_id: v2p_n6_d3f8948a384fc8a5 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X13" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e92fc45197446b4e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e92fc45197446b4e.sql new file mode 100644 index 0000000000000000000000000000000000000000..34151da2610e0f6adc63cb11b1df406eb101fbe2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_e92fc45197446b4e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e92fc45197446b4e +-- problem_id: v2p_n6_ac298fb07a22dd20 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X9", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ebe611d000c7ac70.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ebe611d000c7ac70.sql new file mode 100644 index 0000000000000000000000000000000000000000..d85ded0d3188dc037b61fb155e86924f2f2227e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ebe611d000c7ac70.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_ebe611d000c7ac70 +-- problem_id: v2p_n6_e8db1fa80acc1efb +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X9" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X9" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" = '0' + AND "X9" IS NOT NULL +), +"pctl" AS ( + SELECT + "y", + MIN("measure_value") AS "conditional_percentile" + FROM "ranked" + WHERE "rn" >= CAST(0.95 * "cnt" + 0.9999999999 AS INTEGER) + GROUP BY "y" +) +SELECT + g."y", + p."conditional_percentile" +FROM ( + SELECT DISTINCT "y" + FROM "n6" +) AS g +LEFT JOIN "pctl" AS p + ON g."y" = p."y" +ORDER BY p."conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ec02d05e8d7ac200.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ec02d05e8d7ac200.sql new file mode 100644 index 0000000000000000000000000000000000000000..31fdd71db1dc090a15916d3fabc0ae17f7fd4fd3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ec02d05e8d7ac200.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpch_max_aggregate_winner +-- query_record_id: v2q_n6_ec02d05e8d7ac200 +-- problem_id: v2p_n6_8504e016aadd2f40 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", SUM(CAST("X11" AS REAL)) AS total_measure + FROM "n6" + GROUP BY "y" +) +SELECT "y", total_measure +FROM grouped +WHERE total_measure = (SELECT MAX(total_measure) FROM grouped) +ORDER BY "y"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ec40702eb2dfa789.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ec40702eb2dfa789.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce6cfb39024c60662b31f8550f142945dee28f6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ec40702eb2dfa789.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_ec40702eb2dfa789 +-- problem_id: v2p_n6_4578814ba89fcdcd +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X16" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ec82cd8472ee95f9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ec82cd8472ee95f9.sql new file mode 100644 index 0000000000000000000000000000000000000000..b47e57cdb7f315dde42c9cedf9d3f42bb814fa96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ec82cd8472ee95f9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_ec82cd8472ee95f9 +-- problem_id: v2p_n6_ef673ea22e0a2f4f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X14" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X14" AS REAL)) > 9.0 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_eda9f3febb9dfd8a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_eda9f3febb9dfd8a.sql new file mode 100644 index 0000000000000000000000000000000000000000..11ce1419c3ef3c296e43f2cd1349898b4852a0ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_eda9f3febb9dfd8a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_eda9f3febb9dfd8a +-- problem_id: v2p_n6_77691e65a4b2c064 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X6" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ef59b25e1d0fc262.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ef59b25e1d0fc262.sql new file mode 100644 index 0000000000000000000000000000000000000000..53d6657dd1995643cde71469ada1fcc300b1df5d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ef59b25e1d0fc262.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n6_ef59b25e1d0fc262 +-- problem_id: v2p_n6_edd83061868beeeb +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "y" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "n6" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f1af955f6a3aa566.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f1af955f6a3aa566.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed7024142e9c3be97b1f395e905e50a6fede9bfa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f1af955f6a3aa566.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_f1af955f6a3aa566 +-- problem_id: v2p_n6_d46bdf1914cfad2f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X16" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X16" AS REAL) >= 4.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f29fe110c4dafd4b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f29fe110c4dafd4b.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e1a852ba4820fcee64ad240f8c23e8136d2769c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f29fe110c4dafd4b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_f29fe110c4dafd4b +-- problem_id: v2p_n6_c7e6c25f2aa53b70 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X2" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f35412a82c8f3202.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f35412a82c8f3202.sql new file mode 100644 index 0000000000000000000000000000000000000000..df49db02da177d63884c1ec34a8410a9ece12614 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f35412a82c8f3202.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_f35412a82c8f3202 +-- problem_id: v2p_n6_7f7a2181bbe1b2c7 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X8" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X8" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X8" IS NOT NULL +), +"picked" AS ( + SELECT + "y", + "measure", + "rn", + CAST((9 * "cnt" + 9) / 10 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "measure" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f458945787e23c05.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f458945787e23c05.sql new file mode 100644 index 0000000000000000000000000000000000000000..e74188a1ef295c170ed7044de370f87b86ff9196 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f458945787e23c05.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_f458945787e23c05 +-- problem_id: v2p_n6_34b4b98f99a6645d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X14", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X14" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f64bc9c280a82703.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f64bc9c280a82703.sql new file mode 100644 index 0000000000000000000000000000000000000000..7409ebac2dcc8123eebf3b3b808a507dd0ce06ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f64bc9c280a82703.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_f64bc9c280a82703 +-- problem_id: v2p_n6_b4b4c5412e701446 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X2", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X2" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f714560c0bbd2a05.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f714560c0bbd2a05.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cfc61b1539025601408452894491eefa5eabc75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f714560c0bbd2a05.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_f714560c0bbd2a05 +-- problem_id: v2p_n6_9b0e77b7a62db869 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X15", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X15" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f7bf2ee261073583.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f7bf2ee261073583.sql new file mode 100644 index 0000000000000000000000000000000000000000..93e80e9c30c4feca7f78e035c49588084a88bc45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f7bf2ee261073583.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_f7bf2ee261073583 +-- problem_id: v2p_n6_466f14687d1c3653 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X9" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X9" AS REAL) < 5.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X9" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f7ee297425de44b5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f7ee297425de44b5.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f52d714746de177b193dc8e96b07153f54583d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f7ee297425de44b5.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_f7ee297425de44b5 +-- problem_id: v2p_n6_fe8fbb2feb6b44cd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X5" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X5" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X5" IS NOT NULL AND TRIM("X5") <> '' +), +"target_rank" AS ( + SELECT + "y", + "measure_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "target_rank" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f864f0197a82ffcf.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f864f0197a82ffcf.sql new file mode 100644 index 0000000000000000000000000000000000000000..49cf5837f0074c8d53f1b8358bc9e218efd0950f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f864f0197a82ffcf.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_f864f0197a82ffcf +-- problem_id: v2p_n6_444db45536572158 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X9", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f8abae38df65a8e1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f8abae38df65a8e1.sql new file mode 100644 index 0000000000000000000000000000000000000000..a92068f7fa1c0f55871b5e73faddfbcd4e495d74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f8abae38df65a8e1.sql @@ -0,0 +1,49 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n6_f8abae38df65a8e1 +-- problem_id: v2p_n6_c2de10cdbb847cd0 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y" AS "group_value", + CAST("X12" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X12" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "y" = '0' +), +"pctl" AS ( + SELECT + "group_value" AS "y", + "measure_value" AS "conditional_percentile", + ROW_NUMBER() OVER ( + PARTITION BY "group_value" + ORDER BY "rn" + ) AS "pick_rn" + FROM "ranked" + WHERE "rn" >= CAST(("cnt" * 0.9) + 0.999999999 AS INTEGER) +) +SELECT + "groups"."y", + "pctl"."conditional_percentile" +FROM ( + SELECT DISTINCT "y" + FROM "n6" +) AS "groups" +LEFT JOIN "pctl" + ON "groups"."y" = "pctl"."y" + AND "pctl"."pick_rn" = 1 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f9574a03383c1fa3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f9574a03383c1fa3.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd035129cfbe83ad9b22d430bc3e8c22bfce08c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_f9574a03383c1fa3.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_f9574a03383c1fa3 +-- problem_id: v2p_n6_fd37cb082151fc4e +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X13" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X13" AS REAL)) > 10.0 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_fd77e50b4a3d06b2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_fd77e50b4a3d06b2.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa7c1a75a3896d0e5725a001109d65b3da5a64e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_fd77e50b4a3d06b2.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_fd77e50b4a3d06b2 +-- problem_id: v2p_n6_be3c646dd54ea28b +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X9" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X9" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X9" IS NOT NULL AND "y" IS NOT NULL +), +"thresholded" AS ( + SELECT + "y", + "measure_value", + "rn", + "cnt", + CAST((0.9 * "cnt") AS INTEGER) + CASE + WHEN (0.9 * "cnt") > CAST((0.9 * "cnt") AS INTEGER) THEN 1 + ELSE 0 + END AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "thresholded" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_fdc0fb80dfa9e9d6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_fdc0fb80dfa9e9d6.sql new file mode 100644 index 0000000000000000000000000000000000000000..89d07a49c068e276c7282d28ad6cf9f2cefbc28e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_fdc0fb80dfa9e9d6.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_fdc0fb80dfa9e9d6 +-- problem_id: v2p_n6_60a3f6d898506116 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X7" AS REAL) >= 6.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_fec48d7e3327db2c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_fec48d7e3327db2c.sql new file mode 100644 index 0000000000000000000000000000000000000000..90c117d742e4bb2d2e3c2c9187300fdf1876bcb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_fec48d7e3327db2c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_n6_fec48d7e3327db2c +-- problem_id: v2p_n6_9616165f2b3140a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + COUNT(*) AS "support", + AVG(CAST("X1" AS REAL)) AS "avg_measure", + COUNT(DISTINCT "X1") AS "distinct_entities" +FROM "n6" +GROUP BY "y" +ORDER BY "support" DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ff9b05f14b6ea549.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ff9b05f14b6ea549.sql new file mode 100644 index 0000000000000000000000000000000000000000..329173f75ef9ad6b3dc5084bda83af4d32fa9238 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_b/n6/sql/v2q_n6_ff9b05f14b6ea549.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_ff9b05f14b6ea549 +-- problem_id: v2p_n6_bf7522cfcae9618a +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X14" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X14" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 15;